CINXE.COM

<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width,initial-scale=1"/><script async="" src="//static.adsafeprotected.com/iasPET.1.js"></script><script async="" src="https://securepubads.g.doubleclick.net/tag/js/gpt.js" type="text/javascript"></script><script async="" defer="" src="https://connect.facebook.net/en_US/sdk.js?xfbml=1&version=v3.2&hash=606879e94b06283a619cebf5b7449644"></script><script async="" defer="" src="https://www.instagram.com/embed.js"></script><meta name="robots" content="max-image-preview:large"/><title>Digital Transformation recent content | InformationWeek</title><meta name="description" content="Explore the latest news and expert commentary on Digital Transformation, brought to you by the editors of InformationWeek"/><meta property="og:title" content="Digital Transformation recent content | InformationWeek"/><meta property="og:description" content="Explore the latest news and expert commentary on Digital Transformation, brought to you by the editors of InformationWeek"/><meta property="og:url" content="https://www.informationweek.com/it-leadership/digital-transformation"/><meta property="og:type" content="website"/><meta property="og:image" content="https://www.informationweek.com/assets/informationweek-CPuEQLBP.ico"/><meta property="og:site_name" content="Information Week"/><link rel="canonical" href="https://www.informationweek.com/it-leadership/digital-transformation"/><link rel="preload" href="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb5067e1d8bf69499/67a133eb44047d6d35a96534/boat-Tithi_Luadthong_-alamy.jpg?width=700&auto=webp&quality=10&disable=upscale&blur=40" as="image"/><meta property="twitter:card" content="summary"/><link rel="preconnect" href="https://cdn.cookielaw.org"/><link rel="preconnect" href="https://fonts.gstatic.com" crossorigin="anonymous"/><link rel="preconnect" href="https://fonts.googleapis.com" crossorigin="anonymous"/><link rel="preconnect" href="https://www.googletagmanager.com"/><link rel="icon" type="image/x-icon" href="/assets/informationweek-CPuEQLBP.ico"/><link rel="preconnect" href="https://dev.visualwebsiteoptimizer.com"/><link rel="modulepreload" href="/assets/entry.client-fWB18xdV.js"/><link rel="modulepreload" href="/assets/chunk-K6AXKMTT-D00r_oVc.js"/><link rel="modulepreload" href="/assets/index-BlRIwUgC.js"/><link rel="modulepreload" href="/assets/with-props-C4rFUyxV.js"/><link rel="modulepreload" href="/assets/gtm-DGm0KW_T.js"/><link rel="modulepreload" href="/assets/contentPreview-raReixWB.js"/><link rel="modulepreload" href="/assets/_-BJdr63HM.js"/><link rel="modulepreload" href="/assets/useArticleProps-B5v1naMg.js"/><link rel="modulepreload" href="/assets/provider-vRHVWpv0.js"/><link rel="modulepreload" href="/assets/newsletterSignupPromo-C5ZmaayE.js"/><link rel="modulepreload" href="/assets/socialShare-BbqkDzDu.js"/><link rel="modulepreload" href="/assets/link-C1MkzDH5.js"/><link rel="modulepreload" href="/assets/button-DlgCHeeG.js"/><link rel="modulepreload" href="/assets/util-BlbSWXsE.js"/><link rel="modulepreload" href="/assets/searchBar-CEbzLjII.js"/><link rel="modulepreload" href="/assets/useSearchBar-B0qpfoK9.js"/><link rel="modulepreload" href="/assets/navigation-BPrJWSO7.js"/><link rel="modulepreload" href="/assets/redirection-DiAII56c.js"/><link rel="modulepreload" href="/assets/meta-DL0KpjEK.js"/><link rel="modulepreload" href="/assets/form-5uUV5058.js"/><link rel="modulepreload" href="/assets/root-BIuf-57F.js"/><link rel="modulepreload" href="/assets/sidebar-C38SyLXI.js"/><link rel="modulepreload" href="/assets/articleMultiSection-B_lQ5uys.js"/><link rel="modulepreload" href="/assets/contentDomain.generated-DIEwSG95.js"/><link rel="modulepreload" href="/assets/topicList-DLI_z99T.js"/><link rel="modulepreload" href="/assets/gridLayout-wIbp2Hs_.js"/><link rel="modulepreload" href="/assets/featureImageHeader-B2n6UlsK.js"/><link rel="modulepreload" href="/assets/useWeatherWidget-CqdUxz0N.js"/><link rel="modulepreload" href="/assets/string-BS_NwYxO.js"/><link rel="modulepreload" href="/assets/weatherWidget-BYzhjHC9.js"/><link rel="modulepreload" href="/assets/changeLocationBar-BNl0rC1C.js"/><link rel="modulepreload" href="/assets/contentCards-aFwo1o7S.js"/><link rel="modulepreload" href="/assets/videoPlaylist-BaLxtSEs.js"/><link rel="modulepreload" href="/assets/toNumber-DCajaT_r.js"/><link rel="modulepreload" href="/assets/contributorSummary-CYbbZoZR.js"/><link rel="modulepreload" href="/assets/programHeader-UEd8-rbR.js"/><link rel="modulepreload" href="/assets/categoryHeader-BNorRpUl.js"/><link rel="modulepreload" href="/assets/resources-DIZqnfs4.js"/><link rel="modulepreload" href="/assets/index-BObwWQ7a.js"/><link rel="modulepreload" href="/assets/breadcrumb-D99WjBeI.js"/><link rel="modulepreload" href="/assets/listContent-DPrFxO8G.js"/><link rel="modulepreload" href="/assets/utils-Bn24zYNJ.js"/><link rel="modulepreload" href="/assets/pagination-CotFOi0g.js"/><link rel="modulepreload" href="/assets/commodityPrices-CuYN6Jxx.js"/><link rel="modulepreload" href="/assets/_getPrototype-3cCw-LUg.js"/><link rel="modulepreload" href="/assets/useStorage-gorQNo4e.js"/><link rel="modulepreload" href="/assets/_topic._slug._index-NLhdOpms.js"/><script type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://www.informationweek.com"},{"@type":"ListItem","position":2,"name":"IT Leadership","item":"https://www.informationweek.com/it-leadership"},{"@type":"ListItem","position":3,"name":"Digital Transformation","item":"https://www.informationweek.com/it-leadership/digital-transformation"}]}</script><script type="text/javascript">window.NREUM||(NREUM={});NREUM.init={distributed_tracing:{enabled:true},privacy:{cookies_enabled:true},ajax:{deny_list:["bam.eu01.nr-data.net"]}}; ;NREUM.loader_config={accountID:"3936348",trustKey:"3288925",agentID:"538600207",licenseKey:"NRJS-26ae6a3b09493bbcc87",applicationID:"538600207"}; ;NREUM.info={beacon:"bam.eu01.nr-data.net",errorBeacon:"bam.eu01.nr-data.net",licenseKey:"NRJS-26ae6a3b09493bbcc87",applicationID:"538600207",sa:1}; ;/*! For license information please see nr-loader-spa-1.281.0.min.js.LICENSE.txt */ (()=>{var e,t,r={8122:(e,t,r)=>{"use strict";r.d(t,{a:()=>i});var n=r(944);function i(e,t){try{if(!e||"object"!=typeof e)return(0,n.R)(3);if(!t||"object"!=typeof t)return(0,n.R)(4);const r=Object.create(Object.getPrototypeOf(t),Object.getOwnPropertyDescriptors(t)),o=0===Object.keys(r).length?e:r;for(let a in o)if(void 0!==e[a])try{if(null===e[a]){r[a]=null;continue}Array.isArray(e[a])&&Array.isArray(t[a])?r[a]=Array.from(new Set([...e[a],...t[a]])):"object"==typeof e[a]&&"object"==typeof t[a]?r[a]=i(e[a],t[a]):r[a]=e[a]}catch(e){(0,n.R)(1,e)}return r}catch(e){(0,n.R)(2,e)}}},2555:(e,t,r)=>{"use strict";r.d(t,{Vp:()=>c,fn:()=>s,x1:()=>u});var n=r(384),i=r(8122);const o={beacon:n.NT.beacon,errorBeacon:n.NT.errorBeacon,licenseKey:void 0,applicationID:void 0,sa:void 0,queueTime:void 0,applicationTime:void 0,ttGuid:void 0,user:void 0,account:void 0,product:void 0,extra:void 0,jsAttributes:{},userAttributes:void 0,atts:void 0,transactionName:void 0,tNamePlain:void 0},a={};function s(e){try{const t=c(e);return!!t.licenseKey&&!!t.errorBeacon&&!!t.applicationID}catch(e){return!1}}function c(e){if(!e)throw new Error("All info objects require an agent identifier!");if(!a[e])throw new Error("Info for ".concat(e," was never set"));return a[e]}function u(e,t){if(!e)throw new Error("All info objects require an agent identifier!");a[e]=(0,i.a)(t,o);const r=(0,n.nY)(e);r&&(r.info=a[e])}},9417:(e,t,r)=>{"use strict";r.d(t,{D0:()=>p,gD:()=>m,xN:()=>g});var n=r(3333),i=r(993);const o=e=>{if(!e||"string"!=typeof e)return!1;try{document.createDocumentFragment().querySelector(e)}catch{return!1}return!0};var a=r(2614),s=r(944),c=r(384),u=r(8122);const d="[data-nr-mask]",l=()=>{const e={feature_flags:[],experimental:{marks:!1,measures:!1,resources:!1},mask_selector:"*",block_selector:"[data-nr-block]",mask_input_options:{color:!1,date:!1,"datetime-local":!1,email:!1,month:!1,number:!1,range:!1,search:!1,tel:!1,text:!1,time:!1,url:!1,week:!1,textarea:!1,select:!1,password:!0}};return{ajax:{deny_list:void 0,block_internal:!0,enabled:!0,autoStart:!0},distributed_tracing:{enabled:void 0,exclude_newrelic_header:void 0,cors_use_newrelic_header:void 0,cors_use_tracecontext_headers:void 0,allowed_origins:void 0},get feature_flags(){return e.feature_flags},set feature_flags(t){e.feature_flags=t},generic_events:{enabled:!0,autoStart:!0},harvest:{interval:30},jserrors:{enabled:!0,autoStart:!0},logging:{enabled:!0,autoStart:!0,level:i.p_.INFO},metrics:{enabled:!0,autoStart:!0},obfuscate:void 0,page_action:{enabled:!0},page_view_event:{enabled:!0,autoStart:!0},page_view_timing:{enabled:!0,autoStart:!0},performance:{get capture_marks(){return e.feature_flags.includes(n.$v.MARKS)||e.experimental.marks},set capture_marks(t){e.experimental.marks=t},get capture_measures(){return e.feature_flags.includes(n.$v.MEASURES)||e.experimental.measures},set capture_measures(t){e.experimental.measures=t},capture_detail:!0,resources:{get enabled(){return e.feature_flags.includes(n.$v.RESOURCES)||e.experimental.resources},set enabled(t){e.experimental.resources=t},asset_types:[],first_party_domains:[],ignore_newrelic:!0}},privacy:{cookies_enabled:!0},proxy:{assets:void 0,beacon:void 0},session:{expiresMs:a.wk,inactiveMs:a.BB},session_replay:{autoStart:!0,enabled:!1,preload:!1,sampling_rate:10,error_sampling_rate:100,collect_fonts:!1,inline_images:!1,fix_stylesheets:!0,mask_all_inputs:!0,get mask_text_selector(){return e.mask_selector},set mask_text_selector(t){o(t)?e.mask_selector="".concat(t,",").concat(d):""===t||null===t?e.mask_selector=d:(0,s.R)(5,t)},get block_class(){return"nr-block"},get ignore_class(){return"nr-ignore"},get mask_text_class(){return"nr-mask"},get block_selector(){return e.block_selector},set block_selector(t){o(t)?e.block_selector+=",".concat(t):""!==t&&(0,s.R)(6,t)},get mask_input_options(){return e.mask_input_options},set mask_input_options(t){t&&"object"==typeof t?e.mask_input_options={...t,password:!0}:(0,s.R)(7,t)}},session_trace:{enabled:!0,autoStart:!0},soft_navigations:{enabled:!0,autoStart:!0},spa:{enabled:!0,autoStart:!0},ssl:void 0,user_actions:{enabled:!0,elementAttributes:["id","className","tagName","type"]}}},f={},h="All configuration objects require an agent identifier!";function p(e){if(!e)throw new Error(h);if(!f[e])throw new Error("Configuration for ".concat(e," was never set"));return f[e]}function g(e,t){if(!e)throw new Error(h);f[e]=(0,u.a)(t,l());const r=(0,c.nY)(e);r&&(r.init=f[e])}function m(e,t){if(!e)throw new Error(h);var r=p(e);if(r){for(var n=t.split("."),i=0;i<n.length-1;i++)if("object"!=typeof(r=r[n[i]]))return;r=r[n[n.length-1]]}return r}},5603:(e,t,r)=>{"use strict";r.d(t,{a:()=>c,o:()=>s});var n=r(384),i=r(8122);const o={accountID:void 0,trustKey:void 0,agentID:void 0,licenseKey:void 0,applicationID:void 0,xpid:void 0},a={};function s(e){if(!e)throw new Error("All loader-config objects require an agent identifier!");if(!a[e])throw new Error("LoaderConfig for ".concat(e," was never set"));return a[e]}function c(e,t){if(!e)throw new Error("All loader-config objects require an agent identifier!");a[e]=(0,i.a)(t,o);const r=(0,n.nY)(e);r&&(r.loader_config=a[e])}},3371:(e,t,r)=>{"use strict";r.d(t,{V:()=>f,f:()=>l});var n=r(8122),i=r(384),o=r(6154),a=r(9324);let s=0;const c={buildEnv:a.F3,distMethod:a.Xs,version:a.xv,originTime:o.WN},u={customTransaction:void 0,disabled:!1,isolatedBacklog:!1,loaderType:void 0,maxBytes:3e4,onerror:void 0,ptid:void 0,releaseIds:{},appMetadata:{},session:void 0,denyList:void 0,timeKeeper:void 0,obfuscator:void 0,harvester:void 0},d={};function l(e){if(!e)throw new Error("All runtime objects require an agent identifier!");if(!d[e])throw new Error("Runtime for ".concat(e," was never set"));return d[e]}function f(e,t){if(!e)throw new Error("All runtime objects require an agent identifier!");d[e]={...(0,n.a)(t,u),...c},Object.hasOwnProperty.call(d[e],"harvestCount")||Object.defineProperty(d[e],"harvestCount",{get:()=>++s});const r=(0,i.nY)(e);r&&(r.runtime=d[e])}},9324:(e,t,r)=>{"use strict";r.d(t,{F3:()=>i,Xs:()=>o,Yq:()=>a,xv:()=>n});const n="1.281.0",i="PROD",o="CDN",a="^2.0.0-alpha.17"},6154:(e,t,r)=>{"use strict";r.d(t,{A4:()=>s,OF:()=>d,RI:()=>i,WN:()=>h,bv:()=>o,gm:()=>a,lR:()=>f,m:()=>u,mw:()=>c,sb:()=>l});var n=r(1863);const i="undefined"!=typeof window&&!!window.document,o="undefined"!=typeof WorkerGlobalScope&&("undefined"!=typeof self&&self instanceof WorkerGlobalScope&&self.navigator instanceof WorkerNavigator||"undefined"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis.navigator instanceof WorkerNavigator),a=i?window:"undefined"!=typeof WorkerGlobalScope&&("undefined"!=typeof self&&self instanceof WorkerGlobalScope&&self||"undefined"!=typeof globalThis&&globalThis instanceof WorkerGlobalScope&&globalThis),s="complete"===a?.document?.readyState,c=Boolean("hidden"===a?.document?.visibilityState),u=""+a?.location,d=/iPad|iPhone|iPod/.test(a.navigator?.userAgent),l=d&&"undefined"==typeof SharedWorker,f=(()=>{const e=a.navigator?.userAgent?.match(/Firefox[/\s](\d+\.\d+)/);return Array.isArray(e)&&e.length>=2?+e[1]:0})(),h=Date.now()-(0,n.t)()},7295:(e,t,r)=>{"use strict";r.d(t,{Xv:()=>a,gX:()=>i,iW:()=>o});var n=[];function i(e){if(!e||o(e))return!1;if(0===n.length)return!0;for(var t=0;t<n.length;t++){var r=n[t];if("*"===r.hostname)return!1;if(s(r.hostname,e.hostname)&&c(r.pathname,e.pathname))return!1}return!0}function o(e){return void 0===e.hostname}function a(e){if(n=[],e&&e.length)for(var t=0;t<e.length;t++){let r=e[t];if(!r)continue;0===r.indexOf("http://")?r=r.substring(7):0===r.indexOf("https://")&&(r=r.substring(8));const i=r.indexOf("/");let o,a;i>0?(o=r.substring(0,i),a=r.substring(i)):(o=r,a="");let[s]=o.split(":");n.push({hostname:s,pathname:a})}}function s(e,t){return!(e.length>t.length)&&t.indexOf(e)===t.length-e.length}function c(e,t){return 0===e.indexOf("/")&&(e=e.substring(1)),0===t.indexOf("/")&&(t=t.substring(1)),""===e||e===t}},1687:(e,t,r)=>{"use strict";r.d(t,{Ak:()=>c,Ze:()=>l,x3:()=>u});var n=r(7836),i=r(3606),o=r(860),a=r(2646);const s={};function c(e,t){const r={staged:!1,priority:o.P3[t]||0};d(e),s[e].get(t)||s[e].set(t,r)}function u(e,t){e&&s[e]&&(s[e].get(t)&&s[e].delete(t),h(e,t,!1),s[e].size&&f(e))}function d(e){if(!e)throw new Error("agentIdentifier required");s[e]||(s[e]=new Map)}function l(e="",t="feature",r=!1){if(d(e),!e||!s[e].get(t)||r)return h(e,t);s[e].get(t).staged=!0,f(e)}function f(e){const t=Array.from(s[e]);t.every((([e,t])=>t.staged))&&(t.sort(((e,t)=>e[1].priority-t[1].priority)),t.forEach((([t])=>{s[e].delete(t),h(e,t)})))}function h(e,t,r=!0){const o=e?n.ee.get(e):n.ee,s=i.i.handlers;if(!o.aborted&&o.backlog&&s){if(r){const e=o.backlog[t],r=s[t];if(r){for(let t=0;e&&t<e.length;++t)p(e[t],r);Object.entries(r).forEach((([e,t])=>{Object.values(t||{}).forEach((t=>{t[0]?.on&&t[0]?.context()instanceof a.y&&t[0].on(e,t[1])}))}))}}o.isolatedBacklog||delete s[t],o.backlog[t]=null,o.emit("drain-"+t,[])}}function p(e,t){var r=e[1];Object.values(t[r]||{}).forEach((t=>{var r=e[0];if(t[0]===r){var n=t[1],i=e[3],o=e[2];n.apply(i,o)}}))}},7836:(e,t,r)=>{"use strict";r.d(t,{P:()=>c,ee:()=>u});var n=r(384),i=r(8990),o=r(3371),a=r(2646),s=r(5607);const c="nr@context:".concat(s.W),u=function e(t,r){var n={},s={},d={},l=!1;try{l=16===r.length&&(0,o.f)(r).isolatedBacklog}catch(e){}var f={on:p,addEventListener:p,removeEventListener:function(e,t){var r=n[e];if(!r)return;for(var i=0;i<r.length;i++)r[i]===t&&r.splice(i,1)},emit:function(e,r,n,i,o){!1!==o&&(o=!0);if(u.aborted&&!i)return;t&&o&&t.emit(e,r,n);for(var a=h(n),c=g(e),d=c.length,l=0;l<d;l++)c[l].apply(a,r);var p=v()[s[e]];p&&p.push([f,e,r,a]);return a},get:m,listeners:g,context:h,buffer:function(e,t){const r=v();if(t=t||"feature",f.aborted)return;Object.entries(e||{}).forEach((([e,n])=>{s[n]=t,t in r||(r[t]=[])}))},abort:function(){f._aborted=!0,Object.keys(f.backlog).forEach((e=>{delete f.backlog[e]}))},isBuffering:function(e){return!!v()[s[e]]},debugId:r,backlog:l?{}:t&&"object"==typeof t.backlog?t.backlog:{},isolatedBacklog:l};return Object.defineProperty(f,"aborted",{get:()=>{let e=f._aborted||!1;return e||(t&&(e=t.aborted),e)}}),f;function h(e){return e&&e instanceof a.y?e:e?(0,i.I)(e,c,(()=>new a.y(c))):new a.y(c)}function p(e,t){n[e]=g(e).concat(t)}function g(e){return n[e]||[]}function m(t){return d[t]=d[t]||e(f,t)}function v(){return f.backlog}}(void 0,"globalEE"),d=(0,n.Zm)();d.ee||(d.ee=u)},2646:(e,t,r)=>{"use strict";r.d(t,{y:()=>n});class n{constructor(e){this.contextId=e}}},9908:(e,t,r)=>{"use strict";r.d(t,{d:()=>n,p:()=>i});var n=r(7836).ee.get("handle");function i(e,t,r,i,o){o?(o.buffer([e],i),o.emit(e,t,r)):(n.buffer([e],i),n.emit(e,t,r))}},3606:(e,t,r)=>{"use strict";r.d(t,{i:()=>o});var n=r(9908);o.on=a;var i=o.handlers={};function o(e,t,r,o){a(o||n.d,i,e,t,r)}function a(e,t,r,i,o){o||(o="feature"),e||(e=n.d);var a=t[o]=t[o]||{};(a[r]=a[r]||[]).push([e,i])}},3878:(e,t,r)=>{"use strict";function n(e,t){return{capture:e,passive:!1,signal:t}}function i(e,t,r=!1,i){window.addEventListener(e,t,n(r,i))}function o(e,t,r=!1,i){document.addEventListener(e,t,n(r,i))}r.d(t,{DD:()=>o,jT:()=>n,sp:()=>i})},5607:(e,t,r)=>{"use strict";r.d(t,{W:()=>n});const n=(0,r(9566).bz)()},9566:(e,t,r)=>{"use strict";r.d(t,{LA:()=>s,ZF:()=>c,bz:()=>a,el:()=>u});var n=r(6154);const i="xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx";function o(e,t){return e?15&e[t]:16*Math.random()|0}function a(){const e=n.gm?.crypto||n.gm?.msCrypto;let t,r=0;return e&&e.getRandomValues&&(t=e.getRandomValues(new Uint8Array(30))),i.split("").map((e=>"x"===e?o(t,r++).toString(16):"y"===e?(3&o()|8).toString(16):e)).join("")}function s(e){const t=n.gm?.crypto||n.gm?.msCrypto;let r,i=0;t&&t.getRandomValues&&(r=t.getRandomValues(new Uint8Array(e)));const a=[];for(var s=0;s<e;s++)a.push(o(r,i++).toString(16));return a.join("")}function c(){return s(16)}function u(){return s(32)}},2614:(e,t,r)=>{"use strict";r.d(t,{BB:()=>a,H3:()=>n,g:()=>u,iL:()=>c,tS:()=>s,uh:()=>i,wk:()=>o});const n="NRBA",i="SESSION",o=144e5,a=18e5,s={STARTED:"session-started",PAUSE:"session-pause",RESET:"session-reset",RESUME:"session-resume",UPDATE:"session-update"},c={SAME_TAB:"same-tab",CROSS_TAB:"cross-tab"},u={OFF:0,FULL:1,ERROR:2}},1863:(e,t,r)=>{"use strict";function n(){return Math.floor(performance.now())}r.d(t,{t:()=>n})},7485:(e,t,r)=>{"use strict";r.d(t,{D:()=>i});var n=r(6154);function i(e){if(0===(e||"").indexOf("data:"))return{protocol:"data"};try{const t=new URL(e,location.href),r={port:t.port,hostname:t.hostname,pathname:t.pathname,search:t.search,protocol:t.protocol.slice(0,t.protocol.indexOf(":")),sameOrigin:t.protocol===n.gm?.location?.protocol&&t.host===n.gm?.location?.host};return r.port&&""!==r.port||("http:"===t.protocol&&(r.port="80"),"https:"===t.protocol&&(r.port="443")),r.pathname&&""!==r.pathname?r.pathname.startsWith("/")||(r.pathname="/".concat(r.pathname)):r.pathname="/",r}catch(e){return{}}}},944:(e,t,r)=>{"use strict";function n(e,t){"function"==typeof console.debug&&console.debug("New Relic Warning: https://github.com/newrelic/newrelic-browser-agent/blob/main/docs/warning-codes.md#".concat(e),t)}r.d(t,{R:()=>n})},5284:(e,t,r)=>{"use strict";r.d(t,{t:()=>c,B:()=>s});var n=r(7836),i=r(6154);const o="newrelic";const a=new Set,s={};function c(e,t){const r=n.ee.get(t);s[t]??={},e&&"object"==typeof e&&(a.has(t)||(r.emit("rumresp",[e]),s[t]=e,a.add(t),function(e={}){try{i.gm.dispatchEvent(new CustomEvent(o,{detail:e}))}catch(e){}}({loaded:!0})))}},8990:(e,t,r)=>{"use strict";r.d(t,{I:()=>i});var n=Object.prototype.hasOwnProperty;function i(e,t,r){if(n.call(e,t))return e[t];var i=r();if(Object.defineProperty&&Object.keys)try{return Object.defineProperty(e,t,{value:i,writable:!0,enumerable:!1}),i}catch(e){}return e[t]=i,i}},6389:(e,t,r)=>{"use strict";function n(e,t=500,r={}){const n=r?.leading||!1;let i;return(...r)=>{n&&void 0===i&&(e.apply(this,r),i=setTimeout((()=>{i=clearTimeout(i)}),t)),n||(clearTimeout(i),i=setTimeout((()=>{e.apply(this,r)}),t))}}function i(e){let t=!1;return(...r)=>{t||(t=!0,e.apply(this,r))}}r.d(t,{J:()=>i,s:()=>n})},3304:(e,t,r)=>{"use strict";r.d(t,{A:()=>o});var n=r(7836);const i=()=>{const e=new WeakSet;return(t,r)=>{if("object"==typeof r&&null!==r){if(e.has(r))return;e.add(r)}return r}};function o(e){try{return JSON.stringify(e,i())??""}catch(e){try{n.ee.emit("internal-error",[e])}catch(e){}return""}}},5289:(e,t,r)=>{"use strict";r.d(t,{GG:()=>o,sB:()=>a});var n=r(3878);function i(){return"undefined"==typeof document||"complete"===document.readyState}function o(e,t){if(i())return e();(0,n.sp)("load",e,t)}function a(e){if(i())return e();(0,n.DD)("DOMContentLoaded",e)}},384:(e,t,r)=>{"use strict";r.d(t,{NT:()=>o,US:()=>d,Zm:()=>a,bQ:()=>c,dV:()=>s,nY:()=>u,pV:()=>l});var n=r(6154),i=r(1863);const o={beacon:"bam.nr-data.net",errorBeacon:"bam.nr-data.net"};function a(){return n.gm.NREUM||(n.gm.NREUM={}),void 0===n.gm.newrelic&&(n.gm.newrelic=n.gm.NREUM),n.gm.NREUM}function s(){let e=a();return e.o||(e.o={ST:n.gm.setTimeout,SI:n.gm.setImmediate,CT:n.gm.clearTimeout,XHR:n.gm.XMLHttpRequest,REQ:n.gm.Request,EV:n.gm.Event,PR:n.gm.Promise,MO:n.gm.MutationObserver,FETCH:n.gm.fetch,WS:n.gm.WebSocket}),e}function c(e,t){let r=a();r.initializedAgents??={},t.initializedAt={ms:(0,i.t)(),date:new Date},r.initializedAgents[e]=t}function u(e){let t=a();return t.initializedAgents?.[e]}function d(e,t){a()[e]=t}function l(){return function(){let e=a();const t=e.info||{};e.info={beacon:o.beacon,errorBeacon:o.errorBeacon,...t}}(),function(){let e=a();const t=e.init||{};e.init={...t}}(),s(),function(){let e=a();const t=e.loader_config||{};e.loader_config={...t}}(),a()}},2843:(e,t,r)=>{"use strict";r.d(t,{u:()=>i});var n=r(3878);function i(e,t=!1,r,i){(0,n.DD)("visibilitychange",(function(){if(t)return void("hidden"===document.visibilityState&&e());e(document.visibilityState)}),r,i)}},8139:(e,t,r)=>{"use strict";r.d(t,{u:()=>f});var n=r(7836),i=r(3434),o=r(8990),a=r(6154);const s={},c=a.gm.XMLHttpRequest,u="addEventListener",d="removeEventListener",l="nr@wrapped:".concat(n.P);function f(e){var t=function(e){return(e||n.ee).get("events")}(e);if(s[t.debugId]++)return t;s[t.debugId]=1;var r=(0,i.YM)(t,!0);function f(e){r.inPlace(e,[u,d],"-",p)}function p(e,t){return e[1]}return"getPrototypeOf"in Object&&(a.RI&&h(document,f),c&&h(c.prototype,f),h(a.gm,f)),t.on(u+"-start",(function(e,t){var n=e[1];if(null!==n&&("function"==typeof n||"object"==typeof n)){var i=(0,o.I)(n,l,(function(){var e={object:function(){if("function"!=typeof n.handleEvent)return;return n.handleEvent.apply(n,arguments)},function:n}[typeof n];return e?r(e,"fn-",null,e.name||"anonymous"):n}));this.wrapped=e[1]=i}})),t.on(d+"-start",(function(e){e[1]=this.wrapped||e[1]})),t}function h(e,t,...r){let n=e;for(;"object"==typeof n&&!Object.prototype.hasOwnProperty.call(n,u);)n=Object.getPrototypeOf(n);n&&t(n,...r)}},3434:(e,t,r)=>{"use strict";r.d(t,{Jt:()=>o,YM:()=>c});var n=r(7836),i=r(5607);const o="nr@original:".concat(i.W);var a=Object.prototype.hasOwnProperty,s=!1;function c(e,t){return e||(e=n.ee),r.inPlace=function(e,t,n,i,o){n||(n="");const a="-"===n.charAt(0);for(let s=0;s<t.length;s++){const c=t[s],u=e[c];d(u)||(e[c]=r(u,a?c+n:n,i,c,o))}},r.flag=o,r;function r(t,r,n,s,c){return d(t)?t:(r||(r=""),nrWrapper[o]=t,function(e,t,r){if(Object.defineProperty&&Object.keys)try{return Object.keys(e).forEach((function(r){Object.defineProperty(t,r,{get:function(){return e[r]},set:function(t){return e[r]=t,t}})})),t}catch(e){u([e],r)}for(var n in e)a.call(e,n)&&(t[n]=e[n])}(t,nrWrapper,e),nrWrapper);function nrWrapper(){var o,a,d,l;try{a=this,o=[...arguments],d="function"==typeof n?n(o,a):n||{}}catch(t){u([t,"",[o,a,s],d],e)}i(r+"start",[o,a,s],d,c);try{return l=t.apply(a,o)}catch(e){throw i(r+"err",[o,a,e],d,c),e}finally{i(r+"end",[o,a,l],d,c)}}}function i(r,n,i,o){if(!s||t){var a=s;s=!0;try{e.emit(r,n,i,t,o)}catch(t){u([t,r,n,i],e)}s=a}}}function u(e,t){t||(t=n.ee);try{t.emit("internal-error",e)}catch(e){}}function d(e){return!(e&&"function"==typeof e&&e.apply&&!e[o])}},9300:(e,t,r)=>{"use strict";r.d(t,{T:()=>n});const n=r(860).K7.ajax},3333:(e,t,r)=>{"use strict";r.d(t,{$v:()=>u,TZ:()=>n,Zp:()=>i,kd:()=>c,mq:()=>s,nf:()=>a,qN:()=>o});const n=r(860).K7.genericEvents,i=["auxclick","click","copy","keydown","paste","scrollend"],o=["focus","blur"],a=4,s=1e3,c=["PageAction","UserAction","BrowserPerformance"],u={MARKS:"experimental.marks",MEASURES:"experimental.measures",RESOURCES:"experimental.resources"}},6774:(e,t,r)=>{"use strict";r.d(t,{T:()=>n});const n=r(860).K7.jserrors},993:(e,t,r)=>{"use strict";r.d(t,{ET:()=>o,TZ:()=>a,p_:()=>i});var n=r(860);const i={ERROR:"ERROR",WARN:"WARN",INFO:"INFO",DEBUG:"DEBUG",TRACE:"TRACE"},o="log",a=n.K7.logging},3785:(e,t,r)=>{"use strict";r.d(t,{R:()=>c,b:()=>u});var n=r(9908),i=r(1863),o=r(860),a=r(3969),s=r(993);function c(e,t,r={},c=s.p_.INFO){(0,n.p)(a.xV,["API/logging/".concat(c.toLowerCase(),"/called")],void 0,o.K7.metrics,e),(0,n.p)(s.ET,[(0,i.t)(),t,r,c],void 0,o.K7.logging,e)}function u(e){return"string"==typeof e&&Object.values(s.p_).some((t=>t===e.toUpperCase().trim()))}},3969:(e,t,r)=>{"use strict";r.d(t,{TZ:()=>n,XG:()=>s,rs:()=>i,xV:()=>a,z_:()=>o});const n=r(860).K7.metrics,i="sm",o="cm",a="storeSupportabilityMetrics",s="storeEventMetrics"},6630:(e,t,r)=>{"use strict";r.d(t,{T:()=>n});const n=r(860).K7.pageViewEvent},782:(e,t,r)=>{"use strict";r.d(t,{T:()=>n});const n=r(860).K7.pageViewTiming},6344:(e,t,r)=>{"use strict";r.d(t,{BB:()=>d,G4:()=>o,Qb:()=>l,TZ:()=>i,Ug:()=>a,_s:()=>s,bc:()=>u,yP:()=>c});var n=r(2614);const i=r(860).K7.sessionReplay,o={RECORD:"recordReplay",PAUSE:"pauseReplay",REPLAY_RUNNING:"replayRunning",ERROR_DURING_REPLAY:"errorDuringReplay"},a=.12,s={DomContentLoaded:0,Load:1,FullSnapshot:2,IncrementalSnapshot:3,Meta:4,Custom:5},c={[n.g.ERROR]:15e3,[n.g.FULL]:3e5,[n.g.OFF]:0},u={RESET:{message:"Session was reset",sm:"Reset"},IMPORT:{message:"Recorder failed to import",sm:"Import"},TOO_MANY:{message:"429: Too Many Requests",sm:"Too-Many"},TOO_BIG:{message:"Payload was too large",sm:"Too-Big"},CROSS_TAB:{message:"Session Entity was set to OFF on another tab",sm:"Cross-Tab"},ENTITLEMENTS:{message:"Session Replay is not allowed and will not be started",sm:"Entitlement"}},d=5e3,l={API:"api"}},5270:(e,t,r)=>{"use strict";r.d(t,{Aw:()=>c,CT:()=>u,SR:()=>s});var n=r(384),i=r(9417),o=r(7767),a=r(6154);function s(e){return!!(0,n.dV)().o.MO&&(0,o.V)(e)&&!0===(0,i.gD)(e,"session_trace.enabled")}function c(e){return!0===(0,i.gD)(e,"session_replay.preload")&&s(e)}function u(e,t){const r=t.correctAbsoluteTimestamp(e);return{originalTimestamp:e,correctedTimestamp:r,timestampDiff:e-r,originTime:a.WN,correctedOriginTime:t.correctedOriginTime,originTimeDiff:Math.floor(a.WN-t.correctedOriginTime)}}},3738:(e,t,r)=>{"use strict";r.d(t,{He:()=>i,Kp:()=>s,Lc:()=>u,Rz:()=>d,TZ:()=>n,bD:()=>o,d3:()=>a,jx:()=>l,uP:()=>c});const n=r(860).K7.sessionTrace,i="bstResource",o="resource",a="-start",s="-end",c="fn"+a,u="fn"+s,d="pushState",l=1e3},3962:(e,t,r)=>{"use strict";r.d(t,{AM:()=>o,O2:()=>c,Qu:()=>u,TZ:()=>s,ih:()=>d,pP:()=>a,tC:()=>i});var n=r(860);const i=["click","keydown","submit","popstate"],o="api",a="initialPageLoad",s=n.K7.softNav,c={INITIAL_PAGE_LOAD:"",ROUTE_CHANGE:1,UNSPECIFIED:2},u={INTERACTION:1,AJAX:2,CUSTOM_END:3,CUSTOM_TRACER:4},d={IP:"in progress",FIN:"finished",CAN:"cancelled"}},7378:(e,t,r)=>{"use strict";r.d(t,{$p:()=>x,BR:()=>b,Kp:()=>R,L3:()=>y,Lc:()=>c,NC:()=>o,SG:()=>d,TZ:()=>i,U6:()=>p,UT:()=>m,d3:()=>w,dT:()=>f,e5:()=>T,gx:()=>v,l9:()=>l,oW:()=>h,op:()=>g,rw:()=>u,tH:()=>A,uP:()=>s,wW:()=>E,xq:()=>a});var n=r(384);const i=r(860).K7.spa,o=["click","submit","keypress","keydown","keyup","change"],a=999,s="fn-start",c="fn-end",u="cb-start",d="api-ixn-",l="remaining",f="interaction",h="spaNode",p="jsonpNode",g="fetch-start",m="fetch-done",v="fetch-body-",b="jsonp-end",y=(0,n.dV)().o.ST,w="-start",R="-end",x="-body",E="cb"+R,T="jsTime",A="fetch"},4234:(e,t,r)=>{"use strict";r.d(t,{W:()=>o});var n=r(7836),i=r(1687);class o{constructor(e,t){this.agentIdentifier=e,this.ee=n.ee.get(e),this.featureName=t,this.blocked=!1}deregisterDrain(){(0,i.x3)(this.agentIdentifier,this.featureName)}}},7767:(e,t,r)=>{"use strict";r.d(t,{V:()=>o});var n=r(9417),i=r(6154);const o=e=>i.RI&&!0===(0,n.gD)(e,"privacy.cookies_enabled")},425:(e,t,r)=>{"use strict";r.d(t,{j:()=>j});var n=r(860),i=r(2555),o=r(3371),a=r(9908),s=r(7836),c=r(1687),u=r(5289),d=r(6154),l=r(944),f=r(3969),h=r(384),p=r(6344);const g=["setErrorHandler","finished","addToTrace","addRelease","recordCustomEvent","addPageAction","setCurrentRouteName","setPageViewName","setCustomAttribute","interaction","noticeError","setUserId","setApplicationVersion","start",p.G4.RECORD,p.G4.PAUSE,"log","wrapLogger"],m=["setErrorHandler","finished","addToTrace","addRelease"];var v=r(1863),b=r(2614),y=r(993),w=r(3785),R=r(2646),x=r(3434);const E=new Map;function T(e,t,r,n){if("object"!=typeof t||!t||"string"!=typeof r||!r||"function"!=typeof t[r])return(0,l.R)(29);const i=function(e){return(e||s.ee).get("logger")}(e),o=(0,x.YM)(i),a=new R.y(s.P);a.level=n.level,a.customAttributes=n.customAttributes;const c=t[r]?.[x.Jt]||t[r];return E.set(c,a),o.inPlace(t,[r],"wrap-logger-",(()=>E.get(c))),i}function A(){const e=(0,h.pV)();g.forEach((t=>{e[t]=(...r)=>function(t,...r){let n=[];return Object.values(e.initializedAgents).forEach((e=>{e&&e.api?e.exposed&&e.api[t]&&n.push(e.api[t](...r)):(0,l.R)(38,t)})),n.length>1?n:n[0]}(t,...r)}))}const S={};var N=r(9417),_=r(5603),O=r(5284);const I=e=>{const t=e.startsWith("http");e+="/",r.p=t?e:"https://"+e};let P=!1;function j(e,t={},g,R){let{init:x,info:E,loader_config:j,runtime:C={},exposed:k=!0}=t;C.loaderType=g;const L=(0,h.pV)();E||(x=L.init,E=L.info,j=L.loader_config),(0,N.xN)(e.agentIdentifier,x||{}),(0,_.a)(e.agentIdentifier,j||{}),E.jsAttributes??={},d.bv&&(E.jsAttributes.isWorker=!0),(0,i.x1)(e.agentIdentifier,E);const H=(0,N.D0)(e.agentIdentifier),M=[E.beacon,E.errorBeacon];P||(H.proxy.assets&&(I(H.proxy.assets),M.push(H.proxy.assets)),H.proxy.beacon&&M.push(H.proxy.beacon),A(),(0,h.US)("activatedFeatures",O.B),e.runSoftNavOverSpa&&=!0===H.soft_navigations.enabled&&H.feature_flags.includes("soft_nav")),C.denyList=[...H.ajax.deny_list||[],...H.ajax.block_internal?M:[]],C.ptid=e.agentIdentifier,(0,o.V)(e.agentIdentifier,C),e.ee=s.ee.get(e.agentIdentifier),void 0===e.api&&(e.api=function(e,t,h=!1){t||(0,c.Ak)(e,"api");const g={};var R=s.ee.get(e),x=R.get("tracer");S[e]=b.g.OFF,R.on(p.G4.REPLAY_RUNNING,(t=>{S[e]=t}));var E="api-",A=E+"ixn-";function N(t,r,n,o){const a=(0,i.Vp)(e);return null===r?delete a.jsAttributes[t]:(0,i.x1)(e,{...a,jsAttributes:{...a.jsAttributes,[t]:r}}),I(E,n,!0,o||null===r?"session":void 0)(t,r)}function _(){}g.log=function(e,{customAttributes:t={},level:r=y.p_.INFO}={}){(0,a.p)(f.xV,["API/log/called"],void 0,n.K7.metrics,R),(0,w.R)(R,e,t,r)},g.wrapLogger=(e,t,{customAttributes:r={},level:i=y.p_.INFO}={})=>{(0,a.p)(f.xV,["API/wrapLogger/called"],void 0,n.K7.metrics,R),T(R,e,t,{customAttributes:r,level:i})},m.forEach((e=>{g[e]=I(E,e,!0,"api")})),g.addPageAction=I(E,"addPageAction",!0,n.K7.genericEvents),g.recordCustomEvent=I(E,"recordCustomEvent",!0,n.K7.genericEvents),g.setPageViewName=function(t,r){if("string"==typeof t)return"/"!==t.charAt(0)&&(t="/"+t),(0,o.f)(e).customTransaction=(r||"http://custom.transaction")+t,I(E,"setPageViewName",!0)()},g.setCustomAttribute=function(e,t,r=!1){if("string"==typeof e){if(["string","number","boolean"].includes(typeof t)||null===t)return N(e,t,"setCustomAttribute",r);(0,l.R)(40,typeof t)}else(0,l.R)(39,typeof e)},g.setUserId=function(e){if("string"==typeof e||null===e)return N("enduser.id",e,"setUserId",!0);(0,l.R)(41,typeof e)},g.setApplicationVersion=function(e){if("string"==typeof e||null===e)return N("application.version",e,"setApplicationVersion",!1);(0,l.R)(42,typeof e)},g.start=()=>{try{(0,a.p)(f.xV,["API/start/called"],void 0,n.K7.metrics,R),R.emit("manual-start-all")}catch(e){(0,l.R)(23,e)}},g[p.G4.RECORD]=function(){(0,a.p)(f.xV,["API/recordReplay/called"],void 0,n.K7.metrics,R),(0,a.p)(p.G4.RECORD,[],void 0,n.K7.sessionReplay,R)},g[p.G4.PAUSE]=function(){(0,a.p)(f.xV,["API/pauseReplay/called"],void 0,n.K7.metrics,R),(0,a.p)(p.G4.PAUSE,[],void 0,n.K7.sessionReplay,R)},g.interaction=function(e){return(new _).get("object"==typeof e?e:{})};const O=_.prototype={createTracer:function(e,t){var r={},i=this,o="function"==typeof t;return(0,a.p)(f.xV,["API/createTracer/called"],void 0,n.K7.metrics,R),h||(0,a.p)(A+"tracer",[(0,v.t)(),e,r],i,n.K7.spa,R),function(){if(x.emit((o?"":"no-")+"fn-start",[(0,v.t)(),i,o],r),o)try{return t.apply(this,arguments)}catch(e){const t="string"==typeof e?new Error(e):e;throw x.emit("fn-err",[arguments,this,t],r),t}finally{x.emit("fn-end",[(0,v.t)()],r)}}}};function I(e,t,r,i){return function(){return(0,a.p)(f.xV,["API/"+t+"/called"],void 0,n.K7.metrics,R),i&&(0,a.p)(e+t,[r?(0,v.t)():performance.now(),...arguments],r?null:this,i,R),r?void 0:this}}function P(){r.e(478).then(r.bind(r,8778)).then((({setAPI:t})=>{t(e),(0,c.Ze)(e,"api")})).catch((e=>{(0,l.R)(27,e),R.abort()}))}return["actionText","setName","setAttribute","save","ignore","onEnd","getContext","end","get"].forEach((e=>{O[e]=I(A,e,void 0,h?n.K7.softNav:n.K7.spa)})),g.setCurrentRouteName=h?I(A,"routeName",void 0,n.K7.softNav):I(E,"routeName",!0,n.K7.spa),g.noticeError=function(t,r){"string"==typeof t&&(t=new Error(t)),(0,a.p)(f.xV,["API/noticeError/called"],void 0,n.K7.metrics,R),(0,a.p)("err",[t,(0,v.t)(),!1,r,!!S[e]],void 0,n.K7.jserrors,R)},d.RI?(0,u.GG)((()=>P()),!0):P(),g}(e.agentIdentifier,R,e.runSoftNavOverSpa)),void 0===e.exposed&&(e.exposed=k),P=!0}},8374:(e,t,r)=>{r.nc=(()=>{try{return document?.currentScript?.nonce}catch(e){}return""})()},860:(e,t,r)=>{"use strict";r.d(t,{$J:()=>u,K7:()=>s,P3:()=>c,XX:()=>i,qY:()=>n,v4:()=>a});const n="events",i="jserrors",o="browser/blobs",a="rum",s={ajax:"ajax",genericEvents:"generic_events",jserrors:i,logging:"logging",metrics:"metrics",pageAction:"page_action",pageViewEvent:"page_view_event",pageViewTiming:"page_view_timing",sessionReplay:"session_replay",sessionTrace:"session_trace",softNav:"soft_navigations",spa:"spa"},c={[s.pageViewEvent]:1,[s.pageViewTiming]:2,[s.metrics]:3,[s.jserrors]:4,[s.spa]:5,[s.ajax]:6,[s.sessionTrace]:7,[s.softNav]:8,[s.sessionReplay]:9,[s.logging]:10,[s.genericEvents]:11},u={[s.pageViewEvent]:a,[s.pageViewTiming]:n,[s.ajax]:n,[s.spa]:n,[s.softNav]:n,[s.metrics]:i,[s.jserrors]:i,[s.sessionTrace]:o,[s.sessionReplay]:o,[s.logging]:"browser/logs",[s.genericEvents]:"ins"}}},n={};function i(e){var t=n[e];if(void 0!==t)return t.exports;var o=n[e]={exports:{}};return r[e](o,o.exports,i),o.exports}i.m=r,i.d=(e,t)=>{for(var r in t)i.o(t,r)&&!i.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:t[r]})},i.f={},i.e=e=>Promise.all(Object.keys(i.f).reduce(((t,r)=>(i.f[r](e,t),t)),[])),i.u=e=>({212:"nr-spa-compressor",249:"nr-spa-recorder",478:"nr-spa"}[e]+"-1.281.0.min.js"),i.o=(e,t)=>Object.prototype.hasOwnProperty.call(e,t),e={},t="NRBA-1.281.0.PROD:",i.l=(r,n,o,a)=>{if(e[r])e[r].push(n);else{var s,c;if(void 0!==o)for(var u=document.getElementsByTagName("script"),d=0;d<u.length;d++){var l=u[d];if(l.getAttribute("src")==r||l.getAttribute("data-webpack")==t+o){s=l;break}}if(!s){c=!0;var f={478:"sha512-jmvAlmjCn64ans8tLueqHRlBI/iWekylsDWb94A77CG0ukSriVDvgD3dThx+XjUSBBBMYhFn8B1a18fViyBPEQ==",249:"sha512-ICY/ZrcytM/86t5KFy+9OAWVYmNNJy10EBtxoSUGjQWuZx53p/eLo+L8HfrGjvHuRHRnutqLTGSnvNttffJkaA==",212:"sha512-pQSn+X/RfBOvx/49HvlghaiXMLhhDQXTi13n1N2XMpDquWJgs9U0pbqE3RbAnYC9nsdaTu/RVGvneEPv1fpCxA=="};(s=document.createElement("script")).charset="utf-8",s.timeout=120,i.nc&&s.setAttribute("nonce",i.nc),s.setAttribute("data-webpack",t+o),s.src=r,0!==s.src.indexOf(window.location.origin+"/")&&(s.crossOrigin="anonymous"),f[a]&&(s.integrity=f[a])}e[r]=[n];var h=(t,n)=>{s.onerror=s.onload=null,clearTimeout(p);var i=e[r];if(delete e[r],s.parentNode&&s.parentNode.removeChild(s),i&&i.forEach((e=>e(n))),t)return t(n)},p=setTimeout(h.bind(null,void 0,{type:"timeout",target:s}),12e4);s.onerror=h.bind(null,s.onerror),s.onload=h.bind(null,s.onload),c&&document.head.appendChild(s)}},i.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},i.p="https://js-agent.newrelic.com/",(()=>{var e={38:0,788:0};i.f.j=(t,r)=>{var n=i.o(e,t)?e[t]:void 0;if(0!==n)if(n)r.push(n[2]);else{var o=new Promise(((r,i)=>n=e[t]=[r,i]));r.push(n[2]=o);var a=i.p+i.u(t),s=new Error;i.l(a,(r=>{if(i.o(e,t)&&(0!==(n=e[t])&&(e[t]=void 0),n)){var o=r&&("load"===r.type?"missing":r.type),a=r&&r.target&&r.target.src;s.message="Loading chunk "+t+" failed.\n("+o+": "+a+")",s.name="ChunkLoadError",s.type=o,s.request=a,n[1](s)}}),"chunk-"+t,t)}};var t=(t,r)=>{var n,o,[a,s,c]=r,u=0;if(a.some((t=>0!==e[t]))){for(n in s)i.o(s,n)&&(i.m[n]=s[n]);if(c)c(i)}for(t&&t(r);u<a.length;u++)o=a[u],i.o(e,o)&&e[o]&&e[o][0](),e[o]=0},r=self["webpackChunk:NRBA-1.281.0.PROD"]=self["webpackChunk:NRBA-1.281.0.PROD"]||[];r.forEach(t.bind(null,0)),r.push=t.bind(null,r.push.bind(r))})(),(()=>{"use strict";i(8374);var e=i(944),t=i(6344),r=i(9566);class n{agentIdentifier;constructor(){this.agentIdentifier=(0,r.LA)(16)}#e(t,...r){if("function"==typeof this.api?.[t])return this.api[t](...r);(0,e.R)(35,t)}addPageAction(e,t){return this.#e("addPageAction",e,t)}recordCustomEvent(e,t){return this.#e("recordCustomEvent",e,t)}setPageViewName(e,t){return this.#e("setPageViewName",e,t)}setCustomAttribute(e,t,r){return this.#e("setCustomAttribute",e,t,r)}noticeError(e,t){return this.#e("noticeError",e,t)}setUserId(e){return this.#e("setUserId",e)}setApplicationVersion(e){return this.#e("setApplicationVersion",e)}setErrorHandler(e){return this.#e("setErrorHandler",e)}addRelease(e,t){return this.#e("addRelease",e,t)}log(e,t){return this.#e("log",e,t)}}class o extends n{#e(t,...r){if("function"==typeof this.api?.[t])return this.api[t](...r);(0,e.R)(35,t)}start(){return this.#e("start")}finished(e){return this.#e("finished",e)}recordReplay(){return this.#e(t.G4.RECORD)}pauseReplay(){return this.#e(t.G4.PAUSE)}addToTrace(e){return this.#e("addToTrace",e)}setCurrentRouteName(e){return this.#e("setCurrentRouteName",e)}interaction(){return this.#e("interaction")}wrapLogger(e,t,r){return this.#e("wrapLogger",e,t,r)}}var a=i(860),s=i(9417);const c=Object.values(a.K7);function u(e){const t={};return c.forEach((r=>{t[r]=function(e,t){return!0===(0,s.gD)(t,"".concat(e,".enabled"))}(r,e)})),t}var d=i(425);var l=i(1687),f=i(4234),h=i(5289),p=i(6154),g=i(5270),m=i(7767),v=i(6389);class b extends f.W{constructor(e,t,r=!0){super(e.agentIdentifier,t),this.auto=r,this.abortHandler=void 0,this.featAggregate=void 0,this.onAggregateImported=void 0,!1===e.init[this.featureName].autoStart&&(this.auto=!1),this.auto?(0,l.Ak)(e.agentIdentifier,t):this.ee.on("manual-start-all",(0,v.J)((()=>{(0,l.Ak)(e.agentIdentifier,this.featureName),this.auto=!0,this.importAggregator(e)})))}importAggregator(t,r={}){if(this.featAggregate||!this.auto)return;let n;this.onAggregateImported=new Promise((e=>{n=e}));const o=async()=>{let o;try{if((0,m.V)(this.agentIdentifier)){const{setupAgentSession:e}=await i.e(478).then(i.bind(i,6526));o=e(t)}}catch(t){(0,e.R)(20,t),this.ee.emit("internal-error",[t]),this.featureName===a.K7.sessionReplay&&this.abortHandler?.()}try{if(!this.#t(this.featureName,o))return(0,l.Ze)(this.agentIdentifier,this.featureName),void n(!1);const{lazyFeatureLoader:e}=await i.e(478).then(i.bind(i,6103)),{Aggregate:a}=await e(this.featureName,"aggregate");this.featAggregate=new a(t,r),t.runtime.harvester.initializedAggregates.push(this.featAggregate),n(!0)}catch(t){(0,e.R)(34,t),this.abortHandler?.(),(0,l.Ze)(this.agentIdentifier,this.featureName,!0),n(!1),this.ee&&this.ee.abort()}};p.RI?(0,h.GG)((()=>o()),!0):o()}#t(e,t){switch(e){case a.K7.sessionReplay:return(0,g.SR)(this.agentIdentifier)&&!!t;case a.K7.sessionTrace:return!!t;default:return!0}}}var y=i(6630);class w extends b{static featureName=y.T;constructor(e,t=!0){super(e,y.T,t),this.importAggregator(e)}}var R=i(384);var x=i(9908),E=i(2843),T=i(3878),A=i(782),S=i(1863);class N extends b{static featureName=A.T;constructor(e,t=!0){super(e,A.T,t),p.RI&&((0,E.u)((()=>(0,x.p)("docHidden",[(0,S.t)()],void 0,A.T,this.ee)),!0),(0,T.sp)("pagehide",(()=>(0,x.p)("winPagehide",[(0,S.t)()],void 0,A.T,this.ee))),this.importAggregator(e))}}var _=i(3969);class O extends b{static featureName=_.TZ;constructor(e,t=!0){super(e,_.TZ,t),this.importAggregator(e)}}var I=i(6774),P=i(3304);class j{constructor(e,t,r,n,i){this.name="UncaughtError",this.message="string"==typeof e?e:(0,P.A)(e),this.sourceURL=t,this.line=r,this.column=n,this.__newrelic=i}}function C(e){return H(e)?e:new j(void 0!==e?.message?e.message:e,e?.filename||e?.sourceURL,e?.lineno||e?.line,e?.colno||e?.col,e?.__newrelic)}function k(e){const t="Unhandled Promise Rejection";if(!e?.reason)return;if(H(e.reason))try{return e.reason.message=t+": "+e.reason.message,C(e.reason)}catch(t){return C(e.reason)}const r=C(e.reason);return r.message=t+": "+r?.message,r}function L(e){if(e.error instanceof SyntaxError&&!/:\d+$/.test(e.error.stack?.trim())){const t=new j(e.message,e.filename,e.lineno,e.colno,e.error.__newrelic);return t.name=SyntaxError.name,t}return H(e.error)?e.error:C(e)}function H(e){return e instanceof Error&&!!e.stack}class M extends b{static featureName=I.T;#r=!1;constructor(e,r=!0){super(e,I.T,r);try{this.removeOnAbort=new AbortController}catch(e){}this.ee.on("internal-error",((e,t)=>{this.abortHandler&&(0,x.p)("ierr",[C(e),(0,S.t)(),!0,{},this.#r,t],void 0,this.featureName,this.ee)})),this.ee.on(t.G4.REPLAY_RUNNING,(e=>{this.#r=e})),p.gm.addEventListener("unhandledrejection",(e=>{this.abortHandler&&(0,x.p)("err",[k(e),(0,S.t)(),!1,{unhandledPromiseRejection:1},this.#r],void 0,this.featureName,this.ee)}),(0,T.jT)(!1,this.removeOnAbort?.signal)),p.gm.addEventListener("error",(e=>{this.abortHandler&&(0,x.p)("err",[L(e),(0,S.t)(),!1,{},this.#r],void 0,this.featureName,this.ee)}),(0,T.jT)(!1,this.removeOnAbort?.signal)),this.abortHandler=this.#n,this.importAggregator(e)}#n(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var D=i(8990);let K=1;const U="nr@id";function V(e){const t=typeof e;return!e||"object"!==t&&"function"!==t?-1:e===p.gm?0:(0,D.I)(e,U,(function(){return K++}))}function G(e){if("string"==typeof e&&e.length)return e.length;if("object"==typeof e){if("undefined"!=typeof ArrayBuffer&&e instanceof ArrayBuffer&&e.byteLength)return e.byteLength;if("undefined"!=typeof Blob&&e instanceof Blob&&e.size)return e.size;if(!("undefined"!=typeof FormData&&e instanceof FormData))try{return(0,P.A)(e).length}catch(e){return}}}var F=i(8139),B=i(7836),W=i(3434);const z={},q=["open","send"];function Z(t){var r=t||B.ee;const n=function(e){return(e||B.ee).get("xhr")}(r);if(void 0===p.gm.XMLHttpRequest)return n;if(z[n.debugId]++)return n;z[n.debugId]=1,(0,F.u)(r);var i=(0,W.YM)(n),o=p.gm.XMLHttpRequest,a=p.gm.MutationObserver,s=p.gm.Promise,c=p.gm.setInterval,u="readystatechange",d=["onload","onerror","onabort","onloadstart","onloadend","onprogress","ontimeout"],l=[],f=p.gm.XMLHttpRequest=function(t){const r=new o(t),a=n.context(r);try{n.emit("new-xhr",[r],a),r.addEventListener(u,(s=a,function(){var e=this;e.readyState>3&&!s.resolved&&(s.resolved=!0,n.emit("xhr-resolved",[],e)),i.inPlace(e,d,"fn-",y)}),(0,T.jT)(!1))}catch(t){(0,e.R)(15,t);try{n.emit("internal-error",[t])}catch(e){}}var s;return r};function h(e,t){i.inPlace(t,["onreadystatechange"],"fn-",y)}if(function(e,t){for(var r in e)t[r]=e[r]}(o,f),f.prototype=o.prototype,i.inPlace(f.prototype,q,"-xhr-",y),n.on("send-xhr-start",(function(e,t){h(e,t),function(e){l.push(e),a&&(g?g.then(b):c?c(b):(m=-m,v.data=m))}(t)})),n.on("open-xhr-start",h),a){var g=s&&s.resolve();if(!c&&!s){var m=1,v=document.createTextNode(m);new a(b).observe(v,{characterData:!0})}}else r.on("fn-end",(function(e){e[0]&&e[0].type===u||b()}));function b(){for(var e=0;e<l.length;e++)h(0,l[e]);l.length&&(l=[])}function y(e,t){return t}return n}var Y="fetch-",X=Y+"body-",J=["arrayBuffer","blob","json","text","formData"],Q=p.gm.Request,ee=p.gm.Response,te="prototype";const re={};function ne(e){const t=function(e){return(e||B.ee).get("fetch")}(e);if(!(Q&&ee&&p.gm.fetch))return t;if(re[t.debugId]++)return t;function r(e,r,n){var i=e[r];"function"==typeof i&&(e[r]=function(){var e,r=[...arguments],o={};t.emit(n+"before-start",[r],o),o[B.P]&&o[B.P].dt&&(e=o[B.P].dt);var a=i.apply(this,r);return t.emit(n+"start",[r,e],a),a.then((function(e){return t.emit(n+"end",[null,e],a),e}),(function(e){throw t.emit(n+"end",[e],a),e}))})}return re[t.debugId]=1,J.forEach((e=>{r(Q[te],e,X),r(ee[te],e,X)})),r(p.gm,"fetch",Y),t.on(Y+"end",(function(e,r){var n=this;if(r){var i=r.headers.get("content-length");null!==i&&(n.rxSize=i),t.emit(Y+"done",[null,r],n)}else t.emit(Y+"done",[e],n)})),t}var ie=i(7485),oe=i(5603);class ae{constructor(e){this.agentIdentifier=e}generateTracePayload(e){if(!this.shouldGenerateTrace(e))return null;var t=(0,oe.o)(this.agentIdentifier);if(!t)return null;var n=(t.accountID||"").toString()||null,i=(t.agentID||"").toString()||null,o=(t.trustKey||"").toString()||null;if(!n||!i)return null;var a=(0,r.ZF)(),s=(0,r.el)(),c=Date.now(),u={spanId:a,traceId:s,timestamp:c};return(e.sameOrigin||this.isAllowedOrigin(e)&&this.useTraceContextHeadersForCors())&&(u.traceContextParentHeader=this.generateTraceContextParentHeader(a,s),u.traceContextStateHeader=this.generateTraceContextStateHeader(a,c,n,i,o)),(e.sameOrigin&&!this.excludeNewrelicHeader()||!e.sameOrigin&&this.isAllowedOrigin(e)&&this.useNewrelicHeaderForCors())&&(u.newrelicHeader=this.generateTraceHeader(a,s,c,n,i,o)),u}generateTraceContextParentHeader(e,t){return"00-"+t+"-"+e+"-01"}generateTraceContextStateHeader(e,t,r,n,i){return i+"@nr=0-1-"+r+"-"+n+"-"+e+"----"+t}generateTraceHeader(e,t,r,n,i,o){if(!("function"==typeof p.gm?.btoa))return null;var a={v:[0,1],d:{ty:"Browser",ac:n,ap:i,id:e,tr:t,ti:r}};return o&&n!==o&&(a.d.tk=o),btoa((0,P.A)(a))}shouldGenerateTrace(e){return this.isDtEnabled()&&this.isAllowedOrigin(e)}isAllowedOrigin(e){var t=!1,r={};if((0,s.gD)(this.agentIdentifier,"distributed_tracing")&&(r=(0,s.D0)(this.agentIdentifier).distributed_tracing),e.sameOrigin)t=!0;else if(r.allowed_origins instanceof Array)for(var n=0;n<r.allowed_origins.length;n++){var i=(0,ie.D)(r.allowed_origins[n]);if(e.hostname===i.hostname&&e.protocol===i.protocol&&e.port===i.port){t=!0;break}}return t}isDtEnabled(){var e=(0,s.gD)(this.agentIdentifier,"distributed_tracing");return!!e&&!!e.enabled}excludeNewrelicHeader(){var e=(0,s.gD)(this.agentIdentifier,"distributed_tracing");return!!e&&!!e.exclude_newrelic_header}useNewrelicHeaderForCors(){var e=(0,s.gD)(this.agentIdentifier,"distributed_tracing");return!!e&&!1!==e.cors_use_newrelic_header}useTraceContextHeadersForCors(){var e=(0,s.gD)(this.agentIdentifier,"distributed_tracing");return!!e&&!!e.cors_use_tracecontext_headers}}var se=i(9300),ce=i(7295),ue=["load","error","abort","timeout"],de=ue.length,le=(0,R.dV)().o.REQ,fe=(0,R.dV)().o.XHR;class he extends b{static featureName=se.T;constructor(e,t=!0){super(e,se.T,t),this.dt=new ae(e.agentIdentifier),this.handler=(e,t,r,n)=>(0,x.p)(e,t,r,n,this.ee);try{const e={xmlhttprequest:"xhr",fetch:"fetch",beacon:"beacon"};p.gm?.performance?.getEntriesByType("resource").forEach((t=>{if(t.initiatorType in e&&0!==t.responseStatus){const r={status:t.responseStatus},n={rxSize:t.transferSize,duration:Math.floor(t.duration),cbTime:0};pe(r,t.name),this.handler("xhr",[r,n,t.startTime,t.responseEnd,e[t.initiatorType]],void 0,a.K7.ajax)}}))}catch(e){}ne(this.ee),Z(this.ee),function(e,t,r,n){function i(e){var t=this;t.totalCbs=0,t.called=0,t.cbTime=0,t.end=R,t.ended=!1,t.xhrGuids={},t.lastSize=null,t.loadCaptureCalled=!1,t.params=this.params||{},t.metrics=this.metrics||{},e.addEventListener("load",(function(r){E(t,e)}),(0,T.jT)(!1)),p.lR||e.addEventListener("progress",(function(e){t.lastSize=e.loaded}),(0,T.jT)(!1))}function o(e){this.params={method:e[0]},pe(this,e[1]),this.metrics={}}function s(t,r){e.loader_config.xpid&&this.sameOrigin&&r.setRequestHeader("X-NewRelic-ID",e.loader_config.xpid);var i=n.generateTracePayload(this.parsedOrigin);if(i){var o=!1;i.newrelicHeader&&(r.setRequestHeader("newrelic",i.newrelicHeader),o=!0),i.traceContextParentHeader&&(r.setRequestHeader("traceparent",i.traceContextParentHeader),i.traceContextStateHeader&&r.setRequestHeader("tracestate",i.traceContextStateHeader),o=!0),o&&(this.dt=i)}}function c(e,r){var n=this.metrics,i=e[0],o=this;if(n&&i){var a=G(i);a&&(n.txSize=a)}this.startTime=(0,S.t)(),this.body=i,this.listener=function(e){try{"abort"!==e.type||o.loadCaptureCalled||(o.params.aborted=!0),("load"!==e.type||o.called===o.totalCbs&&(o.onloadCalled||"function"!=typeof r.onload)&&"function"==typeof o.end)&&o.end(r)}catch(e){try{t.emit("internal-error",[e])}catch(e){}}};for(var s=0;s<de;s++)r.addEventListener(ue[s],this.listener,(0,T.jT)(!1))}function u(e,t,r){this.cbTime+=e,t?this.onloadCalled=!0:this.called+=1,this.called!==this.totalCbs||!this.onloadCalled&&"function"==typeof r.onload||"function"!=typeof this.end||this.end(r)}function d(e,t){var r=""+V(e)+!!t;this.xhrGuids&&!this.xhrGuids[r]&&(this.xhrGuids[r]=!0,this.totalCbs+=1)}function l(e,t){var r=""+V(e)+!!t;this.xhrGuids&&this.xhrGuids[r]&&(delete this.xhrGuids[r],this.totalCbs-=1)}function f(){this.endTime=(0,S.t)()}function h(e,r){r instanceof fe&&"load"===e[0]&&t.emit("xhr-load-added",[e[1],e[2]],r)}function g(e,r){r instanceof fe&&"load"===e[0]&&t.emit("xhr-load-removed",[e[1],e[2]],r)}function m(e,t,r){t instanceof fe&&("onload"===r&&(this.onload=!0),("load"===(e[0]&&e[0].type)||this.onload)&&(this.xhrCbStart=(0,S.t)()))}function v(e,r){this.xhrCbStart&&t.emit("xhr-cb-time",[(0,S.t)()-this.xhrCbStart,this.onload,r],r)}function b(e){var t,r=e[1]||{};if("string"==typeof e[0]?0===(t=e[0]).length&&p.RI&&(t=""+p.gm.location.href):e[0]&&e[0].url?t=e[0].url:p.gm?.URL&&e[0]&&e[0]instanceof URL?t=e[0].href:"function"==typeof e[0].toString&&(t=e[0].toString()),"string"==typeof t&&0!==t.length){t&&(this.parsedOrigin=(0,ie.D)(t),this.sameOrigin=this.parsedOrigin.sameOrigin);var i=n.generateTracePayload(this.parsedOrigin);if(i&&(i.newrelicHeader||i.traceContextParentHeader))if(e[0]&&e[0].headers)s(e[0].headers,i)&&(this.dt=i);else{var o={};for(var a in r)o[a]=r[a];o.headers=new Headers(r.headers||{}),s(o.headers,i)&&(this.dt=i),e.length>1?e[1]=o:e.push(o)}}function s(e,t){var r=!1;return t.newrelicHeader&&(e.set("newrelic",t.newrelicHeader),r=!0),t.traceContextParentHeader&&(e.set("traceparent",t.traceContextParentHeader),t.traceContextStateHeader&&e.set("tracestate",t.traceContextStateHeader),r=!0),r}}function y(e,t){this.params={},this.metrics={},this.startTime=(0,S.t)(),this.dt=t,e.length>=1&&(this.target=e[0]),e.length>=2&&(this.opts=e[1]);var r,n=this.opts||{},i=this.target;"string"==typeof i?r=i:"object"==typeof i&&i instanceof le?r=i.url:p.gm?.URL&&"object"==typeof i&&i instanceof URL&&(r=i.href),pe(this,r);var o=(""+(i&&i instanceof le&&i.method||n.method||"GET")).toUpperCase();this.params.method=o,this.body=n.body,this.txSize=G(n.body)||0}function w(e,t){if(this.endTime=(0,S.t)(),this.params||(this.params={}),(0,ce.iW)(this.params))return;let n;this.params.status=t?t.status:0,"string"==typeof this.rxSize&&this.rxSize.length>0&&(n=+this.rxSize);const i={txSize:this.txSize,rxSize:n,duration:(0,S.t)()-this.startTime};r("xhr",[this.params,i,this.startTime,this.endTime,"fetch"],this,a.K7.ajax)}function R(e){const t=this.params,n=this.metrics;if(!this.ended){this.ended=!0;for(let t=0;t<de;t++)e.removeEventListener(ue[t],this.listener,!1);t.aborted||(0,ce.iW)(t)||(n.duration=(0,S.t)()-this.startTime,this.loadCaptureCalled||4!==e.readyState?null==t.status&&(t.status=0):E(this,e),n.cbTime=this.cbTime,r("xhr",[t,n,this.startTime,this.endTime,"xhr"],this,a.K7.ajax))}}function E(e,r){e.params.status=r.status;var n=function(e,t){var r=e.responseType;return"json"===r&&null!==t?t:"arraybuffer"===r||"blob"===r||"json"===r?G(e.response):"text"===r||""===r||void 0===r?G(e.responseText):void 0}(r,e.lastSize);if(n&&(e.metrics.rxSize=n),e.sameOrigin){var i=r.getResponseHeader("X-NewRelic-App-Data");i&&((0,x.p)(_.rs,["Ajax/CrossApplicationTracing/Header/Seen"],void 0,a.K7.metrics,t),e.params.cat=i.split(", ").pop())}e.loadCaptureCalled=!0}t.on("new-xhr",i),t.on("open-xhr-start",o),t.on("open-xhr-end",s),t.on("send-xhr-start",c),t.on("xhr-cb-time",u),t.on("xhr-load-added",d),t.on("xhr-load-removed",l),t.on("xhr-resolved",f),t.on("addEventListener-end",h),t.on("removeEventListener-end",g),t.on("fn-end",v),t.on("fetch-before-start",b),t.on("fetch-start",y),t.on("fn-start",m),t.on("fetch-done",w)}(e,this.ee,this.handler,this.dt),this.importAggregator(e)}}function pe(e,t){var r=(0,ie.D)(t),n=e.params||e;n.hostname=r.hostname,n.port=r.port,n.protocol=r.protocol,n.host=r.hostname+":"+r.port,n.pathname=r.pathname,e.parsedOrigin=r,e.sameOrigin=r.sameOrigin}const ge={},me=["pushState","replaceState"];function ve(e){const t=function(e){return(e||B.ee).get("history")}(e);return!p.RI||ge[t.debugId]++||(ge[t.debugId]=1,(0,W.YM)(t).inPlace(window.history,me,"-")),t}var be=i(3738);const{He:ye,bD:we,d3:Re,Kp:xe,TZ:Ee,Lc:Te,uP:Ae,Rz:Se}=be;class Ne extends b{static featureName=Ee;constructor(e,t=!0){super(e,Ee,t);if(!(0,m.V)(this.agentIdentifier))return void this.deregisterDrain();const r=this.ee;let n;ve(r),this.eventsEE=(0,F.u)(r),this.eventsEE.on(Ae,(function(e,t){this.bstStart=(0,S.t)()})),this.eventsEE.on(Te,(function(e,t){(0,x.p)("bst",[e[0],t,this.bstStart,(0,S.t)()],void 0,a.K7.sessionTrace,r)})),r.on(Se+Re,(function(e){this.time=(0,S.t)(),this.startPath=location.pathname+location.hash})),r.on(Se+xe,(function(e){(0,x.p)("bstHist",[location.pathname+location.hash,this.startPath,this.time],void 0,a.K7.sessionTrace,r)}));try{n=new PerformanceObserver((e=>{const t=e.getEntries();(0,x.p)(ye,[t],void 0,a.K7.sessionTrace,r)})),n.observe({type:we,buffered:!0})}catch(e){}this.importAggregator(e,{resourceObserver:n})}}var _e=i(2614);class Oe extends b{static featureName=t.TZ;#i;#o;constructor(e,r=!0){let n;super(e,t.TZ,r),this.replayRunning=!1,this.#o=e;try{n=JSON.parse(localStorage.getItem("".concat(_e.H3,"_").concat(_e.uh)))}catch(e){}(0,g.SR)(e.agentIdentifier)&&this.ee.on(t.G4.RECORD,(()=>this.#a())),this.#s(n)?(this.#i=n?.sessionReplayMode,this.#c()):this.importAggregator(e),this.ee.on("err",(e=>{this.replayRunning&&(this.errorNoticed=!0,(0,x.p)(t.G4.ERROR_DURING_REPLAY,[e],void 0,this.featureName,this.ee))})),this.ee.on(t.G4.REPLAY_RUNNING,(e=>{this.replayRunning=e}))}#s(e){return e&&(e.sessionReplayMode===_e.g.FULL||e.sessionReplayMode===_e.g.ERROR)||(0,g.Aw)(this.agentIdentifier)}#u=!1;async#c(e){if(!this.#u){this.#u=!0;try{const{Recorder:t}=await Promise.all([i.e(478),i.e(249)]).then(i.bind(i,8589));this.recorder??=new t({mode:this.#i,agentIdentifier:this.agentIdentifier,trigger:e,ee:this.ee,agentRef:this.#o}),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording}catch(e){}this.importAggregator(this.#o,{recorder:this.recorder,errorNoticed:this.errorNoticed})}}#a(){this.featAggregate?this.featAggregate.mode!==_e.g.FULL&&this.featAggregate.initializeRecording(_e.g.FULL,!0):(this.#i=_e.g.FULL,this.#c(t.Qb.API),this.recorder&&this.recorder.parent.mode!==_e.g.FULL&&(this.recorder.parent.mode=_e.g.FULL,this.recorder.stopRecording(),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording))}}var Ie=i(3962);class Pe extends b{static featureName=Ie.TZ;constructor(e,t=!0){if(super(e,Ie.TZ,t),!p.RI||!(0,R.dV)().o.MO)return;const r=ve(this.ee);Ie.tC.forEach((e=>{(0,T.sp)(e,(e=>{a(e)}),!0)}));const n=()=>(0,x.p)("newURL",[(0,S.t)(),""+window.location],void 0,this.featureName,this.ee);r.on("pushState-end",n),r.on("replaceState-end",n);try{this.removeOnAbort=new AbortController}catch(e){}(0,T.sp)("popstate",(e=>(0,x.p)("newURL",[e.timeStamp,""+window.location],void 0,this.featureName,this.ee)),!0,this.removeOnAbort?.signal);let i=!1;const o=new((0,R.dV)().o.MO)(((e,t)=>{i||(i=!0,requestAnimationFrame((()=>{(0,x.p)("newDom",[(0,S.t)()],void 0,this.featureName,this.ee),i=!1})))})),a=(0,v.s)((e=>{(0,x.p)("newUIEvent",[e],void 0,this.featureName,this.ee),o.observe(document.body,{attributes:!0,childList:!0,subtree:!0,characterData:!0})}),100,{leading:!0});this.abortHandler=function(){this.removeOnAbort?.abort(),o.disconnect(),this.abortHandler=void 0},this.importAggregator(e,{domObserver:o})}}var je=i(7378);const Ce={},ke=["appendChild","insertBefore","replaceChild"];function Le(e){const t=function(e){return(e||B.ee).get("jsonp")}(e);if(!p.RI||Ce[t.debugId])return t;Ce[t.debugId]=!0;var r=(0,W.YM)(t),n=/[?&](?:callback|cb)=([^&#]+)/,i=/(.*)\.([^.]+)/,o=/^(\w+)(\.|$)(.*)$/;function a(e,t){if(!e)return t;const r=e.match(o),n=r[1];return a(r[3],t[n])}return r.inPlace(Node.prototype,ke,"dom-"),t.on("dom-start",(function(e){!function(e){if(!e||"string"!=typeof e.nodeName||"script"!==e.nodeName.toLowerCase())return;if("function"!=typeof e.addEventListener)return;var o=(s=e.src,c=s.match(n),c?c[1]:null);var s,c;if(!o)return;var u=function(e){var t=e.match(i);if(t&&t.length>=3)return{key:t[2],parent:a(t[1],window)};return{key:e,parent:window}}(o);if("function"!=typeof u.parent[u.key])return;var d={};function l(){t.emit("jsonp-end",[],d),e.removeEventListener("load",l,(0,T.jT)(!1)),e.removeEventListener("error",f,(0,T.jT)(!1))}function f(){t.emit("jsonp-error",[],d),t.emit("jsonp-end",[],d),e.removeEventListener("load",l,(0,T.jT)(!1)),e.removeEventListener("error",f,(0,T.jT)(!1))}r.inPlace(u.parent,[u.key],"cb-",d),e.addEventListener("load",l,(0,T.jT)(!1)),e.addEventListener("error",f,(0,T.jT)(!1)),t.emit("new-jsonp",[e.src],d)}(e[0])})),t}const He={};function Me(e){const t=function(e){return(e||B.ee).get("promise")}(e);if(He[t.debugId])return t;He[t.debugId]=!0;var r=t.context,n=(0,W.YM)(t),i=p.gm.Promise;return i&&function(){function e(r){var o=t.context(),a=n(r,"executor-",o,null,!1);const s=Reflect.construct(i,[a],e);return t.context(s).getCtx=function(){return o},s}p.gm.Promise=e,Object.defineProperty(e,"name",{value:"Promise"}),e.toString=function(){return i.toString()},Object.setPrototypeOf(e,i),["all","race"].forEach((function(r){const n=i[r];e[r]=function(e){let i=!1;[...e||[]].forEach((e=>{this.resolve(e).then(a("all"===r),a(!1))}));const o=n.apply(this,arguments);return o;function a(e){return function(){t.emit("propagate",[null,!i],o,!1,!1),i=i||!e}}}})),["resolve","reject"].forEach((function(r){const n=i[r];e[r]=function(e){const r=n.apply(this,arguments);return e!==r&&t.emit("propagate",[e,!0],r,!1,!1),r}})),e.prototype=i.prototype;const o=i.prototype.then;i.prototype.then=function(...e){var i=this,a=r(i);a.promise=i,e[0]=n(e[0],"cb-",a,null,!1),e[1]=n(e[1],"cb-",a,null,!1);const s=o.apply(this,e);return a.nextPromise=s,t.emit("propagate",[i,!0],s,!1,!1),s},i.prototype.then[W.Jt]=o,t.on("executor-start",(function(e){e[0]=n(e[0],"resolve-",this,null,!1),e[1]=n(e[1],"resolve-",this,null,!1)})),t.on("executor-err",(function(e,t,r){e[1](r)})),t.on("cb-end",(function(e,r,n){t.emit("propagate",[n,!0],this.nextPromise,!1,!1)})),t.on("propagate",(function(e,r,n){this.getCtx&&!r||(this.getCtx=function(){if(e instanceof Promise)var r=t.context(e);return r&&r.getCtx?r.getCtx():this})}))}(),t}const De={},Ke="setTimeout",Ue="setInterval",Ve="clearTimeout",Ge="-start",Fe=[Ke,"setImmediate",Ue,Ve,"clearImmediate"];function Be(e){const t=function(e){return(e||B.ee).get("timer")}(e);if(De[t.debugId]++)return t;De[t.debugId]=1;var r=(0,W.YM)(t);return r.inPlace(p.gm,Fe.slice(0,2),Ke+"-"),r.inPlace(p.gm,Fe.slice(2,3),Ue+"-"),r.inPlace(p.gm,Fe.slice(3),Ve+"-"),t.on(Ue+Ge,(function(e,t,n){e[0]=r(e[0],"fn-",null,n)})),t.on(Ke+Ge,(function(e,t,n){this.method=n,this.timerDuration=isNaN(e[1])?0:+e[1],e[0]=r(e[0],"fn-",this,n)})),t}const We={};function ze(e){const t=function(e){return(e||B.ee).get("mutation")}(e);if(!p.RI||We[t.debugId])return t;We[t.debugId]=!0;var r=(0,W.YM)(t),n=p.gm.MutationObserver;return n&&(window.MutationObserver=function(e){return this instanceof n?new n(r(e,"fn-")):n.apply(this,arguments)},MutationObserver.prototype=n.prototype),t}const{TZ:qe,d3:Ze,Kp:Ye,$p:Xe,wW:$e,e5:Je,tH:Qe,uP:et,rw:tt,Lc:rt}=je;class nt extends b{static featureName=qe;constructor(e,t=!0){if(super(e,qe,t),!p.RI)return;try{this.removeOnAbort=new AbortController}catch(e){}let r,n=0;const i=this.ee.get("tracer"),o=Le(this.ee),a=Me(this.ee),s=Be(this.ee),c=Z(this.ee),u=this.ee.get("events"),d=ne(this.ee),l=ve(this.ee),f=ze(this.ee);function h(e,t){l.emit("newURL",[""+window.location,t])}function g(){n++,r=window.location.hash,this[et]=(0,S.t)()}function m(){n--,window.location.hash!==r&&h(0,!0);var e=(0,S.t)();this[Je]=~~this[Je]+e-this[et],this[rt]=e}function v(e,t){e.on(t,(function(){this[t]=(0,S.t)()}))}this.ee.on(et,g),a.on(tt,g),o.on(tt,g),this.ee.on(rt,m),a.on($e,m),o.on($e,m),this.ee.on("fn-err",((...t)=>{t[2]?.__newrelic?.[e.agentIdentifier]||(0,x.p)("function-err",[...t],void 0,this.featureName,this.ee)})),this.ee.buffer([et,rt,"xhr-resolved"],this.featureName),u.buffer([et],this.featureName),s.buffer(["setTimeout"+Ye,"clearTimeout"+Ze,et],this.featureName),c.buffer([et,"new-xhr","send-xhr"+Ze],this.featureName),d.buffer([Qe+Ze,Qe+"-done",Qe+Xe+Ze,Qe+Xe+Ye],this.featureName),l.buffer(["newURL"],this.featureName),f.buffer([et],this.featureName),a.buffer(["propagate",tt,$e,"executor-err","resolve"+Ze],this.featureName),i.buffer([et,"no-"+et],this.featureName),o.buffer(["new-jsonp","cb-start","jsonp-error","jsonp-end"],this.featureName),v(d,Qe+Ze),v(d,Qe+"-done"),v(o,"new-jsonp"),v(o,"jsonp-end"),v(o,"cb-start"),l.on("pushState-end",h),l.on("replaceState-end",h),window.addEventListener("hashchange",h,(0,T.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener("load",h,(0,T.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener("popstate",(function(){h(0,n>1)}),(0,T.jT)(!0,this.removeOnAbort?.signal)),this.abortHandler=this.#n,this.importAggregator(e)}#n(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var it=i(3333);class ot extends b{static featureName=it.TZ;constructor(e,t=!0){super(e,it.TZ,t);const r=[e.init.page_action.enabled,e.init.performance.capture_marks,e.init.performance.capture_measures,e.init.user_actions.enabled,e.init.performance.resources.enabled];if(p.RI&&(e.init.user_actions.enabled&&(it.Zp.forEach((e=>(0,T.sp)(e,(e=>(0,x.p)("ua",[e],void 0,this.featureName,this.ee)),!0))),it.qN.forEach((e=>{const t=(0,v.s)((e=>{(0,x.p)("ua",[e],void 0,this.featureName,this.ee)}),500,{leading:!0});(0,T.sp)(e,t)}))),e.init.performance.resources.enabled&&p.gm.PerformanceObserver?.supportedEntryTypes.includes("resource"))){new PerformanceObserver((e=>{e.getEntries().forEach((e=>{(0,x.p)("browserPerformance.resource",[e],void 0,this.featureName,this.ee)}))})).observe({type:"resource",buffered:!0})}r.some((e=>e))?this.importAggregator(e):this.deregisterDrain()}}var at=i(993),st=i(3785);class ct extends b{static featureName=at.TZ;constructor(e,t=!0){super(e,at.TZ,t);const r=this.ee;this.ee.on("wrap-logger-end",(function([e]){const{level:t,customAttributes:n}=this;(0,st.R)(r,e,n,t)})),this.importAggregator(e)}}new class extends o{constructor(t){super(),p.gm?(this.features={},(0,R.bQ)(this.agentIdentifier,this),this.desiredFeatures=new Set(t.features||[]),this.desiredFeatures.add(w),this.runSoftNavOverSpa=[...this.desiredFeatures].some((e=>e.featureName===a.K7.softNav)),(0,d.j)(this,t,t.loaderType||"agent"),this.run()):(0,e.R)(21)}get config(){return{info:this.info,init:this.init,loader_config:this.loader_config,runtime:this.runtime}}run(){try{const t=u(this.agentIdentifier),r=[...this.desiredFeatures];r.sort(((e,t)=>a.P3[e.featureName]-a.P3[t.featureName])),r.forEach((r=>{if(!t[r.featureName]&&r.featureName!==a.K7.pageViewEvent)return;if(this.runSoftNavOverSpa&&r.featureName===a.K7.spa)return;if(!this.runSoftNavOverSpa&&r.featureName===a.K7.softNav)return;const n=function(e){switch(e){case a.K7.ajax:return[a.K7.jserrors];case a.K7.sessionTrace:return[a.K7.ajax,a.K7.pageViewEvent];case a.K7.sessionReplay:return[a.K7.sessionTrace];case a.K7.pageViewTiming:return[a.K7.pageViewEvent];default:return[]}}(r.featureName).filter((e=>!(e in this.features)));n.length>0&&(0,e.R)(36,{targetFeature:r.featureName,missingDependencies:n}),this.features[r.featureName]=new r(this)}))}catch(t){(0,e.R)(22,t);for(const e in this.features)this.features[e].abortHandler?.();const r=(0,R.Zm)();delete r.initializedAgents[this.agentIdentifier]?.api,delete r.initializedAgents[this.agentIdentifier]?.features,delete this.sharedAggregator;return r.ee.get(this.agentIdentifier).abort(),!1}}}({features:[he,w,N,Ne,Oe,O,M,ot,ct,Pe,nt],loaderType:"spa"})})()})(); </script><link rel="stylesheet" href="/assets/styles.generated-CmzcVq8e.css"/><link rel="stylesheet" href="/assets/brand.generated-Ia7wQA3U.css"/><link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Montserrat:ital,wght@0,400;0,500;0,600;0,700;1,400;1,500;1,600;1,700&display=swap"/><link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=Montserrat:ital,wght@0,400;0,500;0,600;0,700;1,400;1,500;1,600;1,700&display=swap"/><noscript><style type="text/css">.gptHideContent { opacity: 1!important; }</style></noscript><script src="https://loader.bridged.media/bridged-agent.js"></script><script src="https://loader.bridged.media/bridged-agent.js"></script><script type="text/javascript" src="https://cdn.cookielaw.org/consent/db797727-a266-409f-983d-f30f1926b3fb/OtAutoBlock.js"></script><script type="text/javascript" src="https://cdn.cookielaw.org/scripttemplates/otSDKStub.js" data-domain-script="db797727-a266-409f-983d-f30f1926b3fb"></script><script type="text/javascript" id="vwoCode">window._vwo_code = window._vwo_code || (function () { var account_id = 775579, version = 1.5, settings_tolerance = 2000, library_tolerance = 2500, use_existing_jquery = false, is_spa = 1, hide_element = 'body', hide_element_style = 'opacity:0 !important;filter:alpha(opacity=0) !important;background:none !important',/* DO NOT EDIT BELOW THIS LINE */ f = false, d = document, vwoCodeEl = d.querySelector('#vwoCode'), code = { use_existing_jquery: function () { return use_existing_jquery }, library_tolerance: function () { return library_tolerance }, hide_element_style: function () { return '{' + hide_element_style + '}' }, finish: function () { if (!f) { f = true; var e = d.getElementById('_vis_opt_path_hides'); if (e) e.parentNode.removeChild(e) } }, finished: function () { return f }, load: function (e) { var t = d.createElement('script'); t.fetchPriority = 'high'; t.src = e; t.type = 'text/javascript'; t.onerror = function () { _vwo_code.finish() }; d.getElementsByTagName('head')[0].appendChild(t) }, getVersion: function () { return version }, getMatchedCookies: function (e) { var t = []; if (document.cookie) { t = document.cookie.match(e) || [] } return t }, getCombinationCookie: function () { var e = code.getMatchedCookies(/(?:^|;)\s?(_vis_opt_exp_\d+_combi=[^;$]*)/gi); e = e.map(function (e) { try { var t = decodeURIComponent(e); if (!/_vis_opt_exp_\d+_combi=(?:\d+,?)+\s*$/.test(t)) { return '' } return t } catch (e) { return '' } }); var i = []; e.forEach(function (e) { var t = e.match(/([\d,]+)/g); t && i.push(t.join('-')) }); return i.join('|') }, init: function () { if (d.URL.indexOf('__vwo_disable__') > -1) return; window.settings_timer = setTimeout(function () { _vwo_code.finish() }, settings_tolerance); var e = d.createElement('style'), t = hide_element ? hide_element + '{' + hide_element_style + '}' : '', i = d.getElementsByTagName('head')[0]; e.setAttribute('id', '_vis_opt_path_hides'); vwoCodeEl && e.setAttribute('nonce', vwoCodeEl.nonce); e.setAttribute('type', 'text/css'); if (e.styleSheet) e.styleSheet.cssText = t; else e.appendChild(d.createTextNode(t)); i.appendChild(e); var n = this.getCombinationCookie(); this.load('https://dev.visualwebsiteoptimizer.com/j.php?a=' + account_id + '&u=' + encodeURIComponent(d.URL) + '&f=' + +is_spa + '&vn=' + version + (n ? '&c=' + n : '')); return settings_timer } }; window._vwo_settings_timer = code.init(); return code; }()); </script></head><body class="brand-informationweek gptHideContent"><noscript></noscript><div id="bigsky_v"></div><div id="welcome_v"></div><main data-theme="theme1" class="Provider"><div data-testid="ad_blocker" class="ads ad adsbox doubleclick ad-placement carbon-ads" style="height:1px;width:1px;position:absolute;left:-999em;top:-999em"></div><div><div data-template="layout" class="Layout"><nav data-module="navigation" aria-label="navigation" class="Navigation"><div data-testid="header" class="Navigation-HeaderWrapper"><div class="FullScreenBackground Navigation-HeaderBackground"></div><div class="Navigation-Header"><div class="InformaBarTech" data-component="informa-bar"><div class="InformaBarTech-LogoSectionWrapper"><div class="InformaBarTech-LogoSection" data-testid="informa-bar-logo-section" role="button" tabindex="0" aria-label="Open Informa bar"><div class="InformaBarTech-LogoWrapper"><img class="InformaBarTech-Logo" src="data:image/png;base64,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" alt="Logo Informa"/></div><span class="InformaBarTech-IconWrapper InformaBarTech-IconWrapper_closed"><svg viewBox="0 0 320 512" aria-hidden="true" focusable="false" role="img" xml:space="preserve" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" fill="currentColor" height="100%"><path fill="#ffffff" d="M288.662 352H31.338c-17.818 0-26.741-21.543-14.142-34.142l128.662-128.662c7.81-7.81 20.474-7.81 28.284 0l128.662 128.662c12.6 12.599 3.676 34.142-14.142 34.142z"></path></svg></span></div><p class="InformaBarTech-LogoInfoWrapper"><span class="InformaBarTech-LogoInfo">TechTarget and Informa Tech’s Digital Business Combine.</span><span class="InformaBarTech-LogoInfo InformaBarTech-LogoInfo_isMobile">TechTarget and Informa</span></p></div><div class="InformaBarTech-TopSection InformaBarTech-TopSection_hidden"><h2 class="InformaBarTech-TopSectionTitle">TechTarget and Informa Tech’s Digital Business Combine.</h2><p class="InformaBarTech-TopSectionDescription">Together, we power an unparalleled network of 220+ online properties covering 10,000+ granular topics, serving an audience of 50+ million professionals with original, objective content from trusted sources. We help you gain critical insights and make more informed decisions across your business priorities.</p></div></div></div></div><div class="Navigation-SecondaryMenuWrapper"><div class="FullScreenBackground Navigation-SecondaryMenuBackground"></div><div class="Navigation-SecondaryMenu"><nav data-testid="SecondaryMenu" class="SecondaryMenu"><a class="SecondaryMenu-Link" href="/resources?page=1&types=Research+Report" data-discover="true">Reports</a><a class="SecondaryMenu-Link" href="/resources?page=1&types=Virtual+Event&types=Webinar" data-discover="true">Online Events</a><a class="SecondaryMenu-Link" href="/advertise" data-discover="true">Advertise</a><a class="SecondaryMenu-Link" href="/about-us" data-discover="true">About</a></nav></div></div><div style="padding-top:0px"></div><div id="navigation-header" class="Navigation-NavBase"><div data-testid="navBase" class="NavBase"><div class="NavBase-Content"><div class="FullScreenBackground NavBase-SecondaryMenuBackground"></div><div class="NavBase-HeaderWrapper"><div class="NavBase-IconsWrapper"><button data-testid="navBase-megaMenuButton" class="NavBase-MegaMenuButton" aria-label="Open Mega menu"><span data-component="icon" data-name="Bars" class="NavBase-MegaMenuIcon NavBase-MegaMenuIcon_iconVariant_small NavBase-MegaMenuIcon_iconType_bars" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='15'%20viewBox='0%200%2018%2015'%3e%3cpath%20id='Hamburger'%20d='M17.518,70.234H.482A.48.48,0,0,1,0,69.755V68.479A.48.48,0,0,1,.482,68H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,70.234Zm0,6.383H.482A.48.48,0,0,1,0,76.138V74.862a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,76.617Zm0,6.383H.482A.48.48,0,0,1,0,82.521V81.245a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,83Z'%20transform='translate(0%20-68)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='15'%20viewBox='0%200%2018%2015'%3e%3cpath%20id='Hamburger'%20d='M17.518,70.234H.482A.48.48,0,0,1,0,69.755V68.479A.48.48,0,0,1,.482,68H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,70.234Zm0,6.383H.482A.48.48,0,0,1,0,76.138V74.862a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,76.617Zm0,6.383H.482A.48.48,0,0,1,0,82.521V81.245a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,83Z'%20transform='translate(0%20-68)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button><button data-testid="SearchButtonDesktop" class="NavBase-SearchButtonDesktop" aria-label="Open Search"><span data-component="icon" data-name="Search" class="NavBase-SearchIcon NavBase-SearchIcon_iconVariant_large NavBase-SearchIcon_iconType_search" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='22'%20height='21.789'%20viewBox='0%200%2022%2021.789'%3e%3cg%20id='search_icon'%20data-name='search%20icon'%20transform='translate(-1387%20-125)'%3e%3cpath%20id='search_icon-2'%20data-name='search%20icon'%20d='M1395.176,138.7a5.606,5.606,0,1,1,5.661-5.606A5.626,5.626,0,0,1,1395.176,138.7Zm7.547,0h-.994l-.351-.336a8.02,8.02,0,0,0,1.975-5.27,8.154,8.154,0,1,0-2.856,6.142l.34.349v.984l6.289,6.217,1.875-1.856Z'%20transform='translate(0%200)'/%3e%3c/g%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='22'%20height='21.789'%20viewBox='0%200%2022%2021.789'%3e%3cg%20id='search_icon'%20data-name='search%20icon'%20transform='translate(-1387%20-125)'%3e%3cpath%20id='search_icon-2'%20data-name='search%20icon'%20d='M1395.176,138.7a5.606,5.606,0,1,1,5.661-5.606A5.626,5.626,0,0,1,1395.176,138.7Zm7.547,0h-.994l-.351-.336a8.02,8.02,0,0,0,1.975-5.27,8.154,8.154,0,1,0-2.856,6.142l.34.349v.984l6.289,6.217,1.875-1.856Z'%20transform='translate(0%200)'/%3e%3c/g%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button><button data-testid="SearchButtonTablet" class="NavBase-SearchButtonTablet" aria-label="Open Search in MegaMenu"><span data-component="icon" data-name="Search" class="NavBase-SearchIcon NavBase-SearchIcon_iconVariant_small NavBase-SearchIcon_iconType_search" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='22'%20height='21.789'%20viewBox='0%200%2022%2021.789'%3e%3cg%20id='search_icon'%20data-name='search%20icon'%20transform='translate(-1387%20-125)'%3e%3cpath%20id='search_icon-2'%20data-name='search%20icon'%20d='M1395.176,138.7a5.606,5.606,0,1,1,5.661-5.606A5.626,5.626,0,0,1,1395.176,138.7Zm7.547,0h-.994l-.351-.336a8.02,8.02,0,0,0,1.975-5.27,8.154,8.154,0,1,0-2.856,6.142l.34.349v.984l6.289,6.217,1.875-1.856Z'%20transform='translate(0%200)'/%3e%3c/g%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='22'%20height='21.789'%20viewBox='0%200%2022%2021.789'%3e%3cg%20id='search_icon'%20data-name='search%20icon'%20transform='translate(-1387%20-125)'%3e%3cpath%20id='search_icon-2'%20data-name='search%20icon'%20d='M1395.176,138.7a5.606,5.606,0,1,1,5.661-5.606A5.626,5.626,0,0,1,1395.176,138.7Zm7.547,0h-.994l-.351-.336a8.02,8.02,0,0,0,1.975-5.27,8.154,8.154,0,1,0-2.856,6.142l.34.349v.984l6.289,6.217,1.875-1.856Z'%20transform='translate(0%200)'/%3e%3c/g%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button></div><div class="NavBase-LogoWrapper"><button data-testid="navBase-LogoMegaMenuButton" class="NavBase-LogoMegaMenuButton" aria-label="Open Mega menu"><span data-component="icon" data-name="Bars" class="NavBase-LogoMegaMenuIcon NavBase-LogoMegaMenuIcon_iconVariant_small NavBase-LogoMegaMenuIcon_iconType_bars" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='15'%20viewBox='0%200%2018%2015'%3e%3cpath%20id='Hamburger'%20d='M17.518,70.234H.482A.48.48,0,0,1,0,69.755V68.479A.48.48,0,0,1,.482,68H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,70.234Zm0,6.383H.482A.48.48,0,0,1,0,76.138V74.862a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,76.617Zm0,6.383H.482A.48.48,0,0,1,0,82.521V81.245a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,83Z'%20transform='translate(0%20-68)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='15'%20viewBox='0%200%2018%2015'%3e%3cpath%20id='Hamburger'%20d='M17.518,70.234H.482A.48.48,0,0,1,0,69.755V68.479A.48.48,0,0,1,.482,68H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,70.234Zm0,6.383H.482A.48.48,0,0,1,0,76.138V74.862a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,76.617Zm0,6.383H.482A.48.48,0,0,1,0,82.521V81.245a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,83Z'%20transform='translate(0%20-68)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button><a class="NavBase-Logo" href="/" data-discover="true"><img data-testid="logo-image" data-component="image" class="NavBase-LogoImage" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt610f1382a6ead9c3/64b854bd7f10ca354fa97a15/178206_IWK22_Logo_RGB.svg?width=476&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt610f1382a6ead9c3/64b854bd7f10ca354fa97a15/178206_IWK22_Logo_RGB.svg?width=476&auto=webp&quality=80&disable=upscale" loading="lazy" alt="InformationWeek" title="InformationWeek"/></a></div><div class="NavBase-RegisterWrapper"><div data-module="newsletter-signup-promo"><div class="NewsletterSignupPromo-Button NewsletterSignupPromo-Button_small NewsletterSignupButton"><a data-component="button" data-testid="headerSmallNewsletterButton" class="Button Button_size_small Button_variant_primaryFilled" rel="nofollow" data-action-type="sign-up" data-name="subscribe-nav" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_ingg126&ch=iwsite" target="_blank"><span data-component="icon" data-name="Email" class="Button-Icon Button-Icon_position_left" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='33.333'%20height='25'%20viewBox='0%200%2033.333%2025'%3e%3cpath%20id='Icon_awesome-envelope'%20data-name='Icon%20awesome-envelope'%20d='M32.7,12.755a.392.392,0,0,1,.632.306V26.375A3.126,3.126,0,0,1,30.208,29.5H3.125A3.126,3.126,0,0,1,0,26.375V13.068a.389.389,0,0,1,.632-.306c1.458,1.133,3.392,2.572,10.033,7.4,1.374,1,3.691,3.112,6,3.1,2.324.02,4.688-2.135,6.009-3.1C29.316,15.333,31.243,13.888,32.7,12.755ZM16.667,21.167c1.51.026,3.685-1.9,4.779-2.7,8.639-6.27,9.3-6.816,11.289-8.379a1.558,1.558,0,0,0,.6-1.23V7.625A3.126,3.126,0,0,0,30.208,4.5H3.125A3.126,3.126,0,0,0,0,7.625V8.862a1.567,1.567,0,0,0,.6,1.23c1.992,1.556,2.65,2.109,11.289,8.379C12.982,19.266,15.156,21.193,16.667,21.167Z'%20transform='translate(0%20-4.5)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='33.333'%20height='25'%20viewBox='0%200%2033.333%2025'%3e%3cpath%20id='Icon_awesome-envelope'%20data-name='Icon%20awesome-envelope'%20d='M32.7,12.755a.392.392,0,0,1,.632.306V26.375A3.126,3.126,0,0,1,30.208,29.5H3.125A3.126,3.126,0,0,1,0,26.375V13.068a.389.389,0,0,1,.632-.306c1.458,1.133,3.392,2.572,10.033,7.4,1.374,1,3.691,3.112,6,3.1,2.324.02,4.688-2.135,6.009-3.1C29.316,15.333,31.243,13.888,32.7,12.755ZM16.667,21.167c1.51.026,3.685-1.9,4.779-2.7,8.639-6.27,9.3-6.816,11.289-8.379a1.558,1.558,0,0,0,.6-1.23V7.625A3.126,3.126,0,0,0,30.208,4.5H3.125A3.126,3.126,0,0,0,0,7.625V8.862a1.567,1.567,0,0,0,.6,1.23c1.992,1.556,2.65,2.109,11.289,8.379C12.982,19.266,15.156,21.193,16.667,21.167Z'%20transform='translate(0%20-4.5)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span><span class="Button-ContentWrapper">Newsletter Sign-Up</span></a></div><div class="NewsletterSignupPromo-Button NewsletterSignupPromo-Button_medium NewsletterSignupButton"><div data-component="social-share" class="SocialShare SocialShare_variant_layout Layout-SocialShare"><a target="_blank" rel="noreferrer" aria-label="Linkedin" class="Layout-SocialLink" href="https://www.linkedin.com/company/informationweek/"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="Linkedin" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_linkedin" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20viewBox='0%200%20448%20512'%3e%3cpath%20d='M100.28%20448H7.4V148.9h92.88zM53.79%20108.1C24.09%20108.1%200%2083.5%200%2053.8a53.79%2053.79%200%200%201%20107.58%200c0%2029.7-24.1%2054.3-53.79%2054.3zM447.9%20448h-92.68V302.4c0-34.7-.7-79.2-48.29-79.2-48.29%200-55.69%2037.7-55.69%2076.7V448h-92.78V148.9h89.08v40.8h1.3c12.4-23.5%2042.69-48.3%2087.88-48.3%2094%200%20111.28%2061.9%20111.28%20142.3V448z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20viewBox='0%200%20448%20512'%3e%3cpath%20d='M100.28%20448H7.4V148.9h92.88zM53.79%20108.1C24.09%20108.1%200%2083.5%200%2053.8a53.79%2053.79%200%200%201%20107.58%200c0%2029.7-24.1%2054.3-53.79%2054.3zM447.9%20448h-92.68V302.4c0-34.7-.7-79.2-48.29-79.2-48.29%200-55.69%2037.7-55.69%2076.7V448h-92.78V148.9h89.08v40.8h1.3c12.4-23.5%2042.69-48.3%2087.88-48.3%2094%200%20111.28%2061.9%20111.28%20142.3V448z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a><a target="_blank" rel="noreferrer" aria-label="Twitter" class="Layout-SocialLink" href="https://twitter.com/InformationWeek"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="Twitter" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_twitter" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20512%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.4.2%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20(Commercial%20License)%20Copyright%202023%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M389.2%2048h70.6L305.6%20224.2%20487%20464H345L233.7%20318.6%20106.5%20464H35.8L200.7%20275.5%2026.8%2048H172.4L272.9%20180.9%20389.2%2048zM364.4%20421.8h39.1L151.1%2088h-42L364.4%20421.8z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20512%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.4.2%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20(Commercial%20License)%20Copyright%202023%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M389.2%2048h70.6L305.6%20224.2%20487%20464H345L233.7%20318.6%20106.5%20464H35.8L200.7%20275.5%2026.8%2048H172.4L272.9%20180.9%20389.2%2048zM364.4%20421.8h39.1L151.1%2088h-42L364.4%20421.8z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a><a target="_blank" rel="noreferrer" aria-label="Facebook" class="Layout-SocialLink" href="https://www.facebook.com/informationweek"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="Facebook" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_facebook" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20viewBox='0%200%20320%20512'%3e%3cpath%20d='M279.14%20288l14.22-92.66h-88.91v-60.13c0-25.35%2012.42-50.06%2052.24-50.06h40.42V6.26S260.43%200%20225.36%200c-73.22%200-121.08%2044.38-121.08%20124.72v70.62H22.89V288h81.39v224h100.17V288z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20viewBox='0%200%20320%20512'%3e%3cpath%20d='M279.14%20288l14.22-92.66h-88.91v-60.13c0-25.35%2012.42-50.06%2052.24-50.06h40.42V6.26S260.43%200%20225.36%200c-73.22%200-121.08%2044.38-121.08%20124.72v70.62H22.89V288h81.39v224h100.17V288z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a><a target="_blank" rel="noreferrer" aria-label="GoogleNews" class="Layout-SocialLink" href="https://news.google.com/publications/CAAqBwgKMOfGrQsw9NHFAw"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="GoogleNews" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_googleNews" style="mask-image:url("data:image/svg+xml,%3csvg%20id='Capa_1'%20enable-background='new%200%200%20512.288%20512.288'%20height='512'%20viewBox='0%200%20512.288%20512.288'%20width='512'%20xmlns='http://www.w3.org/2000/svg'%3e%3cg%3e%3cpath%20d='m91.734%20118.863%2012.516-62.917%20151.894%2030.213%20151.895-30.213%2012.515%2062.917%2024.09%204.791v-107.991h-377v107.991z'/%3e%3cpath%20d='m512.288%20167.697-85.399-16.987%2010.127%2050.915h37.628v155.322z'/%3e%3cpath%20d='m179.256%20101.453-51.436-10.231-4.238%2021.306z'/%3e%3cpath%20d='m406.429%20201.625-21.961-110.403-384.468%2076.475%2037.644%20189.25v-155.322z'/%3e%3cpath%20d='m444.644%20231.625h-377v265h377zm-127%20117.5h82v30h-82zm82-60v30h-82v-30zm-199.5%20162.5c-48.248%200-87.5-39.252-87.5-87.5s39.252-87.5%2087.5-87.5c22.574%200%2044.005%208.572%2060.345%2024.138l-20.692%2021.722c-10.736-10.228-24.818-15.86-39.653-15.86-31.706%200-57.5%2025.794-57.5%2057.5s25.794%2057.5%2057.5%2057.5c26.518%200%2048.901-18.046%2055.516-42.5h-55.516v-30h87.5v15c0%2048.248-39.252%2087.5-87.5%2087.5zm117.5-42.5h82v30h-82z'/%3e%3c/g%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20id='Capa_1'%20enable-background='new%200%200%20512.288%20512.288'%20height='512'%20viewBox='0%200%20512.288%20512.288'%20width='512'%20xmlns='http://www.w3.org/2000/svg'%3e%3cg%3e%3cpath%20d='m91.734%20118.863%2012.516-62.917%20151.894%2030.213%20151.895-30.213%2012.515%2062.917%2024.09%204.791v-107.991h-377v107.991z'/%3e%3cpath%20d='m512.288%20167.697-85.399-16.987%2010.127%2050.915h37.628v155.322z'/%3e%3cpath%20d='m179.256%20101.453-51.436-10.231-4.238%2021.306z'/%3e%3cpath%20d='m406.429%20201.625-21.961-110.403-384.468%2076.475%2037.644%20189.25v-155.322z'/%3e%3cpath%20d='m444.644%20231.625h-377v265h377zm-127%20117.5h82v30h-82zm82-60v30h-82v-30zm-199.5%20162.5c-48.248%200-87.5-39.252-87.5-87.5s39.252-87.5%2087.5-87.5c22.574%200%2044.005%208.572%2060.345%2024.138l-20.692%2021.722c-10.736-10.228-24.818-15.86-39.653-15.86-31.706%200-57.5%2025.794-57.5%2057.5s25.794%2057.5%2057.5%2057.5c26.518%200%2048.901-18.046%2055.516-42.5h-55.516v-30h87.5v15c0%2048.248-39.252%2087.5-87.5%2087.5zm117.5-42.5h82v30h-82z'/%3e%3c/g%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a><a target="_self" rel="noreferrer" aria-label="RSS" class="Layout-SocialLink" href="https://informationweek.com/rss.xml"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="RSS" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_rss" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='25'%20height='25'%20viewBox='0%200%2025%2025'%3e%3cpath%20id='Icon_awesome-rss'%20data-name='Icon%20awesome-rss'%20d='M7.147,23.676A3.574,3.574,0,1,1,3.574,20.1,3.574,3.574,0,0,1,7.147,23.676Zm9.8,2.637A16.968,16.968,0,0,0,.937,10.3.892.892,0,0,0,0,11.193v2.682a.893.893,0,0,0,.831.894,12.5,12.5,0,0,1,11.65,11.65.893.893,0,0,0,.894.831h2.682a.892.892,0,0,0,.893-.937Zm8.05.016A25.017,25.017,0,0,0,.921,2.251.892.892,0,0,0,0,3.144V5.826a.9.9,0,0,0,.862.893A20.539,20.539,0,0,1,20.531,26.388a.9.9,0,0,0,.893.862h2.682A.892.892,0,0,0,25,26.329Z'%20transform='translate(0%20-2.25)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='25'%20height='25'%20viewBox='0%200%2025%2025'%3e%3cpath%20id='Icon_awesome-rss'%20data-name='Icon%20awesome-rss'%20d='M7.147,23.676A3.574,3.574,0,1,1,3.574,20.1,3.574,3.574,0,0,1,7.147,23.676Zm9.8,2.637A16.968,16.968,0,0,0,.937,10.3.892.892,0,0,0,0,11.193v2.682a.893.893,0,0,0,.831.894,12.5,12.5,0,0,1,11.65,11.65.893.893,0,0,0,.894.831h2.682a.892.892,0,0,0,.893-.937Zm8.05.016A25.017,25.017,0,0,0,.921,2.251.892.892,0,0,0,0,3.144V5.826a.9.9,0,0,0,.862.893A20.539,20.539,0,0,1,20.531,26.388a.9.9,0,0,0,.893.862h2.682A.892.892,0,0,0,25,26.329Z'%20transform='translate(0%20-2.25)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a></div><a data-component="button" data-testid="headerMediumNewsletterButton" class="Button Button_size_medium Button_variant_primaryFilled" rel="nofollow" data-action-type="sign-up" data-name="subscribe-nav" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_ingg126&ch=iwsite" target="_blank"><span data-component="icon" data-name="Email" class="Button-Icon Button-Icon_position_left" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='33.333'%20height='25'%20viewBox='0%200%2033.333%2025'%3e%3cpath%20id='Icon_awesome-envelope'%20data-name='Icon%20awesome-envelope'%20d='M32.7,12.755a.392.392,0,0,1,.632.306V26.375A3.126,3.126,0,0,1,30.208,29.5H3.125A3.126,3.126,0,0,1,0,26.375V13.068a.389.389,0,0,1,.632-.306c1.458,1.133,3.392,2.572,10.033,7.4,1.374,1,3.691,3.112,6,3.1,2.324.02,4.688-2.135,6.009-3.1C29.316,15.333,31.243,13.888,32.7,12.755ZM16.667,21.167c1.51.026,3.685-1.9,4.779-2.7,8.639-6.27,9.3-6.816,11.289-8.379a1.558,1.558,0,0,0,.6-1.23V7.625A3.126,3.126,0,0,0,30.208,4.5H3.125A3.126,3.126,0,0,0,0,7.625V8.862a1.567,1.567,0,0,0,.6,1.23c1.992,1.556,2.65,2.109,11.289,8.379C12.982,19.266,15.156,21.193,16.667,21.167Z'%20transform='translate(0%20-4.5)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='33.333'%20height='25'%20viewBox='0%200%2033.333%2025'%3e%3cpath%20id='Icon_awesome-envelope'%20data-name='Icon%20awesome-envelope'%20d='M32.7,12.755a.392.392,0,0,1,.632.306V26.375A3.126,3.126,0,0,1,30.208,29.5H3.125A3.126,3.126,0,0,1,0,26.375V13.068a.389.389,0,0,1,.632-.306c1.458,1.133,3.392,2.572,10.033,7.4,1.374,1,3.691,3.112,6,3.1,2.324.02,4.688-2.135,6.009-3.1C29.316,15.333,31.243,13.888,32.7,12.755ZM16.667,21.167c1.51.026,3.685-1.9,4.779-2.7,8.639-6.27,9.3-6.816,11.289-8.379a1.558,1.558,0,0,0,.6-1.23V7.625A3.126,3.126,0,0,0,30.208,4.5H3.125A3.126,3.126,0,0,0,0,7.625V8.862a1.567,1.567,0,0,0,.6,1.23c1.992,1.556,2.65,2.109,11.289,8.379C12.982,19.266,15.156,21.193,16.667,21.167Z'%20transform='translate(0%20-4.5)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span><span class="Button-ContentWrapper">Newsletter Sign-Up</span></a></div></div><button data-testid="RegisterSearchButton" class="NavBase-RegisterSearchButton" aria-label="Open Search in MegaMenu"><span data-component="icon" data-name="Search" class="NavBase-SearchIcon NavBase-SearchIcon_iconVariant_large NavBase-SearchIcon_iconType_search" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='22'%20height='21.789'%20viewBox='0%200%2022%2021.789'%3e%3cg%20id='search_icon'%20data-name='search%20icon'%20transform='translate(-1387%20-125)'%3e%3cpath%20id='search_icon-2'%20data-name='search%20icon'%20d='M1395.176,138.7a5.606,5.606,0,1,1,5.661-5.606A5.626,5.626,0,0,1,1395.176,138.7Zm7.547,0h-.994l-.351-.336a8.02,8.02,0,0,0,1.975-5.27,8.154,8.154,0,1,0-2.856,6.142l.34.349v.984l6.289,6.217,1.875-1.856Z'%20transform='translate(0%200)'/%3e%3c/g%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='22'%20height='21.789'%20viewBox='0%200%2022%2021.789'%3e%3cg%20id='search_icon'%20data-name='search%20icon'%20transform='translate(-1387%20-125)'%3e%3cpath%20id='search_icon-2'%20data-name='search%20icon'%20d='M1395.176,138.7a5.606,5.606,0,1,1,5.661-5.606A5.626,5.626,0,0,1,1395.176,138.7Zm7.547,0h-.994l-.351-.336a8.02,8.02,0,0,0,1.975-5.27,8.154,8.154,0,1,0-2.856,6.142l.34.349v.984l6.289,6.217,1.875-1.856Z'%20transform='translate(0%200)'/%3e%3c/g%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button></div></div><div class="NavBase-SearchWrapper"><div class="FullScreenBackground NavBase-SearchBackground"></div><button data-testid="SearchCloseButton" class="NavBase-SearchCloseButton" aria-label="Close Search"><span data-component="icon" data-name="Close" class="NavBase-SearchIcon NavBase-SearchIcon_iconVariant_medium NavBase-SearchIcon_iconType_close" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='18.001'%20viewBox='0%200%2018%2018.001'%3e%3cpath%20id='times'%20d='M11.685,105l6.059-6.059a.9.9,0,0,0,0-1.27L16.336,96.26a.9.9,0,0,0-1.27,0l-6.059,6.06L2.948,96.261a.9.9,0,0,0-1.27,0L.27,97.668a.9.9,0,0,0,0,1.27L6.33,105,.27,111.057a.9.9,0,0,0,0,1.27l1.408,1.408a.9.9,0,0,0,1.27,0l6.059-6.06,6.059,6.059a.9.9,0,0,0,1.27,0l1.408-1.408a.9.9,0,0,0,0-1.27Z'%20transform='translate(-0.008%20-95.998)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='18.001'%20viewBox='0%200%2018%2018.001'%3e%3cpath%20id='times'%20d='M11.685,105l6.059-6.059a.9.9,0,0,0,0-1.27L16.336,96.26a.9.9,0,0,0-1.27,0l-6.059,6.06L2.948,96.261a.9.9,0,0,0-1.27,0L.27,97.668a.9.9,0,0,0,0,1.27L6.33,105,.27,111.057a.9.9,0,0,0,0,1.27l1.408,1.408a.9.9,0,0,0,1.27,0l6.059-6.06,6.059,6.059a.9.9,0,0,0,1.27,0l1.408-1.408a.9.9,0,0,0,0-1.27Z'%20transform='translate(-0.008%20-95.998)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button></div></div></div><div class="Navigation-MainMenu"><div data-testid="mainMenu"><div class="FullScreenBackground MainMenu-BackgroundSubmenu"></div><div class="FullScreenBackground MainMenu-BackgroundMenuItem"></div><div class="MainMenu-Content"><div class="MainMenu-MegaMenuButtonWrapper"><button data-testid="mainMenu-MegaMenuButton" aria-label="Open MegaMenu" class="MainMenu-MegaMenuButton"><span data-component="icon" data-name="Bars" class="MainMenu-MegaMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='15'%20viewBox='0%200%2018%2015'%3e%3cpath%20id='Hamburger'%20d='M17.518,70.234H.482A.48.48,0,0,1,0,69.755V68.479A.48.48,0,0,1,.482,68H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,70.234Zm0,6.383H.482A.48.48,0,0,1,0,76.138V74.862a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,76.617Zm0,6.383H.482A.48.48,0,0,1,0,82.521V81.245a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,83Z'%20transform='translate(0%20-68)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='15'%20viewBox='0%200%2018%2015'%3e%3cpath%20id='Hamburger'%20d='M17.518,70.234H.482A.48.48,0,0,1,0,69.755V68.479A.48.48,0,0,1,.482,68H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,70.234Zm0,6.383H.482A.48.48,0,0,1,0,76.138V74.862a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,76.617Zm0,6.383H.482A.48.48,0,0,1,0,82.521V81.245a.48.48,0,0,1,.482-.479H17.518a.48.48,0,0,1,.482.479v1.277A.48.48,0,0,1,17.518,83Z'%20transform='translate(0%20-68)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button></div><div class="MainMenu-ItemsWrapper" role="menu"><div class="MainMenu-MenuItemWrapper"><div class="MainMenu-MenuItem" role="menuitem" tabindex="0" data-testid="openSubMenu" aria-label="Open Sub menu of Leadership"><span class="MainMenu-MainTitle">Leadership<span data-component="icon" data-name="ChevronDown" class="MainMenu-SubMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div><div class="MainMenu-SubMenuWrapper"><div class="MainMenu-SubMenuContent"><div data-module="sub-menu" class="SubMenu MainMenu-SubMenu" role="presentation"><div class="SubMenu-Container"><div class="SubMenu-RelatedTopicsWrapper"><h4 class="SubMenu-RelatedTopics">Related Topics</h4><div class="SubMenu-CasualLinkWrapper" data-testid="related"><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/it-leadership/digital-transformation" data-discover="true">Digital Transformation</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/it-leadership/it-staffing-careers" data-discover="true">IT Staffing & Careers</a></li></ul><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/it-leadership/it-management" data-discover="true">IT Management</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/it-leadership/it-strategy" data-discover="true">IT Strategy</a></li></ul></div></div><div class="SubMenu-RecentContentWrapper" data-testid="recent"><div class="SubMenu-RecentContentHeading"><h4 data-testid="recent-title" class="SubMenu-RecentText">Recent in <a class="SubMenu-RecentTopicTerm" href="/it-leadership" data-discover="true">Leadership</a></h4><div data-testid="see-more" class="SubMenu-SeeMore"><a class="SubMenu-MoreContent" href="/it-leadership" data-discover="true"><span class="SubMenu-SeeMoreText">See All Leadership</span><span data-component="icon" data-name="ChevronRight" class="SubMenu-SeeMoreIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div></div><div class="SubMenu-ContentWrapper"><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/machine-learning-ai/the-cost-of-ai-how-can-we-adopt-and-deliver-ai-efficiently-" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">A woman uses futuristic tool to connect to her body, digital art style, illustration painting.</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt270065227626ea23/67ae56a20785fca3d55dc7f8/futuristictool_TithiLuadthong-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt270065227626ea23/67ae56a20785fca3d55dc7f8/futuristictool_TithiLuadthong-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_machineLearningAi ContentPreview-Category" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a><a class="ContentPreview-IconWrapper" title="Link to all podcast" data-testid="content-preview-icon-link" href="/podcasts" data-discover="true"><span data-component="icon" data-name="Microphone" class="ContentPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/machine-learning-ai/the-cost-of-ai-how-can-we-adopt-and-deliver-ai-efficiently-" data-discover="true">The Cost of AI: How Can We Adopt and Deliver AI Efficiently?</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/machine-learning-ai/the-cost-of-ai-how-can-we-adopt-and-deliver-ai-efficiently-" data-discover="true">The Cost of AI: How Can We Adopt and Deliver AI Efficiently?</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/joao-pierre-s-ruth" data-discover="true">Joao-Pierre S. Ruth</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 18, 2025</span></div></div></div></div><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/machine-learning-ai/key-ways-to-measure-ai-project-roi" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">two people walking on floating mountain and looking at a little star in the beautiful sky</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4f9508ad6734b7b/67aa58260353bd7404fa59b8/star_in_sky-Tithi_Luadthong_alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4f9508ad6734b7b/67aa58260353bd7404fa59b8/star_in_sky-Tithi_Luadthong_alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_machineLearningAi ContentPreview-Category" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/machine-learning-ai/key-ways-to-measure-ai-project-roi" data-discover="true">Key Ways to Measure AI Project ROI</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/machine-learning-ai/key-ways-to-measure-ai-project-roi" data-discover="true">Key Ways to Measure AI Project ROI</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/john-edwards" data-discover="true">John Edwards</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 18, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>7 Min Read</span></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="MainMenu-MenuItemWrapper"><div class="MainMenu-MenuItem" role="menuitem" tabindex="0" data-testid="openSubMenu" aria-label="Open Sub menu of Resilience"><span class="MainMenu-MainTitle">Resilience<span data-component="icon" data-name="ChevronDown" class="MainMenu-SubMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div><div class="MainMenu-SubMenuWrapper"><div class="MainMenu-SubMenuContent"><div data-module="sub-menu" class="SubMenu MainMenu-SubMenu" role="presentation"><div class="SubMenu-Container"><div class="SubMenu-RelatedTopicsWrapper"><h4 class="SubMenu-RelatedTopics">Related Topics</h4><div class="SubMenu-CasualLinkWrapper" data-testid="related"><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/cyber-resilience/cybersecurity" data-discover="true">Cybersecurity</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/cyber-resilience/risk-management" data-discover="true">Risk Management</a></li></ul><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/cyber-resilience/incident-response" data-discover="true">Incident Response</a></li></ul></div></div><div class="SubMenu-RecentContentWrapper" data-testid="recent"><div class="SubMenu-RecentContentHeading"><h4 data-testid="recent-title" class="SubMenu-RecentText">Recent in <a class="SubMenu-RecentTopicTerm" href="/cyber-resilience" data-discover="true">Resilience</a></h4><div data-testid="see-more" class="SubMenu-SeeMore"><a class="SubMenu-MoreContent" href="/cyber-resilience" data-discover="true"><span class="SubMenu-SeeMoreText">See All Resilience</span><span data-component="icon" data-name="ChevronRight" class="SubMenu-SeeMoreIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div></div><div class="SubMenu-ContentWrapper"><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/software-services/solarwinds-ceo-on-4-4b-acquisition-calming-uncertainty-and-securing-the-future" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">In this photo illustration a Solarwinds logo seen displayed on a smartphone.</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4885fe0cf9d4404a/67ae386311e76a1e535a6272/2GN9PN8.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4885fe0cf9d4404a/67ae386311e76a1e535a6272/2GN9PN8.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_softwareServices ContentPreview-Category" href="/software-services" data-discover="true">Software & Services</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/software-services/solarwinds-ceo-on-4-4b-acquisition-calming-uncertainty-and-securing-the-future" data-discover="true">SolarWinds CEO on $4.4B Acquisition, Calming Uncertainty, and Securing the Future</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/software-services/solarwinds-ceo-on-4-4b-acquisition-calming-uncertainty-and-securing-the-future" data-discover="true">SolarWinds CEO on $4.4B Acquisition, Calming Uncertainty, and Securing the Future</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/shane-snider" data-discover="true">Shane Snider</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>3 Min Read</span></div></div></div></div></div></div><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/cyber-resilience/top-cybersecurity-trends-that-will-impact-this-year" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">digital lock</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte969a3f88fcd3341/67618f7e52df264d667ccd2c/cybersecurity-Stu_Gray_alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte969a3f88fcd3341/67618f7e52df264d667ccd2c/cybersecurity-Stu_Gray_alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_cyberResilience ContentPreview-Category" href="/cyber-resilience" data-discover="true">Cyber Resilience</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/cyber-resilience/top-cybersecurity-trends-that-will-impact-this-year" data-discover="true">Top Cybersecurity Trends That Will Impact This Year</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/cyber-resilience/top-cybersecurity-trends-that-will-impact-this-year" data-discover="true">Top Cybersecurity Trends That Will Impact This Year</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/richard-watson-bruhn" data-discover="true">Richard Watson-Bruhn</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>5 Min Read</span></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="MainMenu-MenuItemWrapper"><div class="MainMenu-MenuItem" role="menuitem" tabindex="0" data-testid="openSubMenu" aria-label="Open Sub menu of ML & AI"><span class="MainMenu-MainTitle">ML & AI<span data-component="icon" data-name="ChevronDown" class="MainMenu-SubMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div><div class="MainMenu-SubMenuWrapper"><div class="MainMenu-SubMenuContent"><div data-module="sub-menu" class="SubMenu MainMenu-SubMenu" role="presentation"><div class="SubMenu-Container"><div class="SubMenu-RelatedTopicsWrapper"><h4 class="SubMenu-RelatedTopics">Related Topics</h4><div class="SubMenu-CasualLinkWrapper" data-testid="related"><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/machine-learning-ai/responsible-ai" data-discover="true">Responsible AI</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/machine-learning-ai/it-automation" data-discover="true">IT Automation</a></li></ul><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/machine-learning-ai/ai-innovations" data-discover="true">AI Innovations</a></li></ul></div></div><div class="SubMenu-RecentContentWrapper" data-testid="recent"><div class="SubMenu-RecentContentHeading"><h4 data-testid="recent-title" class="SubMenu-RecentText">Recent in <a class="SubMenu-RecentTopicTerm" href="/machine-learning-ai" data-discover="true">ML & AI</a></h4><div data-testid="see-more" class="SubMenu-SeeMore"><a class="SubMenu-MoreContent" href="/machine-learning-ai" data-discover="true"><span class="SubMenu-SeeMoreText">See All ML & AI</span><span data-component="icon" data-name="ChevronRight" class="SubMenu-SeeMoreIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div></div><div class="SubMenu-ContentWrapper"><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/machine-learning-ai/the-cost-of-ai-how-can-we-adopt-and-deliver-ai-efficiently-" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">A woman uses futuristic tool to connect to her body, digital art style, illustration painting.</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt270065227626ea23/67ae56a20785fca3d55dc7f8/futuristictool_TithiLuadthong-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt270065227626ea23/67ae56a20785fca3d55dc7f8/futuristictool_TithiLuadthong-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_machineLearningAi ContentPreview-Category" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a><a class="ContentPreview-IconWrapper" title="Link to all podcast" data-testid="content-preview-icon-link" href="/podcasts" data-discover="true"><span data-component="icon" data-name="Microphone" class="ContentPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/machine-learning-ai/the-cost-of-ai-how-can-we-adopt-and-deliver-ai-efficiently-" data-discover="true">The Cost of AI: How Can We Adopt and Deliver AI Efficiently?</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/machine-learning-ai/the-cost-of-ai-how-can-we-adopt-and-deliver-ai-efficiently-" data-discover="true">The Cost of AI: How Can We Adopt and Deliver AI Efficiently?</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/joao-pierre-s-ruth" data-discover="true">Joao-Pierre S. Ruth</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 18, 2025</span></div></div></div></div><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/machine-learning-ai/key-ways-to-measure-ai-project-roi" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">two people walking on floating mountain and looking at a little star in the beautiful sky</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4f9508ad6734b7b/67aa58260353bd7404fa59b8/star_in_sky-Tithi_Luadthong_alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4f9508ad6734b7b/67aa58260353bd7404fa59b8/star_in_sky-Tithi_Luadthong_alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_machineLearningAi ContentPreview-Category" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/machine-learning-ai/key-ways-to-measure-ai-project-roi" data-discover="true">Key Ways to Measure AI Project ROI</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/machine-learning-ai/key-ways-to-measure-ai-project-roi" data-discover="true">Key Ways to Measure AI Project ROI</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/john-edwards" data-discover="true">John Edwards</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 18, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>7 Min Read</span></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="MainMenu-MenuItemWrapper"><div class="MainMenu-MenuItem" role="menuitem" tabindex="0" data-testid="openSubMenu" aria-label="Open Sub menu of Data"><span class="MainMenu-MainTitle">Data<span data-component="icon" data-name="ChevronDown" class="MainMenu-SubMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div><div class="MainMenu-SubMenuWrapper"><div class="MainMenu-SubMenuContent"><div data-module="sub-menu" class="SubMenu MainMenu-SubMenu" role="presentation"><div class="SubMenu-Container"><div class="SubMenu-RelatedTopicsWrapper"><h4 class="SubMenu-RelatedTopics">Related Topics</h4><div class="SubMenu-CasualLinkWrapper" data-testid="related"><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/data-management/data-privacy" data-discover="true">Data Privacy</a></li></ul><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/data-management/data-governance" data-discover="true">Data Governance</a></li></ul></div></div><div class="SubMenu-RecentContentWrapper" data-testid="recent"><div class="SubMenu-RecentContentHeading"><h4 data-testid="recent-title" class="SubMenu-RecentText">Recent in <a class="SubMenu-RecentTopicTerm" href="/data-management" data-discover="true">Data</a></h4><div data-testid="see-more" class="SubMenu-SeeMore"><a class="SubMenu-MoreContent" href="/data-management" data-discover="true"><span class="SubMenu-SeeMoreText">See All Data Mgmt</span><span data-component="icon" data-name="ChevronRight" class="SubMenu-SeeMoreIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div></div><div class="SubMenu-ContentWrapper"><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/data-management/how-to-create-a-sound-data-governance-strategy" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">Writing displaying text Data Governance</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltcccad13cf391745c/67aa50220f4cf59cbc09357a/data_governance-Zoonar_GmbHalamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltcccad13cf391745c/67aa50220f4cf59cbc09357a/data_governance-Zoonar_GmbHalamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_dataManagement ContentPreview-Category" href="/data-management" data-discover="true">Data Management</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/data-management/how-to-create-a-sound-data-governance-strategy" data-discover="true">How to Create a Sound Data Governance Strategy</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/data-management/how-to-create-a-sound-data-governance-strategy" data-discover="true">How to Create a Sound Data Governance Strategy</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 18, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>7 Min Read</span></div></div></div></div></div></div><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/data-management/how-to-navigate-data-governance-implementation" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">Sign displaying Data Governance</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb4572d7fbeec63a7/67a27d6e2dd86fc5c956092f/data_governance-_Panther_Media_GmbH_-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb4572d7fbeec63a7/67a27d6e2dd86fc5c956092f/data_governance-_Panther_Media_GmbH_-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_dataManagement ContentPreview-Category" href="/data-management" data-discover="true">Data Management</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/data-management/how-to-navigate-data-governance-implementation" data-discover="true">How to Navigate Data Governance Implementation</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/data-management/how-to-navigate-data-governance-implementation" data-discover="true">How to Navigate Data Governance Implementation</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/tyler-ditto" data-discover="true">Tyler Ditto</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 10, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>4 Min Read</span></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="MainMenu-MenuItemWrapper"><div class="MainMenu-MenuItem" role="menuitem" tabindex="0" data-testid="openSubMenu" aria-label="Open Sub menu of Sustainability"><span class="MainMenu-MainTitle">Sustainability<span data-component="icon" data-name="ChevronDown" class="MainMenu-SubMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div><div class="MainMenu-SubMenuWrapper"><div class="MainMenu-SubMenuContent"><div data-module="sub-menu" class="SubMenu MainMenu-SubMenu" role="presentation"><div class="SubMenu-Container"><div class="SubMenu-RelatedTopicsWrapper"><h4 class="SubMenu-RelatedTopics">Related Topics</h4><div class="SubMenu-CasualLinkWrapper" data-testid="related"><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/sustainability/green-it" data-discover="true">Green IT</a></li></ul><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/sustainability/esg" data-discover="true">ESG</a></li></ul></div></div><div class="SubMenu-RecentContentWrapper" data-testid="recent"><div class="SubMenu-RecentContentHeading"><h4 data-testid="recent-title" class="SubMenu-RecentText">Recent in <a class="SubMenu-RecentTopicTerm" href="/sustainability" data-discover="true">Sustainability</a></h4><div data-testid="see-more" class="SubMenu-SeeMore"><a class="SubMenu-MoreContent" href="/sustainability" data-discover="true"><span class="SubMenu-SeeMoreText">See All Sustainability</span><span data-component="icon" data-name="ChevronRight" class="SubMenu-SeeMoreIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div></div><div class="SubMenu-ContentWrapper"><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/sustainability/santa-clara-county-balances-progress-and-sustainability" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">thumbnail</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt73fcc8279a35a6ce/67a513d63bde4536db4af108/lilypads-Tithi_Luadthong-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt73fcc8279a35a6ce/67a513d63bde4536db4af108/lilypads-Tithi_Luadthong-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_sustainability ContentPreview-Category" href="/sustainability" data-discover="true">Sustainability</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/sustainability/santa-clara-county-balances-progress-and-sustainability" data-discover="true">Santa Clara County Balances Progress and Sustainability</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/sustainability/santa-clara-county-balances-progress-and-sustainability" data-discover="true">Santa Clara County Balances Progress and Sustainability</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/samuel-greengard" data-discover="true">Samuel Greengard</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>6 Min Read</span></div></div></div></div></div></div><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/it-infrastructure/data-centers-and-fabrication-plants-tax-arizona-resources" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">people walking through a desert to a mysterious building</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt27f436409c219696/67a6277447af5912dd041482/desert-Tithi_Luadthong-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt27f436409c219696/67a6277447af5912dd041482/desert-Tithi_Luadthong-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_itInfrastructure ContentPreview-Category" href="/it-infrastructure" data-discover="true">IT Infrastructure</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/it-infrastructure/data-centers-and-fabrication-plants-tax-arizona-resources" data-discover="true">Fabrication Plants and Data Centers Tax Arizona Resources</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/it-infrastructure/data-centers-and-fabrication-plants-tax-arizona-resources" data-discover="true">Fabrication Plants and Data Centers Tax Arizona Resources</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/samuel-greengard" data-discover="true">Samuel Greengard</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>6 Min Read</span></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="MainMenu-MenuItemWrapper"><div class="MainMenu-MenuItem" role="menuitem" tabindex="0" data-testid="openSubMenu" aria-label="Open Sub menu of Infrastructure"><span class="MainMenu-MainTitle">Infrastructure<span data-component="icon" data-name="ChevronDown" class="MainMenu-SubMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div><div class="MainMenu-SubMenuWrapper"><div class="MainMenu-SubMenuContent"><div data-module="sub-menu" class="SubMenu MainMenu-SubMenu" role="presentation"><div class="SubMenu-Container"><div class="SubMenu-RelatedTopicsWrapper"><h4 class="SubMenu-RelatedTopics">Related Topics</h4><div class="SubMenu-CasualLinkWrapper" data-testid="related"><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/it-infrastructure/data-centers" data-discover="true">Data Centers</a></li></ul><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/it-infrastructure/cloud-computing" data-discover="true">Cloud Computing</a></li></ul></div></div><div class="SubMenu-RecentContentWrapper" data-testid="recent"><div class="SubMenu-RecentContentHeading"><h4 data-testid="recent-title" class="SubMenu-RecentText">Recent in <a class="SubMenu-RecentTopicTerm" href="/it-infrastructure" data-discover="true">Infrastructure</a></h4><div data-testid="see-more" class="SubMenu-SeeMore"><a class="SubMenu-MoreContent" href="/it-infrastructure" data-discover="true"><span class="SubMenu-SeeMoreText">See All Infrastructure</span><span data-component="icon" data-name="ChevronRight" class="SubMenu-SeeMoreIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div></div><div class="SubMenu-ContentWrapper"><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/it-infrastructure/amazon-meta-and-google-plan-subsea-cable-expansion" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">underwater sea cables</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt048f1345df1a9135/668c2ff57141a02d5f3850b0/subsea-cables-DAVID_FLEETHAM-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt048f1345df1a9135/668c2ff57141a02d5f3850b0/subsea-cables-DAVID_FLEETHAM-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_itInfrastructure ContentPreview-Category" href="/it-infrastructure" data-discover="true">IT Infrastructure</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/it-infrastructure/amazon-meta-and-google-plan-subsea-cable-expansion" data-discover="true">Amazon, Meta and Google Plan Subsea Cable Expansion</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/it-infrastructure/amazon-meta-and-google-plan-subsea-cable-expansion" data-discover="true">Amazon, Meta and Google Plan Subsea Cable Expansion</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/network-computing" data-discover="true">Network Computing</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div></div><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/it-infrastructure/data-centers-and-fabrication-plants-tax-arizona-resources" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">people walking through a desert to a mysterious building</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt27f436409c219696/67a6277447af5912dd041482/desert-Tithi_Luadthong-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt27f436409c219696/67a6277447af5912dd041482/desert-Tithi_Luadthong-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_itInfrastructure ContentPreview-Category" href="/it-infrastructure" data-discover="true">IT Infrastructure</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/it-infrastructure/data-centers-and-fabrication-plants-tax-arizona-resources" data-discover="true">Fabrication Plants and Data Centers Tax Arizona Resources</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/it-infrastructure/data-centers-and-fabrication-plants-tax-arizona-resources" data-discover="true">Fabrication Plants and Data Centers Tax Arizona Resources</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/samuel-greengard" data-discover="true">Samuel Greengard</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>6 Min Read</span></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="MainMenu-MenuItemWrapper"><div class="MainMenu-MenuItem" role="menuitem" tabindex="0" data-testid="openSubMenu" aria-label="Open Sub menu of Software"><span class="MainMenu-MainTitle">Software<span data-component="icon" data-name="ChevronDown" class="MainMenu-SubMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div><div class="MainMenu-SubMenuWrapper"><div class="MainMenu-SubMenuContent"><div data-module="sub-menu" class="SubMenu MainMenu-SubMenu" role="presentation"><div class="SubMenu-Container"><div class="SubMenu-RelatedTopicsWrapper"><h4 class="SubMenu-RelatedTopics">Related Topics</h4><div class="SubMenu-CasualLinkWrapper" data-testid="related"><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/software-services/devops" data-discover="true">DevOps</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/software-services/software-platforms" data-discover="true">Software Platforms</a></li></ul><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/software-services/operating-systems" data-discover="true">Operating Systems</a></li></ul></div></div><div class="SubMenu-RecentContentWrapper" data-testid="recent"><div class="SubMenu-RecentContentHeading"><h4 data-testid="recent-title" class="SubMenu-RecentText">Recent in <a class="SubMenu-RecentTopicTerm" href="/software-services" data-discover="true">Software</a></h4><div data-testid="see-more" class="SubMenu-SeeMore"><a class="SubMenu-MoreContent" href="/software-services" data-discover="true"><span class="SubMenu-SeeMoreText">See All Software</span><span data-component="icon" data-name="ChevronRight" class="SubMenu-SeeMoreIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div></div><div class="SubMenu-ContentWrapper"><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/software-services/solarwinds-ceo-on-4-4b-acquisition-calming-uncertainty-and-securing-the-future" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">In this photo illustration a Solarwinds logo seen displayed on a smartphone.</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4885fe0cf9d4404a/67ae386311e76a1e535a6272/2GN9PN8.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4885fe0cf9d4404a/67ae386311e76a1e535a6272/2GN9PN8.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_softwareServices ContentPreview-Category" href="/software-services" data-discover="true">Software & Services</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/software-services/solarwinds-ceo-on-4-4b-acquisition-calming-uncertainty-and-securing-the-future" data-discover="true">SolarWinds CEO on $4.4B Acquisition, Calming Uncertainty, and Securing the Future</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/software-services/solarwinds-ceo-on-4-4b-acquisition-calming-uncertainty-and-securing-the-future" data-discover="true">SolarWinds CEO on $4.4B Acquisition, Calming Uncertainty, and Securing the Future</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/shane-snider" data-discover="true">Shane Snider</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>3 Min Read</span></div></div></div></div></div></div><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/software-services/your-stack-is-limiting-your-team-s-growth-potential" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">Close up of a hand pulling a colorful jenga block from a big pile.</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt3c59a0a42b5e215c/67a4cf6eb7b599603f09a78c/jenga_blocks-Aldar_Darmaev_alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt3c59a0a42b5e215c/67a4cf6eb7b599603f09a78c/jenga_blocks-Aldar_Darmaev_alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_softwareServices ContentPreview-Category" href="/software-services" data-discover="true">Software & Services</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/software-services/your-stack-is-limiting-your-team-s-growth-potential" data-discover="true">Your Stack Is Limiting Your Team’s Growth Potential</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/software-services/your-stack-is-limiting-your-team-s-growth-potential" data-discover="true">Your Stack Is Limiting Your Team’s Growth Potential</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/ilya-khrustalev" data-discover="true">Ilya Khrustalev</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 12, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>4 Min Read</span></div></div></div></div></div></div></div></div></div></div></div></div></div><div class="MainMenu-MenuItemWrapper"><div class="MainMenu-MenuItem" role="menuitem" tabindex="0" data-testid="openSubMenu" aria-label="Open Sub menu of More"><span class="MainMenu-MainTitle">More<span data-component="icon" data-name="ChevronDown" class="MainMenu-SubMenuIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='21'%20height='13'%20viewBox='0%200%2021%2013'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'%20transform='translate(21)%20rotate(90)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div><div class="MainMenu-SubMenuWrapper"><div class="MainMenu-SubMenuContent"><div data-module="sub-menu" class="SubMenu MainMenu-SubMenu" role="presentation"><div class="SubMenu-Container"><div class="SubMenu-RelatedTopicsWrapper"><h4 class="SubMenu-RelatedTopics">Related Topics</h4><div class="SubMenu-CasualLinkWrapper" data-testid="related"><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" rel="nofollow" target="_self" href="https://iw-resources.informationweek.com/free/w_ingg126/prgm.cgi?a=1">Newsletters</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/resources?page=1&types=Research+Report" data-discover="true">Reports/Research</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/resources?page=1&types=Virtual+Event&types=Webinar" data-discover="true">Online Events</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/events" data-discover="true">Live Events</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/podcasts" data-discover="true">Podcasts</a></li></ul><ul class="SubMenu-CasualLinkList"><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/resources?page=1&types=White+Paper" data-discover="true">White Papers</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/advertise" data-discover="true">Advertise With Us</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/about-us" data-discover="true">About Us</a></li><li class="SubMenu-CasualLinkItem"><a class="SubMenu-ItemLink" data-testid="sub-menu-item-link" href="/it-sectors" data-discover="true">IT Sectors</a></li></ul></div></div><div class="SubMenu-RecentContentWrapper" data-testid="recent"><div class="SubMenu-RecentContentHeading"><h4 data-testid="recent-title" class="SubMenu-RecentText">Recent in <a class="SubMenu-RecentTopicTerm" href="/resources" data-discover="true">More</a></h4><div data-testid="see-more" class="SubMenu-SeeMore"><a class="SubMenu-MoreContent" href="/resources" data-discover="true"><span class="SubMenu-SeeMoreText">InformationWeek Resource Library</span><span data-component="icon" data-name="ChevronRight" class="SubMenu-SeeMoreIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div></div><div class="SubMenu-ContentWrapper"><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/machine-learning-ai/possibilities-with-ai-lessons-from-the-paris-ai-summit" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">Arc de Triomphe, landmark in Paris, France</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltebf1b4b071484586/67ae4fa84aad648e67867f76/ArcDeTriomphe_Paris-Images-Europa-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltebf1b4b071484586/67ae4fa84aad648e67867f76/ArcDeTriomphe_Paris-Images-Europa-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_machineLearningAi ContentPreview-Category" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/machine-learning-ai/possibilities-with-ai-lessons-from-the-paris-ai-summit" data-discover="true">Possibilities with AI: Lessons From the Paris AI Summit</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/machine-learning-ai/possibilities-with-ai-lessons-from-the-paris-ai-summit" data-discover="true">Possibilities with AI: Lessons From the Paris AI Summit</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/carrie-pallardy" data-discover="true">Carrie Pallardy</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>4 Min Read</span></div></div></div></div></div></div><div class="ContentPreview" data-module="content-preview" data-variant="card-vertical"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_cardVertical"><a data-testid="thumbnail" href="/machine-learning-ai/how-will-international-politics-complicate-us-access-to-ai-" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">magic door with glowing light in the dark place, digital art style, illustration painting</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6c3cbbeda030c97e/67a66754a8826b929a699c51/magicdoor_TithiLuadthong-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6c3cbbeda030c97e/67a66754a8826b929a699c51/magicdoor_TithiLuadthong-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_machineLearningAi ContentPreview-Category" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a><a class="ContentPreview-IconWrapper" title="Link to all podcast" data-testid="content-preview-icon-link" href="/podcasts" data-discover="true"><span data-component="icon" data-name="Microphone" class="ContentPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a><div class="VerticalCard"><div class="VerticalCard-Body"><a class="VerticalCard-Title VerticalCard-Title_displayOption_default" data-testid="preview-default-title" href="/machine-learning-ai/how-will-international-politics-complicate-us-access-to-ai-" data-discover="true">How Will International Politics Complicate US Access to AI?</a><a class="VerticalCard-Title VerticalCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/machine-learning-ai/how-will-international-politics-complicate-us-access-to-ai-" data-discover="true">How Will International Politics Complicate US Access to AI?</a><div class="Contributors Contributors_variant_slimline VerticalCard-ContributorsWrapper" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/joao-pierre-s-ruth" data-discover="true">Joao-Pierre S. Ruth</a></div></div></div><div class="VerticalCard-Footer"><span class="VerticalCard-Date" data-testid="vertical-card-date">Feb 10, 2025</span></div></div></div></div></div></div></div></div></div></div></div></div><div class="MainMenu-SearchButtonWrapper"><button data-testid="mainMenu-SearchButton" aria-label="Open Search" class="MainMenu-SearchButton"><span data-component="icon" data-name="Search" class="MainMenu-SearchButtonIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='22'%20height='21.789'%20viewBox='0%200%2022%2021.789'%3e%3cg%20id='search_icon'%20data-name='search%20icon'%20transform='translate(-1387%20-125)'%3e%3cpath%20id='search_icon-2'%20data-name='search%20icon'%20d='M1395.176,138.7a5.606,5.606,0,1,1,5.661-5.606A5.626,5.626,0,0,1,1395.176,138.7Zm7.547,0h-.994l-.351-.336a8.02,8.02,0,0,0,1.975-5.27,8.154,8.154,0,1,0-2.856,6.142l.34.349v.984l6.289,6.217,1.875-1.856Z'%20transform='translate(0%200)'/%3e%3c/g%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='22'%20height='21.789'%20viewBox='0%200%2022%2021.789'%3e%3cg%20id='search_icon'%20data-name='search%20icon'%20transform='translate(-1387%20-125)'%3e%3cpath%20id='search_icon-2'%20data-name='search%20icon'%20d='M1395.176,138.7a5.606,5.606,0,1,1,5.661-5.606A5.626,5.626,0,0,1,1395.176,138.7Zm7.547,0h-.994l-.351-.336a8.02,8.02,0,0,0,1.975-5.27,8.154,8.154,0,1,0-2.856,6.142l.34.349v.984l6.289,6.217,1.875-1.856Z'%20transform='translate(0%200)'/%3e%3c/g%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button></div></div><div class="MainMenu-SearchWrapper"><div class="FullScreenBackground MainMenu-SearchBackground MainMenu-SearchBackground_withSearchBar"></div><button data-testid="mainMenu-SearchCloseButton" class="MainMenu-SearchCloseButton" aria-label="Close Search"><span data-component="icon" data-name="Close" class="MainMenu-SearchCloseIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='18.001'%20viewBox='0%200%2018%2018.001'%3e%3cpath%20id='times'%20d='M11.685,105l6.059-6.059a.9.9,0,0,0,0-1.27L16.336,96.26a.9.9,0,0,0-1.27,0l-6.059,6.06L2.948,96.261a.9.9,0,0,0-1.27,0L.27,97.668a.9.9,0,0,0,0,1.27L6.33,105,.27,111.057a.9.9,0,0,0,0,1.27l1.408,1.408a.9.9,0,0,0,1.27,0l6.059-6.06,6.059,6.059a.9.9,0,0,0,1.27,0l1.408-1.408a.9.9,0,0,0,0-1.27Z'%20transform='translate(-0.008%20-95.998)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='18.001'%20viewBox='0%200%2018%2018.001'%3e%3cpath%20id='times'%20d='M11.685,105l6.059-6.059a.9.9,0,0,0,0-1.27L16.336,96.26a.9.9,0,0,0-1.27,0l-6.059,6.06L2.948,96.261a.9.9,0,0,0-1.27,0L.27,97.668a.9.9,0,0,0,0,1.27L6.33,105,.27,111.057a.9.9,0,0,0,0,1.27l1.408,1.408a.9.9,0,0,0,1.27,0l6.059-6.06,6.059,6.059a.9.9,0,0,0,1.27,0l1.408-1.408a.9.9,0,0,0,0-1.27Z'%20transform='translate(-0.008%20-95.998)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></button></div></div></div></div></nav><section class="Layout-Section"><div id="iiris-identity" data-testid="iris-identity"></div><div data-template="topic-list"><div data-template="list-content" class="ListContent"><div class="TwoColumnLayout"><div id="portal-root"></div><div class="TwoColumnLayout-Head"><div class="TopicList-Head"><ul data-component="breadcrumb" class="Breadcrumb TopicList-Breadcrumbs"><li class="Breadcrumb-ListItem"><a class="Breadcrumb-GetText" data-testid="breadcrumb-link" href="/" data-discover="true">Home</a><span data-component="icon" data-name="ChevronRight" class="Breadcrumb-DividerIcon Breadcrumb-NextIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span><span data-component="icon" data-name="ChevronRight" class="Breadcrumb-DividerIcon Breadcrumb-PrevIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></li><li class="Breadcrumb-ListItem"><a class="Breadcrumb-GetText Breadcrumb-GetText_isNearLastItem" data-testid="breadcrumb-link" href="/it-leadership" data-discover="true">IT Leadership</a><span data-component="icon" data-name="ChevronRight" class="Breadcrumb-DividerIcon Breadcrumb-NextIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></li><li class="Breadcrumb-ListItem"><a class="Breadcrumb-GetText Breadcrumb-GetText_isLastItem" data-testid="breadcrumb-link" href="/it-leadership/digital-transformation" data-discover="true">Digital Transformation</a></li></ul><div data-module="category-header" class="CategoryHeader CategoryHeader_primaryTitle"><div class="CategoryHeader-TitleWrapper CategoryHeader-TitleWrapper_primaryTitle"><div class="CategoryHeader-TitleContent"><h1 class="CategoryHeader-Title CategoryHeader-Title_primary" data-testid="category-header-title">Digital Transformation</h1></div><div class="CategoryHeader-SponsorAdsWrapper" data-testid="category-header-sponsor-ads"></div></div></div></div></div><div class="TwoColumnLayout-Content"><div class="TwoColumnLayout-Body"><div class="ListContent-Body" data-testid="list-content-body"><div class="ContentPreview ListContent-Content ListContent-Content_featured" data-module="content-preview" data-variant="summary"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_summary"><a data-testid="thumbnail" href="/it-leadership/comparing-costs-of-llm-providers" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">night scenery of a man rowing a boat among many glowing moons floating on the sea</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb5067e1d8bf69499/67a133eb44047d6d35a96534/boat-Tithi_Luadthong_-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb5067e1d8bf69499/67a133eb44047d6d35a96534/boat-Tithi_Luadthong_-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_itLeadership ContentPreview-Category" href="/it-leadership" data-discover="true">IT Leadership</a><div class="ArticlePreview"><div class="ArticlePreview-Body"><a class="ArticlePreview-Title ArticlePreview-Title_displayOption_default" data-testid="preview-default-title" href="/it-leadership/comparing-costs-of-llm-providers" data-discover="true">Shopping for an LLM? Here's What to Know About Pricing</a><a class="ArticlePreview-Title ArticlePreview-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/it-leadership/comparing-costs-of-llm-providers" data-discover="true">Shopping for an LLM? Here's What to Know About Pricing</a><p data-testid="preview-card-summary" class="ArticlePreview-Summary">CIOs and other smart shoppers who want to watch their AI spending should understand what goes into the bill they'll receive from their large language model providers. Here's what to know to start comparison shopping.</p><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_summary Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Pam Baker" href="/author/pam-baker" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta2c974464f9d8086/64bc0833691b1233dc5fefd2/Pam-Baker.png?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta2c974464f9d8086/64bc0833691b1233dc5fefd2/Pam-Baker.png?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Pam Baker" title="Picture of Pam Baker"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/pam-baker" data-discover="true">Pam Baker</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Contributing Writer</span></div></div></div><div class="ArticlePreview-Footer"><span class="ArticlePreview-Date">Feb 4, 2025</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div></div><div class="ListContent-Content ListContent-Content_latest"><div class="ListContent-ContentWrapper"><div class="ListContent-ContentContainer"><div class="ContentPreview ListContent-LatestItem" data-module="content-preview" data-variant="normal"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_normal ContentPreview-Wrapper_articleSize_big"><a data-testid="thumbnail" href="/it-leadership/the-hidden-cost-of-partial-digital-transformation" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">White jigsaw puzzle with word hidden costs over green background. Costing concept.</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6a8d7609e8870ab0/67927599546e33161a5d4fa2/hidden_costs-Jennifer_Miranda_Lobijin_-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6a8d7609e8870ab0/67927599546e33161a5d4fa2/hidden_costs-Jennifer_Miranda_Lobijin_-alamy.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_itLeadership ContentPreview-Category" href="/it-leadership" data-discover="true">IT Leadership</a><div class="ContentCard"><div class="ContentCard-Body"><a class="ContentCard-Title ContentCard-Title_displayOption_default" data-testid="preview-default-title" href="/it-leadership/the-hidden-cost-of-partial-digital-transformation" data-discover="true">The Hidden Cost of Partial Digital Transformation</a><a class="ContentCard-Title ContentCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/it-leadership/the-hidden-cost-of-partial-digital-transformation" data-discover="true">The Hidden Cost of Partial Digital Transformation</a><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_normal" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/chuck-gordon" data-discover="true">Chuck Gordon</a></div></div></div><div class="ContentCard-Footer"><span class="ContentCard-Date" data-testid="content-card-date">Jan 29, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div></div><div class="ContentPreview ListContent-LatestItem" data-module="content-preview" data-variant="normal"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_normal ContentPreview-Wrapper_articleSize_big"><a data-testid="thumbnail" href="/it-leadership/untangling-enterprise-reliance-on-legacy-systems" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">Cobol programming language software development concept on vitual screen.</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1ef67ab56949f0ca/678fbdec774eda37d131a33c/LEgacy_COBOL-KirillIvanov-Alamy_Stock_Photo.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1ef67ab56949f0ca/678fbdec774eda37d131a33c/LEgacy_COBOL-KirillIvanov-Alamy_Stock_Photo.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_itLeadership ContentPreview-Category" href="/it-leadership" data-discover="true">IT Leadership</a><div class="ContentCard"><div class="ContentCard-Body"><a class="ContentCard-Title ContentCard-Title_displayOption_default" data-testid="preview-default-title" href="/it-leadership/untangling-enterprise-reliance-on-legacy-systems" data-discover="true">Untangling Enterprise Reliance on Legacy Systems</a><a class="ContentCard-Title ContentCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/it-leadership/untangling-enterprise-reliance-on-legacy-systems" data-discover="true">Untangling Enterprise Reliance on Legacy Systems</a><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_normal" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/carrie-pallardy" data-discover="true">Carrie Pallardy</a></div></div></div><div class="ContentCard-Footer"><span class="ContentCard-Date" data-testid="content-card-date">Jan 21, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div></div></div></div><div class="ListContent-ContentWrapper"><div class="ListContent-ContentContainer"><div class="ContentPreview ListContent-LatestItem" data-module="content-preview" data-variant="normal"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_normal ContentPreview-Wrapper_articleSize_small"><a data-testid="thumbnail" href="/machine-learning-ai/how-do-companies-know-if-they-overspend-on-ai-and-then-recover-" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">AI Business Success and artificial intelligence industry revenue stream as a new technology industry making money with cost saving automation</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt342089621fc8baa5/67814adba53bf6c475ce32b8/AI_money-Brainlight-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt342089621fc8baa5/67814adba53bf6c475ce32b8/AI_money-Brainlight-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_machineLearningAi ContentPreview-Category" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a><a class="ContentPreview-IconWrapper" title="Link to all podcast" data-testid="content-preview-icon-link" href="/podcasts" data-discover="true"><span data-component="icon" data-name="Microphone" class="ContentPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a><div class="ContentCard"><div class="ContentCard-Body"><a class="ContentCard-Title ContentCard-Title_displayOption_default" data-testid="preview-default-title" href="/machine-learning-ai/how-do-companies-know-if-they-overspend-on-ai-and-then-recover-" data-discover="true">How Do Companies Know if They Overspend on AI and Then Recover?</a><a class="ContentCard-Title ContentCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/machine-learning-ai/how-do-companies-know-if-they-overspend-on-ai-and-then-recover-" data-discover="true">How Do Companies Know if They Overspend on AI and Then Recover?</a><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_normal" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/joao-pierre-s-ruth" data-discover="true">Joao-Pierre S. Ruth</a></div></div></div><div class="ContentCard-Footer"><span class="ContentCard-Date" data-testid="content-card-date">Jan 13, 2025</span></div></div></div></div><div class="ContentPreview ListContent-LatestItem" data-module="content-preview" data-variant="normal"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_normal ContentPreview-Wrapper_articleSize_small"><a data-testid="thumbnail" href="/it-infrastructure/why-your-business-may-want-to-shift-to-an-industry-cloud-platform" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">Cloud computing, online connections and data processing concept as a digitally generated image</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt0d17be74b927a449/67802cabe86bc86d1b817006/cloudcomputing_Wavebreakmedia-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt0d17be74b927a449/67802cabe86bc86d1b817006/cloudcomputing_Wavebreakmedia-AlamyStockPhoto.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_itInfrastructure ContentPreview-Category" href="/it-infrastructure" data-discover="true">IT Infrastructure</a><div class="ContentCard"><div class="ContentCard-Body"><a class="ContentCard-Title ContentCard-Title_displayOption_default" data-testid="preview-default-title" href="/it-infrastructure/why-your-business-may-want-to-shift-to-an-industry-cloud-platform" data-discover="true">Why Your Business May Want to Shift to an Industry Cloud Platform</a><a class="ContentCard-Title ContentCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/it-infrastructure/why-your-business-may-want-to-shift-to-an-industry-cloud-platform" data-discover="true">Why Your Business May Want to Shift to an Industry Cloud Platform</a><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_normal" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/john-edwards" data-discover="true">John Edwards</a></div></div></div><div class="ContentCard-Footer"><span class="ContentCard-Date" data-testid="content-card-date">Jan 13, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div></div><div class="ContentPreview ListContent-LatestItem" data-module="content-preview" data-variant="normal"><div class="ContentPreview-Wrapper ContentPreview-Wrapper_variant_normal ContentPreview-Wrapper_articleSize_small"><a data-testid="thumbnail" href="/it-leadership/court-pulls-plug-on-biden-s-net-neutrality-revival-limits-fcc-power" data-discover="true"><div class="ContentPreview-ImageContainer"><span data-testid="content-preview-screen-reader-text" class="ContentPreview-ImageScreenReaderText">Net neutrality spelled out in cutout letters.</span><img data-testid="content-preview-image" data-component="image" class="ContentPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7b9da39e38e5d731/6777fea4fb3a0fe11c75edc6/S1TW9A.jpg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7b9da39e38e5d731/6777fea4fb3a0fe11c75edc6/S1TW9A.jpg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a><a data-component="keyword" class="Keyword Keyword_variant_standard Keyword_title_itLeadership ContentPreview-Category" href="/it-leadership" data-discover="true">IT Leadership</a><div class="ContentCard"><div class="ContentCard-Body"><a class="ContentCard-Title ContentCard-Title_displayOption_default" data-testid="preview-default-title" href="/it-leadership/court-pulls-plug-on-biden-s-net-neutrality-revival-limits-fcc-power" data-discover="true">Court Pulls Plug on Biden’s Net Neutrality Revival, Limits FCC Power</a><a class="ContentCard-Title ContentCard-Title_displayOption_mobile" data-testid="preview-mobile-title" href="/it-leadership/court-pulls-plug-on-biden-s-net-neutrality-revival-limits-fcc-power" data-discover="true">Court Pulls Plug on Biden’s Net Neutrality Revival, Limits FCC Power</a><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_normal" data-component="contributors"><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/shane-snider" data-discover="true">Shane Snider</a></div></div></div><div class="ContentCard-Footer"><span class="ContentCard-Date" data-testid="content-card-date">Jan 3, 2025</span><div data-module="card-time" class="CardTime"><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: New year 2025, road" href="/it-leadership/things-cios-and-ctos-need-to-do-differently-in-2025" data-discover="true"><div title="New year 2025, road"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltbbd249b24fe148de/675c823a06d859ee907b5b94/2025-Orazio_Puccio-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltbbd249b24fe148de/675c823a06d859ee907b5b94/2025-Orazio_Puccio-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="New year 2025, road" title="New year 2025, road"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/things-cios-and-ctos-need-to-do-differently-in-2025" data-discover="true">Things CIOs and CTOs Need To Do Differently in 2025</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/things-cios-and-ctos-need-to-do-differently-in-2025" data-discover="true">Things CIOs and CTOs Need To Do Differently in 2025</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Dec 18, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Lisa Morgan" href="/author/lisa-morgan" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Lisa Morgan" title="Picture of Lisa Morgan"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: silhouettes of executives in a conference room" href="/it-leadership/how-cios-can-contribute-to-corporate-strategy" data-discover="true"><div title="silhouettes of executives in a conference room"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt66d16d03511a9366/6759eb37e2ba1dcc94f750eb/CIO-Leadership-Rawpixel.com-adobeNEW.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt66d16d03511a9366/6759eb37e2ba1dcc94f750eb/CIO-Leadership-Rawpixel.com-adobeNEW.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="silhouettes of executives in a conference room" title="silhouettes of executives in a conference room"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/how-cios-can-contribute-to-corporate-strategy" data-discover="true">How CIOs Can Contribute to Corporate Strategy</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/how-cios-can-contribute-to-corporate-strategy" data-discover="true">How CIOs Can Contribute to Corporate Strategy</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Dec 17, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Mary E. Shacklett" href="/author/mary-e-shacklett" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc7d4dbb527ae98d2/64bc07e7b2796e5edd361fed/Mary-Shacklett-125x125.gif?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc7d4dbb527ae98d2/64bc07e7b2796e5edd361fed/Mary-Shacklett-125x125.gif?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Mary E. Shacklett" title="Picture of Mary E. Shacklett"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/mary-e-shacklett" data-discover="true">Mary E. Shacklett</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, President of Transworld Data</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: lightbulb illustrated in water colors" href="/it-leadership/how-to-channel-a-world-s-fair-culture-to-engage-it-talent" data-discover="true"><div title="lightbulb illustrated in water colors"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6889e3cfd6c4715f/66cf65f92dd9335208032ba9/innovation-_Federico_Caputo-alamyLarger.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6889e3cfd6c4715f/66cf65f92dd9335208032ba9/innovation-_Federico_Caputo-alamyLarger.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="lightbulb illustrated in water colors" title="lightbulb illustrated in water colors"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/how-to-channel-a-world-s-fair-culture-to-engage-it-talent" data-discover="true">How to Channel a ‘World’s Fair’ Culture to Engage IT Talent</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/how-to-channel-a-world-s-fair-culture-to-engage-it-talent" data-discover="true">How to Channel a ‘World’s Fair’ Culture to Engage IT Talent</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Dec 11, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Chris O’Neill" href="/author/chris-o-neill" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt819dad8067680e0c/6753213d13ac6f6335257e3a/chris_oneill.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt819dad8067680e0c/6753213d13ac6f6335257e3a/chris_oneill.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Chris O’Neill" title="Picture of Chris O’Neill"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/chris-o-neill" data-discover="true">Chris O’Neill</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Chief Executive Officer, Growthloop</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Future Technology Concept. Woman works with digital screen in futuristic space. 3 D illustration." href="/it-leadership/what-enterprise-it-predictions-actually-mattered-in-2024-" data-discover="true"><div title="Future Technology Concept. Woman works with digital screen in futuristic space. 3 D illustration."><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd6c4c5c683bf05d1/67534d6b89ca40d70fc40a53/futuretech_K_E_N-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd6c4c5c683bf05d1/67534d6b89ca40d70fc40a53/futuretech_K_E_N-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Future Technology Concept. Woman works with digital screen in futuristic space. 3 D illustration." title="Future Technology Concept. Woman works with digital screen in futuristic space. 3 D illustration."/></div></a><a class="ListPreview-IconWrapper" title="Link to all podcast" aria-label="Redirect to All page" data-testid="content-preview-icon-link" href="/podcasts" data-discover="true"><span data-component="icon" data-name="Microphone" class="ListPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/what-enterprise-it-predictions-actually-mattered-in-2024-" data-discover="true">What Enterprise IT Predictions Actually Mattered in 2024?</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/what-enterprise-it-predictions-actually-mattered-in-2024-" data-discover="true">What Enterprise IT Predictions Actually Mattered in 2024?</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Dec 9, 2024</span></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Joao-Pierre S. Ruth" href="/author/joao-pierre-s-ruth" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7f004b6f174043df/67460618a8aa13b634af5c6c/Headshot2024-edited.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7f004b6f174043df/67460618a8aa13b634af5c6c/Headshot2024-edited.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Joao-Pierre S. Ruth" title="Picture of Joao-Pierre S. Ruth"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/joao-pierre-s-ruth" data-discover="true">Joao-Pierre S. Ruth</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Senior Editor</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: lightbulb illustration watercolors" href="/it-leadership/5-ways-to-overcome-digital-transformation-culture-shock" data-discover="true"><div title="lightbulb illustration watercolors"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6889e3cfd6c4715f/66cf65f92dd9335208032ba9/innovation-_Federico_Caputo-alamyLarger.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6889e3cfd6c4715f/66cf65f92dd9335208032ba9/innovation-_Federico_Caputo-alamyLarger.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="lightbulb illustration watercolors" title="lightbulb illustration watercolors"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/5-ways-to-overcome-digital-transformation-culture-shock" data-discover="true">5 Ways to Overcome Digital Transformation Culture Shock</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/5-ways-to-overcome-digital-transformation-culture-shock" data-discover="true">5 Ways to Overcome Digital Transformation Culture Shock</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Nov 6, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Megan Williams" href="/author/megan-williams" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt009f0ed235ad6f89/6723caa71f51c090d6bf1294/Megan_Williams.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt009f0ed235ad6f89/6723caa71f51c090d6bf1294/Megan_Williams.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Megan Williams" title="Picture of Megan Williams"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/megan-williams" data-discover="true">Megan Williams</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, VP, Global Technology Strategy and Transformation, TransUnion</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Creative raining cloud flat lay made of colored sugar coated gummy worms on a light blue background" href="/it-infrastructure/how-enterprises-use-cloud-to-innovate" data-discover="true"><div title="Creative raining cloud flat lay made of colored sugar coated gummy worms on a light blue background"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt0770b9ec1a128448/6721442243545ff81acc819e/cloud_creative-cometakatie-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt0770b9ec1a128448/6721442243545ff81acc819e/cloud_creative-cometakatie-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Creative raining cloud flat lay made of colored sugar coated gummy worms on a light blue background" title="Creative raining cloud flat lay made of colored sugar coated gummy worms on a light blue background"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itInfrastructure ListPreview-Keyword" href="/it-infrastructure" data-discover="true">IT Infrastructure</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-infrastructure/how-enterprises-use-cloud-to-innovate" data-discover="true">How Enterprises Use Cloud to Innovate</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-infrastructure/how-enterprises-use-cloud-to-innovate" data-discover="true">How Enterprises Use Cloud to Innovate</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Nov 4, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Lisa Morgan" href="/author/lisa-morgan" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Lisa Morgan" title="Picture of Lisa Morgan"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Surgeons Wearing Augmented Reality Glasses Perform Brain Surgery with Help of Animated 3D Brain Model, Using Gestures." href="/it-leadership/augmented-reality-s-healthcare-revolution" data-discover="true"><div title="Surgeons Wearing Augmented Reality Glasses Perform Brain Surgery with Help of Animated 3D Brain Model, Using Gestures."><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltaa180338414fd252/671679ba2750b917e8763cf8/augmentedreality_healthcare-AlekseiGorodenkov-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltaa180338414fd252/671679ba2750b917e8763cf8/augmentedreality_healthcare-AlekseiGorodenkov-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Surgeons Wearing Augmented Reality Glasses Perform Brain Surgery with Help of Animated 3D Brain Model, Using Gestures." title="Surgeons Wearing Augmented Reality Glasses Perform Brain Surgery with Help of Animated 3D Brain Model, Using Gestures."/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/augmented-reality-s-healthcare-revolution" data-discover="true">Augmented Reality's Healthcare Revolution</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/augmented-reality-s-healthcare-revolution" data-discover="true">Augmented Reality's Healthcare Revolution</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Oct 25, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="John Edwards" href="/author/john-edwards" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of John Edwards" title="Picture of John Edwards"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/john-edwards" data-discover="true">John Edwards</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Technology Journalist & Author</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: " href="/it-leadership/nvidia-s-jensen-huang-on-leadership-tokenization-and-genai-workforce-impact" data-discover="true"><div title=""><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltffec6c2f37b3625e/6717be4671510209ed0d9498/DSC_3780_copy.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltffec6c2f37b3625e/6717be4671510209ed0d9498/DSC_3780_copy.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/nvidia-s-jensen-huang-on-leadership-tokenization-and-genai-workforce-impact" data-discover="true">Nvidia’s Jensen Huang on Leadership, ‘Tokenization,’ and GenAI Workforce Impact</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/nvidia-s-jensen-huang-on-leadership-tokenization-and-genai-workforce-impact" data-discover="true">Nvidia’s Jensen Huang on Leadership, ‘Tokenization,’ and GenAI Workforce Impact</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Oct 22, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Shane Snider" href="/author/shane-snider" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4de7e5784b276a0/650d8d5ffac8e1d4a1f21f76/Shane_Snider_Profile.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4de7e5784b276a0/650d8d5ffac8e1d4a1f21f76/Shane_Snider_Profile.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Shane Snider" title="Picture of Shane Snider"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/shane-snider" data-discover="true">Shane Snider</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Senior Writer, InformationWeek</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Futuristic Technology in smart retail industrial concept using artificial intelligence " href="/it-leadership/how-retailers-are-using-tech-for-competitive-advantage" data-discover="true"><div title="Futuristic Technology in smart retail industrial concept using artificial intelligence "><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt658349f504dc0d7c/670fcb99d3af042350e16732/2CT4826.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt658349f504dc0d7c/670fcb99d3af042350e16732/2CT4826.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Futuristic Technology in smart retail industrial concept using artificial intelligence " title="Futuristic Technology in smart retail industrial concept using artificial intelligence "/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/how-retailers-are-using-tech-for-competitive-advantage" data-discover="true">How Retailers Are Using Tech for Competitive Advantage</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/how-retailers-are-using-tech-for-competitive-advantage" data-discover="true">How Retailers Are Using Tech for Competitive Advantage</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Oct 22, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Lisa Morgan" href="/author/lisa-morgan" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Lisa Morgan" title="Picture of Lisa Morgan"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem ListContent-ContentItem_borderless" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Image of human brain, data processing and network of connections" href="/data-management/is-synthetic-data-the-future-of-ai-model-training-" data-discover="true"><div title="Image of human brain, data processing and network of connections"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb973ce65bcc2620d/66e05b38844fdf82f9dd6ec5/syntheticdata_AI_Wavebreakmedia-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb973ce65bcc2620d/66e05b38844fdf82f9dd6ec5/syntheticdata_AI_Wavebreakmedia-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Image of human brain, data processing and network of connections" title="Image of human brain, data processing and network of connections"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_dataManagement ListPreview-Keyword" href="/data-management" data-discover="true">Data Management</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/data-management/is-synthetic-data-the-future-of-ai-model-training-" data-discover="true">Is Synthetic Data the Future of AI Model Training?</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/data-management/is-synthetic-data-the-future-of-ai-model-training-" data-discover="true">Is Synthetic Data the Future of AI Model Training?</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Sep 27, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Carrie Pallardy" href="/author/carrie-pallardy" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta2ac0cf507deba77/64bf49006c654daed172bbba/CarriePallardy_Head_Shot.gif?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta2ac0cf507deba77/64bf49006c654daed172bbba/CarriePallardy_Head_Shot.gif?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Carrie Pallardy" title="Picture of Carrie Pallardy"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/carrie-pallardy" data-discover="true">Carrie Pallardy</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Contributing Reporter</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: abstract image green shades" href="/it-leadership/sensible-disruption-the-pragmatist-s-approach-to-innovation" data-discover="true"><div title="abstract image green shades"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd33b73de01174596/66e993755fb33a9857012330/innovation-sleepyfellow-alamy1.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd33b73de01174596/66e993755fb33a9857012330/innovation-sleepyfellow-alamy1.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="abstract image green shades" title="abstract image green shades"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/sensible-disruption-the-pragmatist-s-approach-to-innovation" data-discover="true">Sensible Disruption: The Pragmatist’s Approach to Innovation</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/sensible-disruption-the-pragmatist-s-approach-to-innovation" data-discover="true">Sensible Disruption: The Pragmatist’s Approach to Innovation</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Sep 23, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Kristaps Petrovskis" href="/author/kristaps-petrovskis" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt988e119319575c65/66e98fc7a2a6db7fa9825ee0/Kristaps_Petrovskis.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt988e119319575c65/66e98fc7a2a6db7fa9825ee0/Kristaps_Petrovskis.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Kristaps Petrovskis" title="Picture of Kristaps Petrovskis"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/kristaps-petrovskis" data-discover="true">Kristaps Petrovskis</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Chief Technology Officer, Expereo</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Forrester CEO George Colony addresses crowd at the company's Technology & Innovation Summit North America event in Austin, Texas. " href="/machine-learning-ai/forrester-ceo-lessons-for-executives-to-implement-ai-successfully" data-discover="true"><div title="Forrester CEO George Colony addresses crowd at the company's Technology & Innovation Summit North America event in Austin, Texas. "><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte895266ab4d8d409/66e0d7af00614b734e5cb5f7/DSC_3350.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte895266ab4d8d409/66e0d7af00614b734e5cb5f7/DSC_3350.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Forrester CEO George Colony addresses crowd at the company's Technology & Innovation Summit North America event in Austin, Texas. " title="Forrester CEO George Colony addresses crowd at the company's Technology & Innovation Summit North America event in Austin, Texas. "/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_machineLearningAi ListPreview-Keyword" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/machine-learning-ai/forrester-ceo-lessons-for-executives-to-implement-ai-successfully" data-discover="true">Forrester CEO: Lessons for Executives to Implement AI Successfully</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/machine-learning-ai/forrester-ceo-lessons-for-executives-to-implement-ai-successfully" data-discover="true">Forrester CEO: Lessons for Executives to Implement AI Successfully</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Sep 11, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Shane Snider" href="/author/shane-snider" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4de7e5784b276a0/650d8d5ffac8e1d4a1f21f76/Shane_Snider_Profile.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4de7e5784b276a0/650d8d5ffac8e1d4a1f21f76/Shane_Snider_Profile.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Shane Snider" title="Picture of Shane Snider"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/shane-snider" data-discover="true">Shane Snider</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Senior Writer, InformationWeek</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: new normal Futuristic Technology in smart automation industrial concept using artificial intelligence, machine learning, digital twin" href="/it-leadership/spatial-computing-making-it-practical" data-discover="true"><div title="new normal Futuristic Technology in smart automation industrial concept using artificial intelligence, machine learning, digital twin"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltdd979f6f40f0f3ba/66c8a4c4a75eae480b934438/augmentedreality_digitaltwin-KunnichaLuengrungwaree_AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltdd979f6f40f0f3ba/66c8a4c4a75eae480b934438/augmentedreality_digitaltwin-KunnichaLuengrungwaree_AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="new normal Futuristic Technology in smart automation industrial concept using artificial intelligence, machine learning, digital twin" title="new normal Futuristic Technology in smart automation industrial concept using artificial intelligence, machine learning, digital twin"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/spatial-computing-making-it-practical" data-discover="true">Spatial Computing -- Making it Practical</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/spatial-computing-making-it-practical" data-discover="true">Spatial Computing -- Making it Practical</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Sep 3, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="John Edwards" href="/author/john-edwards" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of John Edwards" title="Picture of John Edwards"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/john-edwards" data-discover="true">John Edwards</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Technology Journalist & Author</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: AI knowledge management cartoon showing a brain needing to be plugged into a computer." href="/ai-innovations/keynote-sneak-peek-forrester-analyst-wants-to-empower-genai-workers-through-knowledge-management" data-discover="true"><div title="AI knowledge management cartoon showing a brain needing to be plugged into a computer."><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltab1ee78f9e304bb9/66d0cdfd400b12887e753a0c/AI_Knowledge_Mgmt_Idalba_Granada_via_Alamy_Stock.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltab1ee78f9e304bb9/66d0cdfd400b12887e753a0c/AI_Knowledge_Mgmt_Idalba_Granada_via_Alamy_Stock.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="AI knowledge management cartoon showing a brain needing to be plugged into a computer." title="AI knowledge management cartoon showing a brain needing to be plugged into a computer."/></div></a><a class="ListPreview-IconWrapper" title="Link to all video" aria-label="Redirect to All page" data-testid="content-preview-icon-link" href="/videos" data-discover="true"><span data-component="icon" data-name="Play" class="ListPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='20'%20height='23'%20viewBox='0%200%2020%2023'%3e%3cpath%20id='Icon_awesome-play'%20data-name='Icon%20awesome-play'%20d='M18.947,9.645,3.232.3A2.131,2.131,0,0,0,0,2.152V20.844A2.141,2.141,0,0,0,3.232,22.7l15.715-9.343A2.161,2.161,0,0,0,18.947,9.645Z'%20transform='translate(0%20-0.002)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='20'%20height='23'%20viewBox='0%200%2020%2023'%3e%3cpath%20id='Icon_awesome-play'%20data-name='Icon%20awesome-play'%20d='M18.947,9.645,3.232.3A2.131,2.131,0,0,0,0,2.152V20.844A2.141,2.141,0,0,0,3.232,22.7l15.715-9.343A2.161,2.161,0,0,0,18.947,9.645Z'%20transform='translate(0%20-0.002)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_aiInnovations ListPreview-Keyword" href="/machine-learning-ai/ai-innovations" data-discover="true">AI Innovations</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/ai-innovations/keynote-sneak-peek-forrester-analyst-wants-to-empower-genai-workers-through-knowledge-management" data-discover="true">Keynote Sneak Peek: Forrester Analyst Wants to Empower GenAI Workers Through Knowledge Management</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/ai-innovations/keynote-sneak-peek-forrester-analyst-wants-to-empower-genai-workers-through-knowledge-management" data-discover="true">Keynote Sneak Peek: Forrester Analyst Wants to Empower GenAI Workers Through Knowledge Management</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Aug 30, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>21 Min View</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Brandon Taylor" href="/author/brandon-taylor" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15232db5d2321c39/64bf5c007b352808e9c5a64e/BrandonTaylorHeadshot1.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15232db5d2321c39/64bf5c007b352808e9c5a64e/BrandonTaylorHeadshot1.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Brandon Taylor" title="Picture of Brandon Taylor"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/brandon-taylor" data-discover="true">Brandon Taylor</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Digital Editorial Program Manager</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: cluster of colorful stars" href="/it-leadership/how-to-establish-a-business-operations-center-of-excellence" data-discover="true"><div title="cluster of colorful stars"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2660ca7b783ef779/66c79a671dc5351f8afd010b/stars-_Peter_Lane-alamy-resized.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2660ca7b783ef779/66c79a671dc5351f8afd010b/stars-_Peter_Lane-alamy-resized.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="cluster of colorful stars" title="cluster of colorful stars"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/how-to-establish-a-business-operations-center-of-excellence" data-discover="true">How to Establish a Business Operations Center of Excellence</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/how-to-establish-a-business-operations-center-of-excellence" data-discover="true">How to Establish a Business Operations Center of Excellence</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Aug 27, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Nathan Eddy" href="/author/nathan-eddy" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltffb02052df0e7c0f/64bf3f85d8102a1de1f9b9a4/nathan-eddy-new.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltffb02052df0e7c0f/64bf3f85d8102a1de1f9b9a4/nathan-eddy-new.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Nathan Eddy" title="Picture of Nathan Eddy"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/nathan-eddy" data-discover="true">Nathan Eddy</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: man on a boat in the outer space with colorful cloud,illustration" href="/it-infrastructure/9-ways-cloud-makes-companies-more-competitive" data-discover="true"><div title="man on a boat in the outer space with colorful cloud,illustration"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2ca879f298b01d0d/66c75115c3aba90d92152f67/cloud-Tithi_Luadthong_-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2ca879f298b01d0d/66c75115c3aba90d92152f67/cloud-Tithi_Luadthong_-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="man on a boat in the outer space with colorful cloud,illustration" title="man on a boat in the outer space with colorful cloud,illustration"/></div></a><a class="ListPreview-IconWrapper" title="Link to all slideshow" aria-label="Redirect to All page" data-testid="content-preview-icon-link" href="/slideshows" data-discover="true"><span data-component="icon" data-name="Images" class="ListPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='14'%20viewBox='0%200%2018%2014'%3e%3cpath%20id='images'%20d='M15,44v.5A1.5,1.5,0,0,1,13.5,46H1.5A1.5,1.5,0,0,1,0,44.5v-8A1.5,1.5,0,0,1,1.5,35H2v1.5H1.687a.187.187,0,0,0-.187.188v7.625a.187.187,0,0,0,.187.188H13.312a.187.187,0,0,0,.188-.187V44Zm1.313-10.5H4.688a.187.187,0,0,0-.187.188v7.625a.187.187,0,0,0,.188.188H16.313a.187.187,0,0,0,.188-.187V33.688A.187.187,0,0,0,16.313,33.5ZM16.5,32A1.5,1.5,0,0,1,18,33.5v8A1.5,1.5,0,0,1,16.5,43H4.5A1.5,1.5,0,0,1,3,41.5v-8A1.5,1.5,0,0,1,4.5,32ZM8.25,35.5A1.25,1.25,0,1,1,7,34.25,1.25,1.25,0,0,1,8.25,35.5ZM6,38.5l1.235-1.235a.375.375,0,0,1,.53,0L9,38.5l3.235-3.235a.375.375,0,0,1,.53,0L15,37.5V40H6Z'%20transform='translate(0%20-32)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='18'%20height='14'%20viewBox='0%200%2018%2014'%3e%3cpath%20id='images'%20d='M15,44v.5A1.5,1.5,0,0,1,13.5,46H1.5A1.5,1.5,0,0,1,0,44.5v-8A1.5,1.5,0,0,1,1.5,35H2v1.5H1.687a.187.187,0,0,0-.187.188v7.625a.187.187,0,0,0,.187.188H13.312a.187.187,0,0,0,.188-.187V44Zm1.313-10.5H4.688a.187.187,0,0,0-.187.188v7.625a.187.187,0,0,0,.188.188H16.313a.187.187,0,0,0,.188-.187V33.688A.187.187,0,0,0,16.313,33.5ZM16.5,32A1.5,1.5,0,0,1,18,33.5v8A1.5,1.5,0,0,1,16.5,43H4.5A1.5,1.5,0,0,1,3,41.5v-8A1.5,1.5,0,0,1,4.5,32ZM8.25,35.5A1.25,1.25,0,1,1,7,34.25,1.25,1.25,0,0,1,8.25,35.5ZM6,38.5l1.235-1.235a.375.375,0,0,1,.53,0L9,38.5l3.235-3.235a.375.375,0,0,1,.53,0L15,37.5V40H6Z'%20transform='translate(0%20-32)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itInfrastructure ListPreview-Keyword" href="/it-infrastructure" data-discover="true">IT Infrastructure</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-infrastructure/9-ways-cloud-makes-companies-more-competitive" data-discover="true">9 Ways Cloud Makes Companies More Competitive</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-infrastructure/9-ways-cloud-makes-companies-more-competitive" data-discover="true">9 Ways Cloud Makes Companies More Competitive</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Aug 26, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>9 Slides</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Lisa Morgan" href="/author/lisa-morgan" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Lisa Morgan" title="Picture of Lisa Morgan"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Cartoon office worker alert in the morning, losing energy in the afternoon and dozed after lunch hour, symbolizing alert fatigue." href="/it-automation/utilizing-automation-to-alleviate-alert-fatigue-workforce-shortages-and-more" data-discover="true"><div title="Cartoon office worker alert in the morning, losing energy in the afternoon and dozed after lunch hour, symbolizing alert fatigue."><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt694b100e05c40009/66c8cd1f6e9eba139d29b96b/Alert_Fatigue_Yeow_Hui_Ho_via_Alamy_Stock.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt694b100e05c40009/66c8cd1f6e9eba139d29b96b/Alert_Fatigue_Yeow_Hui_Ho_via_Alamy_Stock.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Cartoon office worker alert in the morning, losing energy in the afternoon and dozed after lunch hour, symbolizing alert fatigue." title="Cartoon office worker alert in the morning, losing energy in the afternoon and dozed after lunch hour, symbolizing alert fatigue."/></div></a><a class="ListPreview-IconWrapper" title="Link to all video" aria-label="Redirect to All page" data-testid="content-preview-icon-link" href="/videos" data-discover="true"><span data-component="icon" data-name="Play" class="ListPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='20'%20height='23'%20viewBox='0%200%2020%2023'%3e%3cpath%20id='Icon_awesome-play'%20data-name='Icon%20awesome-play'%20d='M18.947,9.645,3.232.3A2.131,2.131,0,0,0,0,2.152V20.844A2.141,2.141,0,0,0,3.232,22.7l15.715-9.343A2.161,2.161,0,0,0,18.947,9.645Z'%20transform='translate(0%20-0.002)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='20'%20height='23'%20viewBox='0%200%2020%2023'%3e%3cpath%20id='Icon_awesome-play'%20data-name='Icon%20awesome-play'%20d='M18.947,9.645,3.232.3A2.131,2.131,0,0,0,0,2.152V20.844A2.141,2.141,0,0,0,3.232,22.7l15.715-9.343A2.161,2.161,0,0,0,18.947,9.645Z'%20transform='translate(0%20-0.002)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itAutomation ListPreview-Keyword" href="/machine-learning-ai/it-automation" data-discover="true">IT Automation</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-automation/utilizing-automation-to-alleviate-alert-fatigue-workforce-shortages-and-more" data-discover="true">Utilizing Automation to Alleviate Alert Fatigue, Workforce Shortages, and More</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-automation/utilizing-automation-to-alleviate-alert-fatigue-workforce-shortages-and-more" data-discover="true">Utilizing Automation to Alleviate Alert Fatigue, Workforce Shortages, and More</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Aug 23, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>5 Min View</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Brandon Taylor" href="/author/brandon-taylor" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15232db5d2321c39/64bf5c007b352808e9c5a64e/BrandonTaylorHeadshot1.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15232db5d2321c39/64bf5c007b352808e9c5a64e/BrandonTaylorHeadshot1.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Brandon Taylor" title="Picture of Brandon Taylor"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/brandon-taylor" data-discover="true">Brandon Taylor</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Digital Editorial Program Manager</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: lightbulb peeking out of a blue box" href="/it-leadership/culture-and-innovation-how-they-blend-and-why-they-re-important" data-discover="true"><div title="lightbulb peeking out of a blue box"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt5325052b9fa342f3/66044aa88735652db764e096/innovation-Rosaline_Napier_-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt5325052b9fa342f3/66044aa88735652db764e096/innovation-Rosaline_Napier_-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="lightbulb peeking out of a blue box" title="lightbulb peeking out of a blue box"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/culture-and-innovation-how-they-blend-and-why-they-re-important" data-discover="true">Culture and Innovation: How They Blend and Why They’re Important</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/culture-and-innovation-how-they-blend-and-why-they-re-important" data-discover="true">Culture and Innovation: How They Blend and Why They’re Important</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Aug 20, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Oleksandr Strozhemin" href="/author/oleksandr-strozhemin" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf348b44fd3680b87/66be131232cdb7474157c15a/Oleksandr_Strozhemin.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf348b44fd3680b87/66be131232cdb7474157c15a/Oleksandr_Strozhemin.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Oleksandr Strozhemin" title="Picture of Oleksandr Strozhemin"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/oleksandr-strozhemin" data-discover="true">Oleksandr Strozhemin</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, CEO and Co-Founder, Trinetix </span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Stream in the forest" href="/it-leadership/keep-processes-flowing-with-value-stream-management" data-discover="true"><div title="Stream in the forest"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt8fdfa4588a78ad1f/66bb91f232cdb7600357bdac/DH00XN.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt8fdfa4588a78ad1f/66bb91f232cdb7600357bdac/DH00XN.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Stream in the forest" title="Stream in the forest"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/keep-processes-flowing-with-value-stream-management" data-discover="true">Keep Processes Flowing with Value Stream Management</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/keep-processes-flowing-with-value-stream-management" data-discover="true">Keep Processes Flowing with Value Stream Management</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Aug 16, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Lisa Morgan" href="/author/lisa-morgan" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Lisa Morgan" title="Picture of Lisa Morgan"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem ListContent-ContentItem_borderless" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: dial knob with Debts written on it" href="/it-leadership/managing-technical-debt-in-the-midst-of-modernization" data-discover="true"><div title="dial knob with Debts written on it"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1d480ac02fdbbb2e/66bbb404298cec5aeb6efe0a/debt-_Illia_Uriadnikov-alamy1.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1d480ac02fdbbb2e/66bbb404298cec5aeb6efe0a/debt-_Illia_Uriadnikov-alamy1.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="dial knob with Debts written on it" title="dial knob with Debts written on it"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/managing-technical-debt-in-the-midst-of-modernization" data-discover="true">Managing Technical Debt in the Midst of Modernization</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/managing-technical-debt-in-the-midst-of-modernization" data-discover="true">Managing Technical Debt in the Midst of Modernization</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Aug 16, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Naresh Duddu" href="/author/naresh-duddu" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt91ef4d09d95ce30e/661451ca75bd8261b7cdaba3/Naresh_-_White_background.png?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt91ef4d09d95ce30e/661451ca75bd8261b7cdaba3/Naresh_-_White_background.png?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Naresh Duddu" title="Picture of Naresh Duddu"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/naresh-duddu" data-discover="true">Naresh Duddu</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, AVP and Global Head – Modernization, Infosys</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Business person cutting credit card to symbolize getting rid of technical debt." href="/it-leadership/how-to-get-rid-of-technical-debt-for-good" data-discover="true"><div title="Business person cutting credit card to symbolize getting rid of technical debt."><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd19f6e8ed4c0a813/66b0c1c8686cb455445b43c2/D85KTE.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd19f6e8ed4c0a813/66b0c1c8686cb455445b43c2/D85KTE.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Business person cutting credit card to symbolize getting rid of technical debt." title="Business person cutting credit card to symbolize getting rid of technical debt."/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/how-to-get-rid-of-technical-debt-for-good" data-discover="true">How To Get Rid of Technical Debt for Good</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/how-to-get-rid-of-technical-debt-for-good" data-discover="true">How To Get Rid of Technical Debt for Good</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Aug 7, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Lisa Morgan" href="/author/lisa-morgan" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Lisa Morgan" title="Picture of Lisa Morgan"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Cloud computing concept yellow computer circuit board pattern and real cloud on black background." href="/it-infrastructure/cloud-strategy-in-the-wake-of-the-crowdstrike-outage" data-discover="true"><div title="Cloud computing concept yellow computer circuit board pattern and real cloud on black background."><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt66d73f965a4bec53/66a3dc4098a50ef541a9b388/cloudcomputing_Elen-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt66d73f965a4bec53/66a3dc4098a50ef541a9b388/cloudcomputing_Elen-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Cloud computing concept yellow computer circuit board pattern and real cloud on black background." title="Cloud computing concept yellow computer circuit board pattern and real cloud on black background."/></div></a><a class="ListPreview-IconWrapper" title="Link to all podcast" aria-label="Redirect to All page" data-testid="content-preview-icon-link" href="/podcasts" data-discover="true"><span data-component="icon" data-name="Microphone" class="ListPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itInfrastructure ListPreview-Keyword" href="/it-infrastructure" data-discover="true">IT Infrastructure</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-infrastructure/cloud-strategy-in-the-wake-of-the-crowdstrike-outage" data-discover="true">Cloud Strategy in the Wake of the CrowdStrike Outage</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-infrastructure/cloud-strategy-in-the-wake-of-the-crowdstrike-outage" data-discover="true">Cloud Strategy in the Wake of the CrowdStrike Outage</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Jul 29, 2024</span></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Joao-Pierre S. Ruth" href="/author/joao-pierre-s-ruth" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7f004b6f174043df/67460618a8aa13b634af5c6c/Headshot2024-edited.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7f004b6f174043df/67460618a8aa13b634af5c6c/Headshot2024-edited.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Joao-Pierre S. Ruth" title="Picture of Joao-Pierre S. Ruth"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/joao-pierre-s-ruth" data-discover="true">Joao-Pierre S. Ruth</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Senior Editor</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Cloud security concept with 3d rendering security cameras with circuit cloud." href="/cloud-computing/discover-why-cloud-native-security-is-crucial-to-enhancing-your-cloud-security" data-discover="true"><div title="Cloud security concept with 3d rendering security cameras with circuit cloud."><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9d15bd9411161641/66a2b5f39576a37cbf9ffca4/Cloud_Security_Kittipong_Jirasukhanont_via_Alamy_Stock.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9d15bd9411161641/66a2b5f39576a37cbf9ffca4/Cloud_Security_Kittipong_Jirasukhanont_via_Alamy_Stock.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Cloud security concept with 3d rendering security cameras with circuit cloud." title="Cloud security concept with 3d rendering security cameras with circuit cloud."/></div></a><a class="ListPreview-IconWrapper" title="Link to all video" aria-label="Redirect to All page" data-testid="content-preview-icon-link" href="/videos" data-discover="true"><span data-component="icon" data-name="Play" class="ListPreview-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='20'%20height='23'%20viewBox='0%200%2020%2023'%3e%3cpath%20id='Icon_awesome-play'%20data-name='Icon%20awesome-play'%20d='M18.947,9.645,3.232.3A2.131,2.131,0,0,0,0,2.152V20.844A2.141,2.141,0,0,0,3.232,22.7l15.715-9.343A2.161,2.161,0,0,0,18.947,9.645Z'%20transform='translate(0%20-0.002)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='20'%20height='23'%20viewBox='0%200%2020%2023'%3e%3cpath%20id='Icon_awesome-play'%20data-name='Icon%20awesome-play'%20d='M18.947,9.645,3.232.3A2.131,2.131,0,0,0,0,2.152V20.844A2.141,2.141,0,0,0,3.232,22.7l15.715-9.343A2.161,2.161,0,0,0,18.947,9.645Z'%20transform='translate(0%20-0.002)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_cloudComputing ListPreview-Keyword" href="/it-infrastructure/cloud-computing" data-discover="true">Cloud Computing</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/cloud-computing/discover-why-cloud-native-security-is-crucial-to-enhancing-your-cloud-security" data-discover="true">Discover Why Cloud-Native Security is Crucial to Enhancing Your Cloud Security</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/cloud-computing/discover-why-cloud-native-security-is-crucial-to-enhancing-your-cloud-security" data-discover="true">Discover Why Cloud-Native Security is Crucial to Enhancing Your Cloud Security</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Jul 26, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>5 Min View</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Brandon Taylor" href="/author/brandon-taylor" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15232db5d2321c39/64bf5c007b352808e9c5a64e/BrandonTaylorHeadshot1.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15232db5d2321c39/64bf5c007b352808e9c5a64e/BrandonTaylorHeadshot1.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Brandon Taylor" title="Picture of Brandon Taylor"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/brandon-taylor" data-discover="true">Brandon Taylor</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Digital Editorial Program Manager</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: Creative and innovation inspiration. Business Bright idea concept" href="/it-leadership/how-to-identify-innovation-opportunities-in-house-and-externally" data-discover="true"><div title="Creative and innovation inspiration. Business Bright idea concept"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt04d7a55652c794e9/66758e8b61e23c99db973ba7/innovation_PeachPanthermedia_AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt04d7a55652c794e9/66758e8b61e23c99db973ba7/innovation_PeachPanthermedia_AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Creative and innovation inspiration. Business Bright idea concept" title="Creative and innovation inspiration. Business Bright idea concept"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/how-to-identify-innovation-opportunities-in-house-and-externally" data-discover="true">How to Identify Innovation Opportunities In-House and Externally</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/how-to-identify-innovation-opportunities-in-house-and-externally" data-discover="true">How to Identify Innovation Opportunities In-House and Externally</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Jul 23, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="John Edwards" href="/author/john-edwards" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of John Edwards" title="Picture of John Edwards"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/john-edwards" data-discover="true">John Edwards</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Technology Journalist & Author</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: blue paper ship guiding white paper ships" href="/it-leadership/tips-for-guiding-traditional-industries-through-the-digital-age" data-discover="true"><div title="blue paper ship guiding white paper ships"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc1a52f376737f52e/6697d65a4eb0484ebc383103/leadership-Thitaree_Sarmkasat-new-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc1a52f376737f52e/6697d65a4eb0484ebc383103/leadership-Thitaree_Sarmkasat-new-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="blue paper ship guiding white paper ships" title="blue paper ship guiding white paper ships"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/tips-for-guiding-traditional-industries-through-the-digital-age" data-discover="true">Tips for Guiding Traditional Industries Through the Digital Age</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/tips-for-guiding-traditional-industries-through-the-digital-age" data-discover="true">Tips for Guiding Traditional Industries Through the Digital Age</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Jul 23, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Chuck Gordon" href="/author/chuck-gordon" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2c90edf1607e165a/6697d2ac032a6f484753e0fa/ChuckGordon_Headshot_(002).png?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2c90edf1607e165a/6697d2ac032a6f484753e0fa/ChuckGordon_Headshot_(002).png?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Chuck Gordon" title="Picture of Chuck Gordon"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/chuck-gordon" data-discover="true">Chuck Gordon</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, CEO, Storable</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: A businessman hand using 3D rendering globe network airplane hologram." href="/machine-learning-ai/ai-in-aviation-reaching-new-heights-and-efficiencies" data-discover="true"><div title="A businessman hand using 3D rendering globe network airplane hologram."><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltbc28b4f2500add29/669e5b3c4eb0482a8038375b/airplanehologram_WirestockInc-AlamyStockPhotonew.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltbc28b4f2500add29/669e5b3c4eb0482a8038375b/airplanehologram_WirestockInc-AlamyStockPhotonew.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="A businessman hand using 3D rendering globe network airplane hologram." title="A businessman hand using 3D rendering globe network airplane hologram."/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_machineLearningAi ListPreview-Keyword" href="/machine-learning-ai" data-discover="true">Machine Learning & AI</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/machine-learning-ai/ai-in-aviation-reaching-new-heights-and-efficiencies" data-discover="true">AI in Aviation: Reaching New Heights and Efficiencies</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/machine-learning-ai/ai-in-aviation-reaching-new-heights-and-efficiencies" data-discover="true">AI in Aviation: Reaching New Heights and Efficiencies</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Jul 22, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="John Edwards" href="/author/john-edwards" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of John Edwards" title="Picture of John Edwards"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/john-edwards" data-discover="true">John Edwards</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Technology Journalist & Author</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: digital swirl of lights" href="/it-leadership/how-user-interfaces-and-experiences-are-evolving" data-discover="true"><div title="digital swirl of lights"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt85c51007b518f40d/668eefd115f09bc12e7489bc/digital-speed-Aleksey_Odintsov-alamyNEW.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt85c51007b518f40d/668eefd115f09bc12e7489bc/digital-speed-Aleksey_Odintsov-alamyNEW.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="digital swirl of lights" title="digital swirl of lights"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/how-user-interfaces-and-experiences-are-evolving" data-discover="true">How User Interfaces and Experiences Are Evolving</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/how-user-interfaces-and-experiences-are-evolving" data-discover="true">How User Interfaces and Experiences Are Evolving</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Jul 11, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Lisa Morgan" href="/author/lisa-morgan" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Lisa Morgan" title="Picture of Lisa Morgan"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: lightbulb sticking out of a blue box" href="/software-services/software-engineering-startup-thinking" data-discover="true"><div title="lightbulb sticking out of a blue box"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt5325052b9fa342f3/66044aa88735652db764e096/innovation-Rosaline_Napier_-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt5325052b9fa342f3/66044aa88735652db764e096/innovation-Rosaline_Napier_-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="lightbulb sticking out of a blue box" title="lightbulb sticking out of a blue box"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_softwareServices ListPreview-Keyword" href="/software-services" data-discover="true">Software & Services</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/software-services/software-engineering-startup-thinking" data-discover="true">Software Engineering, Startup Thinking</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/software-services/software-engineering-startup-thinking" data-discover="true">Software Engineering, Startup Thinking</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Jul 5, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Nathan Eddy" href="/author/nathan-eddy" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltffb02052df0e7c0f/64bf3f85d8102a1de1f9b9a4/nathan-eddy-new.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltffb02052df0e7c0f/64bf3f85d8102a1de1f9b9a4/nathan-eddy-new.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Nathan Eddy" title="Picture of Nathan Eddy"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/nathan-eddy" data-discover="true">Nathan Eddy</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><div class="ContentPreview ListContent-ContentItem ListContent-ContentItem_borderless" data-module="content-preview" data-variant="small"><div class="ListPreview"><div class="ListPreview-Container"><div class="ListPreview-ImageWrapper"><a aria-label="Read more about: digital abstract" href="/it-leadership/digital-growth-strategies-that-work" data-discover="true"><div title="digital abstract"><img data-component="image" class="ListPreview-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9f3196aaca034245/6655e992451b1f4239321ead/DigitalTransformation-metamorworks-adobe.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9f3196aaca034245/6655e992451b1f4239321ead/DigitalTransformation-metamorworks-adobe.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="digital abstract" title="digital abstract"/></div></a></div><div class="ListPreview-ContentWrapper"><div class="ListPreview-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership ListPreview-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="ListPreview-TitleWrapper"><a class="ListPreview-Title" data-testid="preview-default-title" href="/it-leadership/digital-growth-strategies-that-work" data-discover="true">Digital Growth Strategies That Work</a></div><div class="ListPreview-MobileTitleWrapper"><a class="ListPreview-Title" data-testid="preview-mobile-title" href="/it-leadership/digital-growth-strategies-that-work" data-discover="true">Digital Growth Strategies That Work</a></div><div class="ListPreview-Footer"><span class="ListPreview-Date" data-testid="list-preview-date">Jun 25, 2024</span><div data-module="card-time" class="CardTime"><span class="CardTime-SeparatorLine">|</span><div data-component="article-read-time" class="ArticleReadTime ArticleReadTime_size_small CardTime-ReadTime"><span>1 Min Read</span></div></div></div></div></div><div class="ListPreview-ContributorsWrapper"><div class="Contributors Contributors_variant_slimline Contributors_cardVariant_small Contributors_hasAvatar" data-component="contributors"><div class="Contributors-AvatarWrapper"><a class="Contributors-AvatarLink" aria-label="Lisa Morgan" href="/author/lisa-morgan" data-discover="true"><img aria-hidden="true" data-testid="contributor-avatar" data-component="image" class="Contributors-Avatar" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg?width=100&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Picture of Lisa Morgan" title="Picture of Lisa Morgan"/></a></div><div class="Contributors-InfoWrapper"><span class="Contributors-ByText" data-testid="by-text">by</span><a class="Contributors-ContributorName" data-testid="contributor-name" href="/author/lisa-morgan" data-discover="true">Lisa Morgan</a><span class="Contributors-ContributorTitle" data-testid="contributor-title">, Freelance Writer</span></div></div></div></div></div><nav role="navigation" aria-label="Pagination Navigation" data-component="pagination" class="ListContent-Pagination"><ul class="Pagination-Wrapper"><li><a tabindex="-1" aria-label="Cannot go to Previous page" class="Pagination-Link Pagination-Link_disabled" href="/it-leadership/digital-transformation" data-discover="true"><span class="Pagination-PageWrapper"><span class="Pagination-ArrowIconWrapper Pagination-ArrowIconWrapper_disabled"><span data-component="icon" data-name="ArrowLeft" class="Pagination-ArrowIcon Pagination-ArrowIcon_disabled" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='31.504'%20height='30.705'%20viewBox='0%200%2031.504%2030.705'%3e%3cpath%20id='Icon_awesome-arrow-left'%20data-name='Icon%20awesome-arrow-left'%20d='M18.105,31.3l-1.561,1.561a1.681,1.681,0,0,1-2.384,0L.492,19.2a1.681,1.681,0,0,1,0-2.384L14.161,3.143a1.681,1.681,0,0,1,2.384,0L18.105,4.7a1.689,1.689,0,0,1-.028,2.412L9.6,15.188H29.813A1.683,1.683,0,0,1,31.5,16.875v2.25a1.683,1.683,0,0,1-1.687,1.688H9.6l8.473,8.072A1.677,1.677,0,0,1,18.105,31.3Z'%20transform='translate(0.004%20-2.647)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='31.504'%20height='30.705'%20viewBox='0%200%2031.504%2030.705'%3e%3cpath%20id='Icon_awesome-arrow-left'%20data-name='Icon%20awesome-arrow-left'%20d='M18.105,31.3l-1.561,1.561a1.681,1.681,0,0,1-2.384,0L.492,19.2a1.681,1.681,0,0,1,0-2.384L14.161,3.143a1.681,1.681,0,0,1,2.384,0L18.105,4.7a1.689,1.689,0,0,1-.028,2.412L9.6,15.188H29.813A1.683,1.683,0,0,1,31.5,16.875v2.25a1.683,1.683,0,0,1-1.687,1.688H9.6l8.473,8.072A1.677,1.677,0,0,1,18.105,31.3Z'%20transform='translate(0.004%20-2.647)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span><span data-testid="labelText" class="Pagination-Move">Previous</span></span></a></li><li><a tabindex="-1" aria-label="Current page, page 1" class="Pagination-PageNumber Pagination-PageNumber_current" href="/it-leadership/digital-transformation" data-discover="true">1</a></li><li><a tabindex="0" aria-label="Go to page 2" class="Pagination-PageNumber" href="/it-leadership/digital-transformation?page=2" data-discover="true">2</a></li><li><a tabindex="0" aria-label="Go to page 3" class="Pagination-PageNumber" href="/it-leadership/digital-transformation?page=3" data-discover="true">3</a></li><li><a tabindex="0" aria-label="Go to page 4" class="Pagination-PageNumber" href="/it-leadership/digital-transformation?page=4" data-discover="true">4</a></li><li><a tabindex="0" aria-label="Go to page 5" class="Pagination-PageNumber" href="/it-leadership/digital-transformation?page=5" data-discover="true">5</a></li><li class="Pagination-Dots">…</li><li><a tabindex="0" aria-label="Go to page 356" class="Pagination-PageNumber Pagination-PageNumber_desktop" href="/it-leadership/digital-transformation?page=356" data-discover="true">356</a></li><li><a tabindex="0" aria-label="Go to Next page 2" class="Pagination-Link" href="/it-leadership/digital-transformation?page=2" data-discover="true"><span class="Pagination-PageWrapper"><span data-testid="labelText" class="Pagination-Move">Next</span><span class="Pagination-ArrowIconWrapper"><span data-component="icon" data-name="ArrowRight" class="Pagination-ArrowIcon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='31.504'%20height='30.705'%20viewBox='0%200%2031.504%2030.705'%3e%3cpath%20id='Icon_awesome-arrow-right'%20data-name='Icon%20awesome-arrow-right'%20d='M13.395,4.7l1.561-1.561a1.681,1.681,0,0,1,2.384,0L31.008,16.8a1.681,1.681,0,0,1,0,2.384L17.339,32.857a1.681,1.681,0,0,1-2.384,0L13.395,31.3a1.689,1.689,0,0,1,.028-2.412L21.9,20.813H1.688A1.683,1.683,0,0,1,0,19.125v-2.25a1.683,1.683,0,0,1,1.688-1.687H21.9L13.423,7.116A1.677,1.677,0,0,1,13.395,4.7Z'%20transform='translate(0%20-2.647)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='31.504'%20height='30.705'%20viewBox='0%200%2031.504%2030.705'%3e%3cpath%20id='Icon_awesome-arrow-right'%20data-name='Icon%20awesome-arrow-right'%20d='M13.395,4.7l1.561-1.561a1.681,1.681,0,0,1,2.384,0L31.008,16.8a1.681,1.681,0,0,1,0,2.384L17.339,32.857a1.681,1.681,0,0,1-2.384,0L13.395,31.3a1.689,1.689,0,0,1,.028-2.412L21.9,20.813H1.688A1.683,1.683,0,0,1,0,19.125v-2.25a1.683,1.683,0,0,1,1.688-1.687H21.9L13.423,7.116A1.677,1.677,0,0,1,13.395,4.7Z'%20transform='translate(0%20-2.647)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></span></a></li></ul></nav></div></div><div class="TwoColumnLayout-Sidebar"><div class="Sidebar" data-module="sidebar"><div class="Sidebar-SidebarItem" data-testid="sidebar-item"><div data-module="content-cards" class="ContentCards ContentCards_sidebar"><div class="ContentCards-CardsWrapper ContentCards-CardsWrapper_default"><div class="ContentCards-Header ContentCards-Header_default" data-testid="content-cards-header"><h3 class="ContentCards-Title" data-testid="contentCardsTitle">Editor's Choice</h3></div><div class="ContentCards-Content ContentCards-Content_default"><div class="ContentCards-ContentPreview ContentCards-ContentPreview_default" data-testid="content-preview-default"><div class="ContentPreview" data-module="content-preview" data-variant="card-horizontal"><div class="HorizontalCard"><div class="HorizontalCard-ImageWrapper"><a href="/it-leadership/why-liberal-arts-grads-could-be-the-best-programmers-of-the-ai-era" data-discover="true"><span class="HorizontalCard-ImageScreenReaderText">A group of smiling college graduates celebrating their graduation.</span><img data-component="image" class="HorizontalCard-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc258f728af43740e/6785580c7d72eed092fba0e6/graduates-Yuri_Arcurs-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc258f728af43740e/6785580c7d72eed092fba0e6/graduates-Yuri_Arcurs-alamy.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></a></div><div class="HorizontalCard-ContentWrapper"><div class="HorizontalCard-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership HorizontalCard-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="HorizontalCard-TitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-default-title" href="/it-leadership/why-liberal-arts-grads-could-be-the-best-programmers-of-the-ai-era" data-discover="true">Why Liberal Arts Grads Could Be the Best Programmers of the AI Era</a></div><div class="HorizontalCard-MobileTitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-mobile-title" href="/it-leadership/why-liberal-arts-grads-could-be-the-best-programmers-of-the-ai-era" data-discover="true">Why Liberal Arts Grads Could Be the Best Programmers of the AI Era</a></div><p class="HorizontalCard-Date" data-testid="horizontalCardDate">Jan 17, 2025</p></div></div></div></div><div class="ContentCards-ContentPreview ContentCards-ContentPreview_default" data-testid="content-preview-default"><div class="ContentPreview" data-module="content-preview" data-variant="card-horizontal"><div class="HorizontalCard"><div class="HorizontalCard-ImageWrapper"><a href="/it-sectors/how-tech-supports-the-emergency-response-to-the-la-county-wildfires" data-discover="true"><span class="HorizontalCard-ImageScreenReaderText">Flame front of the Eaton Fire on the first night during the January 2025 California wildfires in Altadena and Los Angeles</span><img data-component="image" class="HorizontalCard-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt91402b4b8ec0f43e/67894e6f49c1b2a41afd564d/California2025fires_TimothySwope-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt91402b4b8ec0f43e/67894e6f49c1b2a41afd564d/California2025fires_TimothySwope-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></a></div><div class="HorizontalCard-ContentWrapper"><div class="HorizontalCard-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itSectors HorizontalCard-Keyword" href="/it-sectors" data-discover="true">IT Sectors</a></div><div class="HorizontalCard-TitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-default-title" href="/it-sectors/how-tech-supports-the-emergency-response-to-the-la-county-wildfires" data-discover="true">How Tech Supports the Emergency Response to the LA County Wildfires</a></div><div class="HorizontalCard-MobileTitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-mobile-title" href="/it-sectors/how-tech-supports-the-emergency-response-to-the-la-county-wildfires" data-discover="true">How Tech Supports the Emergency Response to the LA County Wildfires</a></div><p class="HorizontalCard-Date" data-testid="horizontalCardDate">Jan 16, 2025</p></div></div></div></div><div class="ContentCards-ContentPreview ContentCards-ContentPreview_default" data-testid="content-preview-default"><div class="ContentPreview" data-module="content-preview" data-variant="card-horizontal"><div class="HorizontalCard"><div class="HorizontalCard-ImageWrapper"><a href="/it-infrastructure/y2k-and-infrastructure-resilience-25-years-later" data-discover="true"><span class="HorizontalCard-ImageScreenReaderText">Graphic Pop Art style Illustration of Keanu Reeves as NEO from the film, The Matrix</span><img data-component="image" class="HorizontalCard-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt96f3b0d329e14d21/677c31f5e4a6e41239148e6b/TheMatrix_Neo-MarkWiener-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt96f3b0d329e14d21/677c31f5e4a6e41239148e6b/TheMatrix_Neo-MarkWiener-AlamyStockPhoto.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></a><a class="HorizontalCard-IconWrapper" title="Link to all podcast" data-testid="content-preview-icon-link" href="/it-infrastructure/y2k-and-infrastructure-resilience-25-years-later" data-discover="true"><span data-component="icon" data-name="Microphone" class="HorizontalCard-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='9.625'%20height='14'%20viewBox='0%200%209.625%2014'%3e%3cpath%20id='Icon_awesome-microphone'%20data-name='Icon%20awesome-microphone'%20d='M4.813,9.625A2.625,2.625,0,0,0,7.438,7V2.625a2.625,2.625,0,0,0-5.25,0V7A2.625,2.625,0,0,0,4.813,9.625ZM9.188,5.25H8.75a.437.437,0,0,0-.437.438V7a3.5,3.5,0,0,1-3.85,3.483,3.606,3.606,0,0,1-3.15-3.639V5.688A.437.437,0,0,0,.875,5.25H.438A.437.437,0,0,0,0,5.688v1.1a4.963,4.963,0,0,0,4.156,4.968v.934H2.625a.437.437,0,0,0-.437.438v.438A.437.437,0,0,0,2.625,14H7a.437.437,0,0,0,.438-.437v-.437A.437.437,0,0,0,7,12.688H5.469v-.923A4.817,4.817,0,0,0,9.625,7V5.688A.437.437,0,0,0,9.188,5.25Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></a></div><div class="HorizontalCard-ContentWrapper"><div class="HorizontalCard-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itInfrastructure HorizontalCard-Keyword" href="/it-infrastructure" data-discover="true">IT Infrastructure</a></div><div class="HorizontalCard-TitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-default-title" href="/it-infrastructure/y2k-and-infrastructure-resilience-25-years-later" data-discover="true">Y2K and Infrastructure Resilience 25 Years Later</a></div><div class="HorizontalCard-MobileTitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-mobile-title" href="/it-infrastructure/y2k-and-infrastructure-resilience-25-years-later" data-discover="true">Y2K and Infrastructure Resilience 25 Years Later</a></div><p class="HorizontalCard-Date" data-testid="horizontalCardDate">Jan 7, 2025</p></div></div></div></div><div class="ContentCards-ContentPreview ContentCards-ContentPreview_default" data-testid="content-preview-default"><div class="ContentPreview" data-module="content-preview" data-variant="card-horizontal"><div class="HorizontalCard"><div class="HorizontalCard-ImageWrapper"><a href="/it-leadership/help-wanted-it-hiring-trends-in-2025" data-discover="true"><span class="HorizontalCard-ImageScreenReaderText">Young businessman working on a virtual screen of the future and sees the inscription: Now hiring </span><img data-component="image" class="HorizontalCard-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc836cd7e008ac6fd/673622c22202400113c00768/2DRD7WH.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc836cd7e008ac6fd/673622c22202400113c00768/2DRD7WH.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></a></div><div class="HorizontalCard-ContentWrapper"><div class="HorizontalCard-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership HorizontalCard-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="HorizontalCard-TitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-default-title" href="/it-leadership/help-wanted-it-hiring-trends-in-2025" data-discover="true">Help Wanted: IT Hiring Trends in 2025</a></div><div class="HorizontalCard-MobileTitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-mobile-title" href="/it-leadership/help-wanted-it-hiring-trends-in-2025" data-discover="true">Help Wanted: IT Hiring Trends in 2025</a></div><p class="HorizontalCard-Date" data-testid="horizontalCardDate">Nov 20, 2024</p></div></div></div></div><div class="ContentCards-ContentPreview ContentCards-ContentPreview_default" data-testid="content-preview-default"><div class="ContentPreview" data-module="content-preview" data-variant="card-horizontal"><div class="HorizontalCard"><div class="HorizontalCard-ImageWrapper"><a href="/it-leadership/untangling-enterprise-reliance-on-legacy-systems" data-discover="true"><span class="HorizontalCard-ImageScreenReaderText">Cobol programming language software development concept on vitual screen.</span><img data-component="image" class="HorizontalCard-Image" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1ef67ab56949f0ca/678fbdec774eda37d131a33c/LEgacy_COBOL-KirillIvanov-Alamy_Stock_Photo.jpg?width=300&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1ef67ab56949f0ca/678fbdec774eda37d131a33c/LEgacy_COBOL-KirillIvanov-Alamy_Stock_Photo.jpg?width=300&auto=webp&quality=80&disable=upscale" loading="lazy" alt="" title=""/></a></div><div class="HorizontalCard-ContentWrapper"><div class="HorizontalCard-KeywordWrapper"><a data-component="keyword" class="Keyword Keyword_variant_alternate Keyword_title_itLeadership HorizontalCard-Keyword" href="/it-leadership" data-discover="true">IT Leadership</a></div><div class="HorizontalCard-TitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-default-title" href="/it-leadership/untangling-enterprise-reliance-on-legacy-systems" data-discover="true">Untangling Enterprise Reliance on Legacy Systems</a></div><div class="HorizontalCard-MobileTitleWrapper"><a class="HorizontalCard-Title" data-testid="preview-mobile-title" href="/it-leadership/untangling-enterprise-reliance-on-legacy-systems" data-discover="true">Untangling Enterprise Reliance on Legacy Systems</a></div><p class="HorizontalCard-Date" data-testid="horizontalCardDate">Jan 21, 2025</p></div></div></div></div></div></div></div></div><div class="Sidebar-SidebarItem" data-testid="sidebar-item"><div data-component="content-list" class="ContentList"><div class="ContentList-Header"><span data-component="icon" data-name="ChalkBoard" class="ContentList-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='17.5'%20height='14'%20viewBox='0%200%2017.5%2014'%3e%3cpath%20id='Icon_awesome-chalkboard-teacher'%20data-name='Icon%20awesome-chalkboard-teacher'%20d='M5.687,9.625a.626.626,0,0,0-.193.03,3.607,3.607,0,0,1-1.119.189,3.61,3.61,0,0,1-1.12-.189.624.624,0,0,0-.193-.03A3.063,3.063,0,0,0,0,12.7,1.309,1.309,0,0,0,1.312,14H7.437A1.309,1.309,0,0,0,8.75,12.7,3.063,3.063,0,0,0,5.687,9.625ZM4.375,8.75A2.625,2.625,0,1,0,1.75,6.125,2.625,2.625,0,0,0,4.375,8.75ZM16.187,0H5.687A1.336,1.336,0,0,0,4.375,1.356V2.625a3.46,3.46,0,0,1,1.75.487V1.75H15.75V9.625H14V7.875H10.5v1.75H8.415A3.485,3.485,0,0,1,9.5,11.375h6.687A1.336,1.336,0,0,0,17.5,10.019V1.356A1.336,1.336,0,0,0,16.187,0Z'%20transform='translate(0)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='17.5'%20height='14'%20viewBox='0%200%2017.5%2014'%3e%3cpath%20id='Icon_awesome-chalkboard-teacher'%20data-name='Icon%20awesome-chalkboard-teacher'%20d='M5.687,9.625a.626.626,0,0,0-.193.03,3.607,3.607,0,0,1-1.119.189,3.61,3.61,0,0,1-1.12-.189.624.624,0,0,0-.193-.03A3.063,3.063,0,0,0,0,12.7,1.309,1.309,0,0,0,1.312,14H7.437A1.309,1.309,0,0,0,8.75,12.7,3.063,3.063,0,0,0,5.687,9.625ZM4.375,8.75A2.625,2.625,0,1,0,1.75,6.125,2.625,2.625,0,0,0,4.375,8.75ZM16.187,0H5.687A1.336,1.336,0,0,0,4.375,1.356V2.625a3.46,3.46,0,0,1,1.75.487V1.75H15.75V9.625H14V7.875H10.5v1.75H8.415A3.485,3.485,0,0,1,9.5,11.375h6.687A1.336,1.336,0,0,0,17.5,10.019V1.356A1.336,1.336,0,0,0,16.187,0Z'%20transform='translate(0)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span><span class="ContentList-Title" data-testid="content-list-title">Webinars</span></div><ul class="ContentList-List"><li class="ContentList-ListItem"><a target="_self" rel="nofollow" data-testid="content-list-item-title" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_defa7762&ch=SBX&cid=_upcoming_webinars_8.500001519&_mc=_upcoming_webinars_8.500001519"><p class="ContentList-ListItemTitle">Unlocking the Power of PostgreSQL for Enterprise: Scalability, Security, and Performance in the Modern Sovereign and Hybrid Data Landscape</p></a><span class="ContentList-ListItemDate ContentList-ListItemDate_webinar" data-testid="content-list-item-date">Feb 26, 2025</span></li><li class="ContentList-ListItem"><a target="_self" rel="nofollow" data-testid="content-list-item-title" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_tean428&ch=SBX&cid=_upcoming_webinars_8.500001528&_mc=_upcoming_webinars_8.500001528"><p class="ContentList-ListItemTitle">Supercharge ITSM: How to Automate & Elevate Your IT Service Desk</p></a><span class="ContentList-ListItemDate ContentList-ListItemDate_webinar" data-testid="content-list-item-date">Mar 13, 2025</span></li></ul><div class="ContentList-CTAButton"><span data-component="button" role="presentation" class="Button Button_size_medium Button_variant_textLink"><span class="Button-ContentWrapper"><a class="ContentList-CTAText" rel="noreferrer" href="/resources?types=Webinar" target="_blank" data-discover="true">More Webinars</a></span><span data-component="icon" data-name="ChevronRight" class="Button-Icon Button-Icon_position_right" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div></div></div><div class="Sidebar-SidebarItem" data-testid="sidebar-item"><div data-component="content-list" class="ContentList"><div class="ContentList-Header"><span data-component="icon" data-name="Document" class="ContentList-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='10.5'%20height='14'%20viewBox='0%200%2010.5%2014'%3e%3cpath%20id='Icon_awesome-file-alt'%20data-name='Icon%20awesome-file-alt'%20d='M6.125,3.719V0H.656A.655.655,0,0,0,0,.656V13.344A.655.655,0,0,0,.656,14H9.844a.655.655,0,0,0,.656-.656V4.375H6.781A.658.658,0,0,1,6.125,3.719Zm1.75,6.453a.329.329,0,0,1-.328.328H2.953a.329.329,0,0,1-.328-.328V9.953a.329.329,0,0,1,.328-.328H7.547a.329.329,0,0,1,.328.328Zm0-1.75a.329.329,0,0,1-.328.328H2.953a.329.329,0,0,1-.328-.328V8.2a.329.329,0,0,1,.328-.328H7.547a.329.329,0,0,1,.328.328Zm0-1.969v.219A.329.329,0,0,1,7.547,7H2.953a.329.329,0,0,1-.328-.328V6.453a.329.329,0,0,1,.328-.328H7.547A.329.329,0,0,1,7.875,6.453ZM10.5,3.333V3.5H7V0h.167a.656.656,0,0,1,.465.191l2.677,2.68A.654.654,0,0,1,10.5,3.333Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='10.5'%20height='14'%20viewBox='0%200%2010.5%2014'%3e%3cpath%20id='Icon_awesome-file-alt'%20data-name='Icon%20awesome-file-alt'%20d='M6.125,3.719V0H.656A.655.655,0,0,0,0,.656V13.344A.655.655,0,0,0,.656,14H9.844a.655.655,0,0,0,.656-.656V4.375H6.781A.658.658,0,0,1,6.125,3.719Zm1.75,6.453a.329.329,0,0,1-.328.328H2.953a.329.329,0,0,1-.328-.328V9.953a.329.329,0,0,1,.328-.328H7.547a.329.329,0,0,1,.328.328Zm0-1.75a.329.329,0,0,1-.328.328H2.953a.329.329,0,0,1-.328-.328V8.2a.329.329,0,0,1,.328-.328H7.547a.329.329,0,0,1,.328.328Zm0-1.969v.219A.329.329,0,0,1,7.547,7H2.953a.329.329,0,0,1-.328-.328V6.453a.329.329,0,0,1,.328-.328H7.547A.329.329,0,0,1,7.875,6.453ZM10.5,3.333V3.5H7V0h.167a.656.656,0,0,1,.465.191l2.677,2.68A.654.654,0,0,1,10.5,3.333Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span><span class="ContentList-Title" data-testid="content-list-title">White Papers</span></div><ul class="ContentList-List"><li class="ContentList-ListItem"><a target="_self" rel="nofollow" data-testid="content-list-item-title" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_brob16&ch=SBX&cid=_whitepaper_14.500005902&_mc=_whitepaper_14.500005902"><p class="ContentList-ListItemTitle">Unleash Secure Enterprise Edge and Cloud Transformation</p></a></li><li class="ContentList-ListItem"><a target="_blank" rel="nofollow" data-testid="content-list-item-title" href="https://nc-resources.networkcomputing.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_forz139&ch=SBX&cid=_whitepaper_14.500005896&_mc=_whitepaper_14.500005896"><p class="ContentList-ListItemTitle">How a Network Digital Twin Delivers $14.2M in Annual Benefits</p></a></li><li class="ContentList-ListItem"><a target="_blank" rel="nofollow" data-testid="content-list-item-title" href="https://nc-resources.networkcomputing.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_forz138&ch=SBX&cid=_whitepaper_14.500005894&_mc=_whitepaper_14.500005894"><p class="ContentList-ListItemTitle">GigaOm Radar for Network Validation</p></a></li><li class="ContentList-ListItem"><a target="_self" rel="nofollow" data-testid="content-list-item-title" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_tean425&ch=SBX&cid=_whitepaper_14.500005872&_mc=_whitepaper_14.500005872"><p class="ContentList-ListItemTitle">Optimizing ITSM for Retail: Challenges & Key Strategies</p></a></li><li class="ContentList-ListItem"><a target="_self" rel="nofollow" data-testid="content-list-item-title" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_tean422&ch=SBX&cid=_whitepaper_14.500005871&_mc=_whitepaper_14.500005871"><p class="ContentList-ListItemTitle">ITSM Vendor Rankings: See How Top Platforms Compare</p></a></li></ul><div class="ContentList-CTAButton"><span data-component="button" role="presentation" class="Button Button_size_medium Button_variant_textLink"><span class="Button-ContentWrapper"><a class="ContentList-CTAText" rel="noreferrer" href="/resources?types=Whitepaper" target="_blank" data-discover="true">More White Papers</a></span><span data-component="icon" data-name="ChevronRight" class="Button-Icon Button-Icon_position_right" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div></div></div><div class="Sidebar-SidebarItem" data-testid="sidebar-item"><div data-component="content-list" class="ContentList"><div class="ContentList-Header"><span data-component="icon" data-name="Document" class="ContentList-Icon" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='10.5'%20height='14'%20viewBox='0%200%2010.5%2014'%3e%3cpath%20id='Icon_awesome-file-alt'%20data-name='Icon%20awesome-file-alt'%20d='M6.125,3.719V0H.656A.655.655,0,0,0,0,.656V13.344A.655.655,0,0,0,.656,14H9.844a.655.655,0,0,0,.656-.656V4.375H6.781A.658.658,0,0,1,6.125,3.719Zm1.75,6.453a.329.329,0,0,1-.328.328H2.953a.329.329,0,0,1-.328-.328V9.953a.329.329,0,0,1,.328-.328H7.547a.329.329,0,0,1,.328.328Zm0-1.75a.329.329,0,0,1-.328.328H2.953a.329.329,0,0,1-.328-.328V8.2a.329.329,0,0,1,.328-.328H7.547a.329.329,0,0,1,.328.328Zm0-1.969v.219A.329.329,0,0,1,7.547,7H2.953a.329.329,0,0,1-.328-.328V6.453a.329.329,0,0,1,.328-.328H7.547A.329.329,0,0,1,7.875,6.453ZM10.5,3.333V3.5H7V0h.167a.656.656,0,0,1,.465.191l2.677,2.68A.654.654,0,0,1,10.5,3.333Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='10.5'%20height='14'%20viewBox='0%200%2010.5%2014'%3e%3cpath%20id='Icon_awesome-file-alt'%20data-name='Icon%20awesome-file-alt'%20d='M6.125,3.719V0H.656A.655.655,0,0,0,0,.656V13.344A.655.655,0,0,0,.656,14H9.844a.655.655,0,0,0,.656-.656V4.375H6.781A.658.658,0,0,1,6.125,3.719Zm1.75,6.453a.329.329,0,0,1-.328.328H2.953a.329.329,0,0,1-.328-.328V9.953a.329.329,0,0,1,.328-.328H7.547a.329.329,0,0,1,.328.328Zm0-1.75a.329.329,0,0,1-.328.328H2.953a.329.329,0,0,1-.328-.328V8.2a.329.329,0,0,1,.328-.328H7.547a.329.329,0,0,1,.328.328Zm0-1.969v.219A.329.329,0,0,1,7.547,7H2.953a.329.329,0,0,1-.328-.328V6.453a.329.329,0,0,1,.328-.328H7.547A.329.329,0,0,1,7.875,6.453ZM10.5,3.333V3.5H7V0h.167a.656.656,0,0,1,.465.191l2.677,2.68A.654.654,0,0,1,10.5,3.333Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span><span class="ContentList-Title" data-testid="content-list-title">Reports</span></div><ul class="ContentList-List"><li class="ContentList-ListItem"><a target="_self" rel="nofollow" data-testid="content-list-item-title" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_ingg40&ch=sbx&cid=_analytics_7.300005937&_mc=_analytics_7.300005937"><p class="ContentList-ListItemTitle">2022 State of ITOps and SecOps</p></a><span class="ContentList-ListItemDate" data-testid="content-list-item-date">Jun 21, 2022</span></li></ul><div class="ContentList-CTAButton"><span data-component="button" role="presentation" class="Button Button_size_medium Button_variant_textLink"><span class="Button-ContentWrapper"><a class="ContentList-CTAText" rel="noreferrer" href="/resources?types=Research+Report" target="_blank" data-discover="true">More Reports</a></span><span data-component="icon" data-name="ChevronRight" class="Button-Icon Button-Icon_position_right" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='13'%20height='21'%20viewBox='0%200%2013%2021'%3e%3cpath%20id='Icon_awesome-chevron-right'%20data-name='Icon%20awesome-chevron-right'%20d='M12.655,11.316,3.122,20.662a1.194,1.194,0,0,1-1.665,0L.345,19.572a1.138,1.138,0,0,1,0-1.63L7.9,10.5.343,3.058a1.138,1.138,0,0,1,0-1.63L1.457.338a1.194,1.194,0,0,1,1.665,0l9.533,9.346A1.138,1.138,0,0,1,12.655,11.316Z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></div></div></div></div></div></div></div><div class="ListContent-NewsletterSignupPromo"><div data-module="newsletter-signup-promo"><div class="SubscribeBanner SubscribeBanner_mode_light SubscribeBanner_variant_vertical TopicList-NewsletterContent"><div class="SubscribeBanner-Wrapper"><div class="SubscribeBanner-Title" data-testid="subscribeBanner_title">Never Miss a Beat: Get a snapshot of the issues affecting the IT industry straight to your inbox.</div><div class="SubscribeBanner-Message" data-testid="subscribeBanner_message"></div><div class="SubscribeBanner-Button"><a data-component="button" data-testid="bannerNewsletterbutton" class="Button Button_size_medium Button_variant_primaryFilled" rel="nofollow" data-action-type="sign-up" data-name="subscribe-banner" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_ingg126&ch=iwsite" target="_blank"><span class="Button-ContentWrapper">SIGN-UP</span></a></div></div></div></div></div></div></div></section><footer data-module="footer" class="Footer"><div class="Footer-Background"></div><div data-testid="logo" class="Footer-LogoContainer Footer-LogoContainer_length_2"><a href="/" data-discover="true"><img title="Information Week Logo" data-component="image" class="Footer-LogoImage Footer-LogoImage_length_2" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt21f51d54211bf75c/64a6840a5fa986eba383cc27/178206_IWK22_Logo_RGB_(2).svg?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt21f51d54211bf75c/64a6840a5fa986eba383cc27/178206_IWK22_Logo_RGB_(2).svg?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Information Week Logo"/></a></div><div data-testid="LinkSection" class="LinkSection LinkSection_length_2"><h5 class="LinkSection-Title" data-testid="link-section-title">Discover More</h5><div class="LinkSection-LinksWrapper"><a class="LinkSection-Link" target="_blank" rel="noreferrer" href="https://omdia.tech.informa.com/">Omdia</a><a class="LinkSection-Link" target="_blank" rel="noreferrer" href="https://www.networkcomputing.com/">Network Computing</a><a class="LinkSection-Link" target="_blank" rel="noreferrer" href="https://www.itprotoday.com/">ITPro Today</a><a class="LinkSection-Link" target="_blank" rel="noreferrer" href="https://www.datacenterknowledge.com/">Data Center Knowledge</a><a class="LinkSection-Link" target="_blank" rel="noreferrer" href="https://datacenterworld.com/">Data Center World </a></div></div><div data-testid="LinkSection" class="LinkSection LinkSection_length_2"><h5 class="LinkSection-Title" data-testid="link-section-title">Working With Us</h5><div class="LinkSection-LinksWrapper"><a class="LinkSection-Link" rel="noreferrer" href="/about-us" target="_blank" data-discover="true">About Us</a><a class="LinkSection-Link" target="_blank" rel="noreferrer" href="https://info.wrightsmedia.com/informa-licensing-reprints-request">Reprints</a><a class="LinkSection-Link" rel="noreferrer" href="/advertise" target="_blank" data-discover="true">Advertise</a><a class="LinkSection-Link" rel="noreferrer" href="/contact-us" target="_blank" data-discover="true">Contact Us</a></div></div><div data-testid="registration" class="Footer-RegistrationWrapper"><div class="RegistrationSection RegistrationSection_linkSectionLength_2"><h5 class="RegistrationSection-Title">Join Us</h5><div class="Layout-Register Layout-Register_variant_footer"></div><div class="Layout-NewsLetter Layout-NewsLetter_variant_footer"><div data-module="newsletter-signup-promo"><a data-component="button" data-testid="footerNewsletterButton" class="Button Button_size_medium Button_variant_primaryFilled" rel="nofollow" data-action-type="sign-up" data-name="subscribe-footer" href="https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1&sr=pp&_t=pp:&qf=w_ingg126&ch=iwsite" target="_blank"><span class="Button-ContentWrapper">Newsletter Sign-Up</span></a></div></div></div></div><div data-testid="social" class="SocialSection SocialSection_linkSectionLength_2"><h5 class="SocialSection-Title">Follow Us</h5><div data-component="social-share" class="SocialShare SocialShare_variant_layout"><a target="_blank" rel="noreferrer" aria-label="Linkedin" href="https://www.linkedin.com/company/informationweek/"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="Linkedin" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_linkedin" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20viewBox='0%200%20448%20512'%3e%3cpath%20d='M100.28%20448H7.4V148.9h92.88zM53.79%20108.1C24.09%20108.1%200%2083.5%200%2053.8a53.79%2053.79%200%200%201%20107.58%200c0%2029.7-24.1%2054.3-53.79%2054.3zM447.9%20448h-92.68V302.4c0-34.7-.7-79.2-48.29-79.2-48.29%200-55.69%2037.7-55.69%2076.7V448h-92.78V148.9h89.08v40.8h1.3c12.4-23.5%2042.69-48.3%2087.88-48.3%2094%200%20111.28%2061.9%20111.28%20142.3V448z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20viewBox='0%200%20448%20512'%3e%3cpath%20d='M100.28%20448H7.4V148.9h92.88zM53.79%20108.1C24.09%20108.1%200%2083.5%200%2053.8a53.79%2053.79%200%200%201%20107.58%200c0%2029.7-24.1%2054.3-53.79%2054.3zM447.9%20448h-92.68V302.4c0-34.7-.7-79.2-48.29-79.2-48.29%200-55.69%2037.7-55.69%2076.7V448h-92.78V148.9h89.08v40.8h1.3c12.4-23.5%2042.69-48.3%2087.88-48.3%2094%200%20111.28%2061.9%20111.28%20142.3V448z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a><a target="_blank" rel="noreferrer" aria-label="Twitter" href="https://twitter.com/InformationWeek"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="Twitter" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_twitter" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20512%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.4.2%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20(Commercial%20License)%20Copyright%202023%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M389.2%2048h70.6L305.6%20224.2%20487%20464H345L233.7%20318.6%20106.5%20464H35.8L200.7%20275.5%2026.8%2048H172.4L272.9%20180.9%20389.2%2048zM364.4%20421.8h39.1L151.1%2088h-42L364.4%20421.8z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20512%20512'%3e%3c!--!%20Font%20Awesome%20Pro%206.4.2%20by%20@fontawesome%20-%20https://fontawesome.com%20License%20-%20https://fontawesome.com/license%20(Commercial%20License)%20Copyright%202023%20Fonticons,%20Inc.%20--%3e%3cpath%20d='M389.2%2048h70.6L305.6%20224.2%20487%20464H345L233.7%20318.6%20106.5%20464H35.8L200.7%20275.5%2026.8%2048H172.4L272.9%20180.9%20389.2%2048zM364.4%20421.8h39.1L151.1%2088h-42L364.4%20421.8z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a><a target="_blank" rel="noreferrer" aria-label="Facebook" href="https://www.facebook.com/informationweek"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="Facebook" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_facebook" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20viewBox='0%200%20320%20512'%3e%3cpath%20d='M279.14%20288l14.22-92.66h-88.91v-60.13c0-25.35%2012.42-50.06%2052.24-50.06h40.42V6.26S260.43%200%20225.36%200c-73.22%200-121.08%2044.38-121.08%20124.72v70.62H22.89V288h81.39v224h100.17V288z'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20viewBox='0%200%20320%20512'%3e%3cpath%20d='M279.14%20288l14.22-92.66h-88.91v-60.13c0-25.35%2012.42-50.06%2052.24-50.06h40.42V6.26S260.43%200%20225.36%200c-73.22%200-121.08%2044.38-121.08%20124.72v70.62H22.89V288h81.39v224h100.17V288z'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a><a target="_blank" rel="noreferrer" aria-label="GoogleNews" href="https://news.google.com/publications/CAAqBwgKMOfGrQsw9NHFAw"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="GoogleNews" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_googleNews" style="mask-image:url("data:image/svg+xml,%3csvg%20id='Capa_1'%20enable-background='new%200%200%20512.288%20512.288'%20height='512'%20viewBox='0%200%20512.288%20512.288'%20width='512'%20xmlns='http://www.w3.org/2000/svg'%3e%3cg%3e%3cpath%20d='m91.734%20118.863%2012.516-62.917%20151.894%2030.213%20151.895-30.213%2012.515%2062.917%2024.09%204.791v-107.991h-377v107.991z'/%3e%3cpath%20d='m512.288%20167.697-85.399-16.987%2010.127%2050.915h37.628v155.322z'/%3e%3cpath%20d='m179.256%20101.453-51.436-10.231-4.238%2021.306z'/%3e%3cpath%20d='m406.429%20201.625-21.961-110.403-384.468%2076.475%2037.644%20189.25v-155.322z'/%3e%3cpath%20d='m444.644%20231.625h-377v265h377zm-127%20117.5h82v30h-82zm82-60v30h-82v-30zm-199.5%20162.5c-48.248%200-87.5-39.252-87.5-87.5s39.252-87.5%2087.5-87.5c22.574%200%2044.005%208.572%2060.345%2024.138l-20.692%2021.722c-10.736-10.228-24.818-15.86-39.653-15.86-31.706%200-57.5%2025.794-57.5%2057.5s25.794%2057.5%2057.5%2057.5c26.518%200%2048.901-18.046%2055.516-42.5h-55.516v-30h87.5v15c0%2048.248-39.252%2087.5-87.5%2087.5zm117.5-42.5h82v30h-82z'/%3e%3c/g%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20id='Capa_1'%20enable-background='new%200%200%20512.288%20512.288'%20height='512'%20viewBox='0%200%20512.288%20512.288'%20width='512'%20xmlns='http://www.w3.org/2000/svg'%3e%3cg%3e%3cpath%20d='m91.734%20118.863%2012.516-62.917%20151.894%2030.213%20151.895-30.213%2012.515%2062.917%2024.09%204.791v-107.991h-377v107.991z'/%3e%3cpath%20d='m512.288%20167.697-85.399-16.987%2010.127%2050.915h37.628v155.322z'/%3e%3cpath%20d='m179.256%20101.453-51.436-10.231-4.238%2021.306z'/%3e%3cpath%20d='m406.429%20201.625-21.961-110.403-384.468%2076.475%2037.644%20189.25v-155.322z'/%3e%3cpath%20d='m444.644%20231.625h-377v265h377zm-127%20117.5h82v30h-82zm82-60v30h-82v-30zm-199.5%20162.5c-48.248%200-87.5-39.252-87.5-87.5s39.252-87.5%2087.5-87.5c22.574%200%2044.005%208.572%2060.345%2024.138l-20.692%2021.722c-10.736-10.228-24.818-15.86-39.653-15.86-31.706%200-57.5%2025.794-57.5%2057.5s25.794%2057.5%2057.5%2057.5c26.518%200%2048.901-18.046%2055.516-42.5h-55.516v-30h87.5v15c0%2048.248-39.252%2087.5-87.5%2087.5zm117.5-42.5h82v30h-82z'/%3e%3c/g%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a><a target="_self" rel="noreferrer" aria-label="RSS" href="https://informationweek.com/rss.xml"><span class="SocialShare-IconWrapper SocialShare-IconWrapper_variant_layout"><span data-component="icon" data-name="RSS" class="SocialShare-Icon SocialShare-Icon_variant_layout SocialShare-Icon_type_rss" style="mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='25'%20height='25'%20viewBox='0%200%2025%2025'%3e%3cpath%20id='Icon_awesome-rss'%20data-name='Icon%20awesome-rss'%20d='M7.147,23.676A3.574,3.574,0,1,1,3.574,20.1,3.574,3.574,0,0,1,7.147,23.676Zm9.8,2.637A16.968,16.968,0,0,0,.937,10.3.892.892,0,0,0,0,11.193v2.682a.893.893,0,0,0,.831.894,12.5,12.5,0,0,1,11.65,11.65.893.893,0,0,0,.894.831h2.682a.892.892,0,0,0,.893-.937Zm8.05.016A25.017,25.017,0,0,0,.921,2.251.892.892,0,0,0,0,3.144V5.826a.9.9,0,0,0,.862.893A20.539,20.539,0,0,1,20.531,26.388a.9.9,0,0,0,.893.862h2.682A.892.892,0,0,0,25,26.329Z'%20transform='translate(0%20-2.25)'/%3e%3c/svg%3e");-webkit-mask-image:url("data:image/svg+xml,%3csvg%20xmlns='http://www.w3.org/2000/svg'%20fill='currentColor'%20width='25'%20height='25'%20viewBox='0%200%2025%2025'%3e%3cpath%20id='Icon_awesome-rss'%20data-name='Icon%20awesome-rss'%20d='M7.147,23.676A3.574,3.574,0,1,1,3.574,20.1,3.574,3.574,0,0,1,7.147,23.676Zm9.8,2.637A16.968,16.968,0,0,0,.937,10.3.892.892,0,0,0,0,11.193v2.682a.893.893,0,0,0,.831.894,12.5,12.5,0,0,1,11.65,11.65.893.893,0,0,0,.894.831h2.682a.892.892,0,0,0,.893-.937Zm8.05.016A25.017,25.017,0,0,0,.921,2.251.892.892,0,0,0,0,3.144V5.826a.9.9,0,0,0,.862.893A20.539,20.539,0,0,1,20.531,26.388a.9.9,0,0,0,.893.862h2.682A.892.892,0,0,0,25,26.329Z'%20transform='translate(0%20-2.25)'/%3e%3c/svg%3e");mask-repeat:no-repeat;-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;-webkit-mask-size:contain"></span></span></a></div></div><div class="CopyrightsSection"><div class="CopyrightsSection-Background"></div><div data-testid="copyrights" class="CopyrightsSection-Wrapper"><a data-testid="businessUnit" class="CopyrightsSection-BusinessLink" target="_blank" href="https://www.informa.com"><img title="Informa" data-component="image" class="CopyrightsSection-BusinessImage" data-src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9b0ecaf097c582c9/674ee32fa20384199d9da93d/Informa_Logo_OneLine_Graduated_White_RGB.png?width=700&auto=webp&quality=80&disable=upscale" src="https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9b0ecaf097c582c9/674ee32fa20384199d9da93d/Informa_Logo_OneLine_Graduated_White_RGB.png?width=700&auto=webp&quality=80&disable=upscale" loading="lazy" alt="Informa"/></a><div class="CopyrightsSection-TextWrapper"><p data-testid="copyrightText" class="CopyrightsSection-Text"><span class="CopyrightsSection-TextBlock"></span>Copyright © 2025. This website is owned and operated by Informa TechTarget, part of a global network that informs, influences and connects the world’s technology buyers and sellers. All copyright resides with them. Informa PLC’s registered office is 5 Howick Place, London SW1P 1WG. Registered in England and Wales. TechTarget, Inc.’s registered office is 275 Grove St. Newton, MA 02466.</p><div data-testid="copyrightLinks" class="CopyrightsSection-LinksWrapper CopyrightsSection-LinksWrapper_hasLinks"><a class="CopyrightsSection-Link" target="_blank" href="https://www.informatech.com/">Home<span class="CopyrightsSection-LinkSeparator">|</span></a><a class="CopyrightsSection-Link" rel="noreferrer" target="_self" href="https://www.informationweek.com/cookie-policy">Cookie Policy<span class="CopyrightsSection-LinkSeparator">|</span></a><a class="CopyrightsSection-Link" rel="noreferrer" target="_blank" href="https://www.techtarget.com/privacy-policy/">Privacy<span class="CopyrightsSection-LinkSeparator">|</span></a><a class="CopyrightsSection-Link" rel="noreferrer" target="_blank" href="https://www.informatech.com/terms-and-conditions/">Terms of Use</a></div></div></div></div></footer></div></div></main><script>((storageKey2, restoreKey) => { if (!window.history.state || !window.history.state.key) { let key = Math.random().toString(32).slice(2); window.history.replaceState({ key }, ""); } try { let positions = JSON.parse(sessionStorage.getItem(storageKey2) || "{}"); let storedY = positions[restoreKey || window.history.state.key]; if (typeof storedY === "number") { window.scrollTo(0, storedY); } } catch (error) { console.error(error); sessionStorage.removeItem(storageKey2); } })("react-router-scroll-positions", null)</script><script>window.__reactRouterContext = {"basename":"/","future":{"unstable_optimizeDeps":false},"isSpaMode":false};window.__reactRouterContext.stream = new ReadableStream({start(controller){window.__reactRouterContext.streamController = controller;}}).pipeThrough(new TextEncoderStream());</script><script type="module" async="">; import * as route0 from "/assets/root-BIuf-57F.js"; import * as route1 from "/assets/_topic._slug._index-NLhdOpms.js"; window.__reactRouterManifest = { "entry": { "module": "/assets/entry.client-fWB18xdV.js", "imports": [ "/assets/chunk-K6AXKMTT-D00r_oVc.js", "/assets/index-BlRIwUgC.js" ], "css": [] }, "routes": { "root": { "id": "root", "path": "", "hasAction": false, "hasLoader": true, "hasClientAction": false, "hasClientLoader": false, "hasErrorBoundary": true, "module": "/assets/root-BIuf-57F.js", "imports": [ "/assets/chunk-K6AXKMTT-D00r_oVc.js", "/assets/index-BlRIwUgC.js", "/assets/with-props-C4rFUyxV.js", "/assets/gtm-DGm0KW_T.js", "/assets/contentPreview-raReixWB.js", "/assets/_-BJdr63HM.js", "/assets/useArticleProps-B5v1naMg.js", "/assets/provider-vRHVWpv0.js", "/assets/newsletterSignupPromo-C5ZmaayE.js", "/assets/socialShare-BbqkDzDu.js", "/assets/link-C1MkzDH5.js", "/assets/button-DlgCHeeG.js", "/assets/util-BlbSWXsE.js", "/assets/searchBar-CEbzLjII.js", "/assets/useSearchBar-B0qpfoK9.js", "/assets/navigation-BPrJWSO7.js", "/assets/redirection-DiAII56c.js", "/assets/meta-DL0KpjEK.js", "/assets/form-5uUV5058.js" ], "css": [] }, "routes/$topic.$slug._index": { "id": "routes/$topic.$slug._index", "parentId": "root", "path": ":topic/:slug", "index": true, "hasAction": false, "hasLoader": true, "hasClientAction": false, "hasClientLoader": false, "hasErrorBoundary": true, "module": "/assets/_topic._slug._index-NLhdOpms.js", "imports": [ "/assets/with-props-C4rFUyxV.js", "/assets/chunk-K6AXKMTT-D00r_oVc.js", "/assets/_-BJdr63HM.js", "/assets/gtm-DGm0KW_T.js", "/assets/contentPreview-raReixWB.js", "/assets/sidebar-C38SyLXI.js", "/assets/useArticleProps-B5v1naMg.js", "/assets/articleMultiSection-B_lQ5uys.js", "/assets/contentDomain.generated-DIEwSG95.js", "/assets/provider-vRHVWpv0.js", "/assets/button-DlgCHeeG.js", "/assets/topicList-DLI_z99T.js", "/assets/gridLayout-wIbp2Hs_.js", "/assets/featureImageHeader-B2n6UlsK.js", "/assets/link-C1MkzDH5.js", "/assets/useWeatherWidget-CqdUxz0N.js", "/assets/string-BS_NwYxO.js", "/assets/meta-DL0KpjEK.js", "/assets/weatherWidget-BYzhjHC9.js", "/assets/changeLocationBar-BNl0rC1C.js", "/assets/form-5uUV5058.js", "/assets/contentCards-aFwo1o7S.js", "/assets/videoPlaylist-BaLxtSEs.js", "/assets/toNumber-DCajaT_r.js", "/assets/newsletterSignupPromo-C5ZmaayE.js", "/assets/index-BlRIwUgC.js", "/assets/socialShare-BbqkDzDu.js", "/assets/contributorSummary-CYbbZoZR.js", "/assets/programHeader-UEd8-rbR.js", "/assets/categoryHeader-BNorRpUl.js", "/assets/redirection-DiAII56c.js", "/assets/resources-DIZqnfs4.js", "/assets/index-BObwWQ7a.js", "/assets/breadcrumb-D99WjBeI.js", "/assets/listContent-DPrFxO8G.js", "/assets/utils-Bn24zYNJ.js", "/assets/pagination-CotFOi0g.js", "/assets/commodityPrices-CuYN6Jxx.js", "/assets/_getPrototype-3cCw-LUg.js", "/assets/useStorage-gorQNo4e.js" ], "css": [] }, "routes/_index": { "id": "routes/_index", "parentId": "root", "index": true, "hasAction": false, "hasLoader": true, "hasClientAction": false, "hasClientLoader": false, "hasErrorBoundary": true, "module": "/assets/_index-fCp8yBJU.js", "imports": [ "/assets/with-props-C4rFUyxV.js", "/assets/chunk-K6AXKMTT-D00r_oVc.js", "/assets/_-BJdr63HM.js", "/assets/gtm-DGm0KW_T.js", "/assets/useArticleProps-B5v1naMg.js", "/assets/moduleSection-BD4rkMdo.js", "/assets/contentDomain.generated-DIEwSG95.js", "/assets/useStorage-gorQNo4e.js", "/assets/meta-DL0KpjEK.js", "/assets/link-C1MkzDH5.js", "/assets/contentCards-aFwo1o7S.js", "/assets/contentPreview-raReixWB.js", "/assets/weatherHomepage-CnI474xN.js", "/assets/button-DlgCHeeG.js", "/assets/socialShare-BbqkDzDu.js", "/assets/index-BObwWQ7a.js", "/assets/weatherWidget-BYzhjHC9.js", "/assets/changeLocationBar-BNl0rC1C.js", "/assets/form-5uUV5058.js", "/assets/commodityPrices-CuYN6Jxx.js", "/assets/videoPlaylist-BaLxtSEs.js", "/assets/toNumber-DCajaT_r.js", "/assets/newsletterSignupPromo-C5ZmaayE.js", "/assets/resources-DIZqnfs4.js" ], "css": [] }, "routes/$topic._index": { "id": "routes/$topic._index", "parentId": "root", "path": ":topic", "index": true, "hasAction": false, "hasLoader": true, "hasClientAction": false, "hasClientLoader": false, "hasErrorBoundary": true, "module": "/assets/_topic._index-DgKjDyGQ.js", "imports": [ "/assets/with-props-C4rFUyxV.js", "/assets/chunk-K6AXKMTT-D00r_oVc.js", "/assets/_-BJdr63HM.js", "/assets/gtm-DGm0KW_T.js", "/assets/useArticleProps-B5v1naMg.js", "/assets/breadcrumb-D99WjBeI.js", "/assets/categoryHeader-BNorRpUl.js", "/assets/listContent-DPrFxO8G.js", "/assets/searchBar-CEbzLjII.js", "/assets/useSearchBar-B0qpfoK9.js", "/assets/newsletterSignupPromo-C5ZmaayE.js", "/assets/contentPreview-raReixWB.js", "/assets/utils-Bn24zYNJ.js", "/assets/pagination-CotFOi0g.js", "/assets/button-DlgCHeeG.js", "/assets/filterSection-B0_8V9sY.js", "/assets/topicList-DLI_z99T.js", "/assets/gridLayout-wIbp2Hs_.js", "/assets/featureImageHeader-B2n6UlsK.js", "/assets/moduleSection-BD4rkMdo.js", "/assets/articleMultiSection-B_lQ5uys.js", "/assets/provider-vRHVWpv0.js", "/assets/string-BS_NwYxO.js", "/assets/meta-DL0KpjEK.js", "/assets/useWeatherWidget-CqdUxz0N.js", "/assets/link-C1MkzDH5.js", "/assets/commodityPrices-CuYN6Jxx.js", "/assets/sidebar-C38SyLXI.js", "/assets/weatherWidget-BYzhjHC9.js", "/assets/changeLocationBar-BNl0rC1C.js", "/assets/form-5uUV5058.js", "/assets/contentCards-aFwo1o7S.js", "/assets/videoPlaylist-BaLxtSEs.js", "/assets/contentDomain.generated-DIEwSG95.js", "/assets/toNumber-DCajaT_r.js", "/assets/index-BlRIwUgC.js", "/assets/_getPrototype-3cCw-LUg.js", "/assets/util-BlbSWXsE.js", "/assets/input-zB_nkUn5.js", "/assets/_baseForOwn-ClWWO-WO.js", "/assets/index-BObwWQ7a.js", "/assets/socialShare-BbqkDzDu.js", "/assets/weatherHomepage-CnI474xN.js", "/assets/resources-DIZqnfs4.js", "/assets/contributorSummary-CYbbZoZR.js", "/assets/programHeader-UEd8-rbR.js", "/assets/redirection-DiAII56c.js", "/assets/useStorage-gorQNo4e.js" ], "css": [] } }, "url": "/assets/manifest-c120b55d.js", "version": "c120b55d" }; window.__reactRouterRouteModules = {"root":route0,"routes/$topic.$slug._index":route1}; import("/assets/entry.client-fWB18xdV.js");</script><template id="B:0"></template><div hidden id="S:0"><script>window.__reactRouterContext.streamController.enqueue("[{\"_1\":2,\"_1552\":-5,\"_1553\":-5},\"loaderData\",{\"_3\":4,\"_779\":780},\"root\",{\"_5\":6,\"_7\":8,\"_9\":10,\"_11\":12,\"_13\":14,\"_15\":16,\"_27\":28,\"_33\":34,\"_37\":24,\"_38\":39,\"_42\":-7,\"_43\":44,\"_49\":-7,\"_50\":51,\"_62\":63,\"_64\":65,\"_83\":84,\"_661\":662,\"_663\":-7,\"_664\":665,\"_678\":679,\"_700\":701},\"href\",\"http://www.informationweek.com/it-leadership/digital-transformation\",\"brand\",\"informationweek\",\"domainUrl\",\"https://www.informationweek.com\",\"authenticationStatus\",\"anonymous\",\"siteName\",\"InformationWeek\",\"ads\",{\"_17\":18,\"_19\":20,\"_21\":22,\"_23\":24,\"_25\":26},\"networkId\",3834,\"parentAdUnit\",\"informationweek.home\",\"enabledAds\",\"all\",\"checkClientIP\",false,\"disableSponsorBar\",true,\"authConfig\",{\"_29\":24,\"_30\":-7,\"_31\":-7,\"_32\":24},\"enabled\",\"authenticationConfigId\",\"standaloneRegistrationPage\",\"disableCaptcha\",\"vwo\",{\"_29\":26,\"_35\":36},\"accountId\",\"775579\",\"isDctsTurnOn\",\"oneTrust\",{\"_40\":41},\"siteId\",\"db797727-a266-409f-983d-f30f1926b3fb\",\"cookieBanner\",\"gtmIds\",{\"_45\":46,\"_47\":48},\"primary\",\"GTM-5523ZCM\",\"secondary\",\"GTM-MTN2X7K\",\"pageContent\",\"ui\",{\"_7\":8,\"_52\":53,\"_54\":55},\"theme\",\"theme1\",\"font\",{\"_45\":56,\"_47\":61},{\"_57\":58,\"_59\":60},\"name\",\"Montserrat\",\"url\",\"https://fonts.googleapis.com/css2?family=Montserrat:ital,wght@0,400;0,500;0,600;0,700;1,400;1,500;1,600;1,700\u0026display=swap\",{\"_57\":58,\"_59\":60},\"environment\",\"prod\",\"featureToggles\",{\"_66\":24,\"_67\":24,\"_68\":26,\"_69\":24,\"_70\":26,\"_71\":24,\"_72\":24,\"_73\":26,\"_74\":26,\"_75\":24,\"_76\":77,\"_78\":24,\"_79\":24,\"_80\":26,\"_81\":26,\"_82\":26},\"elnNewsletter\",\"elnWithoutNewsletter\",\"iirisAuthentication\",\"subBrand\",\"useSettingsRedirectAPIVersion1\",\"gatingEnabled\",\"iirisRecommendationDisabled\",\"iasPetEnabled\",\"bridgedMediaEnabled\",\"ecommerceEnabled\",\"iirisRecommendationVer\",\"version4\",\"weather3MonthForecastEnabled\",\"legacyHomepage\",\"oneTrustEnabled\",\"transcendEnabled\",\"useTechInformaBar\",\"layout\",{\"_85\":86,\"_103\":104,\"_127\":128,\"_469\":470,\"_568\":569,\"_574\":575,\"_659\":26,\"_660\":24},\"socialLinks\",[87,91,94,97,100],{\"_88\":89,\"_59\":90},\"type\",\"Linkedin\",\"https://www.linkedin.com/company/informationweek/\",{\"_88\":92,\"_59\":93},\"Twitter\",\"https://twitter.com/InformationWeek\",{\"_88\":95,\"_59\":96},\"Facebook\",\"https://www.facebook.com/informationweek\",{\"_88\":98,\"_59\":99},\"GoogleNews\",\"https://news.google.com/publications/CAAqBwgKMOfGrQsw9NHFAw\",{\"_88\":101,\"_59\":102},\"RSS\",\"https://informationweek.com/rss.xml\",\"informaBar\",{\"_29\":26,\"_105\":106,\"_124\":125},\"leftSection\",{\"_107\":108,\"_109\":110},\"description\",\"Together, we power an unparalleled network of 220+ online properties covering 10,000+ granular topics, serving an audience of 50+ million professionals with original, objective content from trusted sources. We help you gain critical insights and make more informed decisions across your business priorities.\",\"subMenu\",[111,115,118,121],{\"_112\":113,\"_59\":114},\"title\",\"Informa PLC\",\"https://www.informa.com/\",{\"_112\":116,\"_59\":117},\"ABOUT US\",\"https://www.informa.com/about-us/\",{\"_112\":119,\"_59\":120},\"INVESTOR RELATIONS\",\"https://www.informa.com/investors/\",{\"_112\":122,\"_59\":123},\"TALENT\",\"https://www.informa.com/talent/\",\"rightSection\",{\"_107\":126},\"This site is operated by a business or businesses owned by Informa PLC and all copyright resides with them. Informa PLC's registered office is 5 Howick Place, London SW1P 1WG. Registered in England and Wales. Number 8860726.\",\"nav\",{\"_129\":130,\"_460\":461},\"mainMenuItems\",[131,207,252,274,313,348,376,407],{\"_112\":132,\"_59\":133,\"_134\":135,\"_136\":133,\"_137\":26,\"_109\":138,\"_151\":152},\"Leadership\",\"/it-leadership\",\"seeAllLink\",\"See All Leadership\",\"seeAllLinkUrl\",\"hasSubMenu\",[139,142,145,148],{\"_112\":140,\"_59\":141},\"Digital Transformation\",\"/it-leadership/digital-transformation\",{\"_112\":143,\"_59\":144},\"IT Staffing \u0026 Careers\",\"/it-leadership/it-staffing-careers\",{\"_112\":146,\"_59\":147},\"IT Management\",\"/it-leadership/it-management\",{\"_112\":149,\"_59\":150},\"IT Strategy\",\"/it-leadership/it-strategy\",\"recentContents\",[153,193],{\"_154\":155,\"_160\":161,\"_162\":161,\"_163\":164,\"_165\":166,\"_167\":168,\"_169\":170,\"_171\":172,\"_173\":174,\"_175\":176,\"_177\":178,\"_179\":180,\"_187\":188,\"_189\":190,\"_191\":192},\"thumbnail\",{\"_156\":157,\"_158\":159},\"src\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt270065227626ea23/67ae56a20785fca3d55dc7f8/futuristictool_TithiLuadthong-AlamyStockPhoto.jpg\",\"alt\",\"A woman uses futuristic tool to connect to her body, digital art style, illustration painting.\",\"articleName\",\"The Cost of AI: How Can We Adopt and Deliver AI Efficiently?\",\"mobileHeadline\",\"articleSummary\",\"What mindset do enterprises need to adopt in order to make AI happen without breaking the bank and see tangible results?\",\"articleUrl\",\"/machine-learning-ai/the-cost-of-ai-how-can-we-adopt-and-deliver-ai-efficiently-\",\"listPageUrl\",\"/podcasts\",\"date\",\"Feb 18, 2025\",\"webinarStartTime\",\"\",\"categoryName\",\"Machine Learning \u0026 AI\",\"categoryUrl\",\"/machine-learning-ai\",\"contentType\",\"Podcast\",\"contributors\",[181],{\"_57\":182,\"_183\":184,\"_185\":186},\"Joao-Pierre S. Ruth\",\"link\",\"/author/joao-pierre-s-ruth\",\"avatar\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7f004b6f174043df/67460618a8aa13b634af5c6c/Headshot2024-edited.jpg\",\"timeRead\",0,\"variant\",\"card-vertical\",\"layoutVariant\",\"vertical\",{\"_154\":194,\"_160\":197,\"_162\":197,\"_163\":198,\"_165\":199,\"_167\":172,\"_169\":170,\"_171\":172,\"_173\":174,\"_175\":176,\"_177\":200,\"_179\":201,\"_187\":206,\"_189\":190,\"_191\":192},{\"_156\":195,\"_158\":196},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4f9508ad6734b7b/67aa58260353bd7404fa59b8/star_in_sky-Tithi_Luadthong_alamy.jpg\",\"two people walking on floating mountain and looking at a little star in the beautiful sky\",\"Key Ways to Measure AI Project ROI\",\"Will your new AI project meet its planned goal? The only way to know for sure is by making accurate measurements. \",\"/machine-learning-ai/key-ways-to-measure-ai-project-roi\",\"Article\",[202],{\"_57\":203,\"_183\":204,\"_185\":205},\"John Edwards\",\"/author/john-edwards\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte185e89eb327a1c3/64bbfbd29a2908fafb14d71d/John-Edwards-125x125.jpg\",7,{\"_112\":208,\"_59\":209,\"_134\":210,\"_136\":209,\"_137\":26,\"_109\":211,\"_151\":221},\"Resilience\",\"/cyber-resilience\",\"See All Resilience\",[212,215,218],{\"_112\":213,\"_59\":214},\"Cybersecurity\",\"/cyber-resilience/cybersecurity\",{\"_112\":216,\"_59\":217},\"Risk Management\",\"/cyber-resilience/risk-management\",{\"_112\":219,\"_59\":220},\"Incident Response\",\"/cyber-resilience/incident-response\",[222,238],{\"_154\":223,\"_160\":226,\"_162\":226,\"_163\":227,\"_165\":228,\"_167\":172,\"_169\":229,\"_171\":172,\"_173\":230,\"_175\":231,\"_177\":200,\"_179\":232,\"_187\":237,\"_189\":190,\"_191\":192},{\"_156\":224,\"_158\":225},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4885fe0cf9d4404a/67ae386311e76a1e535a6272/2GN9PN8.jpg\",\"In this photo illustration a Solarwinds logo seen displayed on a smartphone.\",\"SolarWinds CEO on $4.4B Acquisition, Calming Uncertainty, and Securing the Future\",\"The company’s plan to go private worries some cybersecurity experts, who say the move may lead to less transparency. Not so, says SolarWinds CEO Sudhakar Ramakrishna.\",\"/software-services/solarwinds-ceo-on-4-4b-acquisition-calming-uncertainty-and-securing-the-future\",\"Feb 13, 2025\",\"Software \u0026 Services\",\"/software-services\",[233],{\"_57\":234,\"_183\":235,\"_185\":236},\"Shane Snider\",\"/author/shane-snider\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf4de7e5784b276a0/650d8d5ffac8e1d4a1f21f76/Shane_Snider_Profile.jpg\",3,{\"_154\":239,\"_160\":242,\"_162\":242,\"_163\":243,\"_165\":244,\"_167\":172,\"_169\":229,\"_171\":172,\"_173\":245,\"_175\":209,\"_177\":200,\"_179\":246,\"_187\":251,\"_189\":190,\"_191\":192},{\"_156\":240,\"_158\":241},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte969a3f88fcd3341/67618f7e52df264d667ccd2c/cybersecurity-Stu_Gray_alamy.jpg\",\"digital lock\",\"Top Cybersecurity Trends That Will Impact This Year\",\"Navigating the most pressing challenges for CISOs and cyber security teams in the year ahead. \",\"/cyber-resilience/top-cybersecurity-trends-that-will-impact-this-year\",\"Cyber Resilience\",[247],{\"_57\":248,\"_183\":249,\"_185\":250},\"Richard Watson-Bruhn\",\"/author/richard-watson-bruhn\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt0756ef3a9c4d761b/67a4dee1ca224f0d854fe572/Richard_Watson-Bruhn_cropped.jpg\",5,{\"_112\":253,\"_59\":176,\"_134\":254,\"_136\":176,\"_137\":26,\"_109\":255,\"_151\":265},\"ML \u0026 AI\",\"See All ML \u0026 AI\",[256,259,262],{\"_112\":257,\"_59\":258},\"Responsible AI\",\"/machine-learning-ai/responsible-ai\",{\"_112\":260,\"_59\":261},\"IT Automation\",\"/machine-learning-ai/it-automation\",{\"_112\":263,\"_59\":264},\"AI Innovations\",\"/machine-learning-ai/ai-innovations\",[266,270],{\"_154\":267,\"_160\":161,\"_162\":161,\"_163\":164,\"_165\":166,\"_167\":168,\"_169\":170,\"_171\":172,\"_173\":174,\"_175\":176,\"_177\":178,\"_179\":268,\"_187\":188,\"_189\":190,\"_191\":192},{\"_156\":157,\"_158\":159},[269],{\"_57\":182,\"_183\":184,\"_185\":186},{\"_154\":271,\"_160\":197,\"_162\":197,\"_163\":198,\"_165\":199,\"_167\":172,\"_169\":170,\"_171\":172,\"_173\":174,\"_175\":176,\"_177\":200,\"_179\":272,\"_187\":206,\"_189\":190,\"_191\":192},{\"_156\":195,\"_158\":196},[273],{\"_57\":203,\"_183\":204,\"_185\":205},{\"_112\":275,\"_59\":276,\"_134\":277,\"_136\":276,\"_137\":26,\"_109\":278,\"_151\":285},\"Data\",\"/data-management\",\"See All Data Mgmt\",[279,282],{\"_112\":280,\"_59\":281},\"Data Privacy\",\"/data-management/data-privacy\",{\"_112\":283,\"_59\":284},\"Data Governance\",\"/data-management/data-governance\",[286,299],{\"_154\":287,\"_160\":290,\"_162\":290,\"_163\":291,\"_165\":292,\"_167\":172,\"_169\":170,\"_171\":172,\"_173\":293,\"_175\":276,\"_177\":200,\"_179\":294,\"_187\":206,\"_189\":190,\"_191\":192},{\"_156\":288,\"_158\":289},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltcccad13cf391745c/67aa50220f4cf59cbc09357a/data_governance-Zoonar_GmbHalamy.jpg\",\"Writing displaying text Data Governance\",\"How to Create a Sound Data Governance Strategy\",\"Data governance is essential for compliance, privacy, security, reliable data analytics and AI, but many organizations are still struggling with it. \",\"/data-management/how-to-create-a-sound-data-governance-strategy\",\"Data Management\",[295],{\"_57\":296,\"_183\":297,\"_185\":298},\"Lisa Morgan\",\"/author/lisa-morgan\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt55c84ed4ee6ab7f9/66c4ed22992f7282278db37f/Lisa_Morgan_new_photo.jpg\",{\"_154\":300,\"_160\":303,\"_162\":303,\"_163\":304,\"_165\":305,\"_167\":172,\"_169\":306,\"_171\":172,\"_173\":293,\"_175\":276,\"_177\":200,\"_179\":307,\"_187\":312,\"_189\":190,\"_191\":192},{\"_156\":301,\"_158\":302},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb4572d7fbeec63a7/67a27d6e2dd86fc5c956092f/data_governance-_Panther_Media_GmbH_-alamy.jpg\",\"Sign displaying Data Governance\",\"How to Navigate Data Governance Implementation\",\"Whether you’re just beginning to explore data governance or are looking to refine your existing framework for future scalability, here’s what you can expect to face throughout your journey. \",\"/data-management/how-to-navigate-data-governance-implementation\",\"Feb 10, 2025\",[308],{\"_57\":309,\"_183\":310,\"_185\":311},\"Tyler Ditto\",\"/author/tyler-ditto\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt56e723c43912a88c/67a2785783bdcd72e953b9b1/Tyler_Ditto_Headshot_(002).jpeg\",4,{\"_112\":314,\"_59\":315,\"_134\":316,\"_136\":315,\"_137\":26,\"_109\":317,\"_151\":324},\"Sustainability\",\"/sustainability\",\"See All Sustainability\",[318,321],{\"_112\":319,\"_59\":320},\"Green IT\",\"/sustainability/green-it\",{\"_112\":322,\"_59\":323},\"ESG\",\"/sustainability/esg\",[325,337],{\"_154\":326,\"_160\":328,\"_162\":328,\"_163\":329,\"_165\":330,\"_167\":172,\"_169\":229,\"_171\":172,\"_173\":314,\"_175\":315,\"_177\":200,\"_179\":331,\"_187\":336,\"_189\":190,\"_191\":192},{\"_156\":327,\"_158\":172},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt73fcc8279a35a6ce/67a513d63bde4536db4af108/lilypads-Tithi_Luadthong-alamy.jpg\",\"Santa Clara County Balances Progress and Sustainability\",\"The heart of the Silicon Valley faces opportunities and challenges as it maps out the future of energy. \",\"/sustainability/santa-clara-county-balances-progress-and-sustainability\",[332],{\"_57\":333,\"_183\":334,\"_185\":335},\"Samuel Greengard\",\"/author/samuel-greengard\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta46adbc209cbfe28/64bf47853034810f1966247d/Sam_Greengard_New-Headshot-Spain.jpg\",6,{\"_154\":338,\"_160\":341,\"_162\":341,\"_163\":342,\"_165\":343,\"_167\":172,\"_169\":229,\"_171\":172,\"_173\":344,\"_175\":345,\"_177\":200,\"_179\":346,\"_187\":336,\"_189\":190,\"_191\":192},{\"_156\":339,\"_158\":340},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt27f436409c219696/67a6277447af5912dd041482/desert-Tithi_Luadthong-alamy.jpg\",\"people walking through a desert to a mysterious building\",\"Fabrication Plants and Data Centers Tax Arizona Resources\",\"Arizona faces a growing challenge of balancing data center growth with environmental limitations. \",\"/it-infrastructure/data-centers-and-fabrication-plants-tax-arizona-resources\",\"IT Infrastructure\",\"/it-infrastructure\",[347],{\"_57\":333,\"_183\":334,\"_185\":335},{\"_112\":349,\"_59\":345,\"_134\":350,\"_136\":345,\"_137\":26,\"_109\":351,\"_151\":358},\"Infrastructure\",\"See All Infrastructure\",[352,355],{\"_112\":353,\"_59\":354},\"Data Centers\",\"/it-infrastructure/data-centers\",{\"_112\":356,\"_59\":357},\"Cloud Computing\",\"/it-infrastructure/cloud-computing\",[359,372],{\"_154\":360,\"_160\":363,\"_162\":363,\"_163\":364,\"_165\":365,\"_167\":172,\"_169\":229,\"_171\":172,\"_173\":344,\"_175\":345,\"_177\":200,\"_179\":366,\"_187\":371,\"_189\":190,\"_191\":192},{\"_156\":361,\"_158\":362},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt048f1345df1a9135/668c2ff57141a02d5f3850b0/subsea-cables-DAVID_FLEETHAM-alamy.jpg\",\"underwater sea cables\",\"Amazon, Meta and Google Plan Subsea Cable Expansion\",\"Companies are investing heavily in new subsea cable infrastructure to enhance global connectivity and support their data center operations.\",\"/it-infrastructure/amazon-meta-and-google-plan-subsea-cable-expansion\",[367],{\"_57\":368,\"_183\":369,\"_185\":370},\"Network Computing\",\"/author/network-computing\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt08cc37c4d59bc6be/64bee8d7a166134a3526acb8/NWC_Favicon.png\",1,{\"_154\":373,\"_160\":341,\"_162\":341,\"_163\":342,\"_165\":343,\"_167\":172,\"_169\":229,\"_171\":172,\"_173\":344,\"_175\":345,\"_177\":200,\"_179\":374,\"_187\":336,\"_189\":190,\"_191\":192},{\"_156\":339,\"_158\":340},[375],{\"_57\":333,\"_183\":334,\"_185\":335},{\"_112\":377,\"_59\":231,\"_134\":378,\"_136\":231,\"_137\":26,\"_109\":379,\"_151\":389},\"Software\",\"See All Software\",[380,383,386],{\"_112\":381,\"_59\":382},\"DevOps\",\"/software-services/devops\",{\"_112\":384,\"_59\":385},\"Software Platforms\",\"/software-services/software-platforms\",{\"_112\":387,\"_59\":388},\"Operating Systems\",\"/software-services/operating-systems\",[390,394],{\"_154\":391,\"_160\":226,\"_162\":226,\"_163\":227,\"_165\":228,\"_167\":172,\"_169\":229,\"_171\":172,\"_173\":230,\"_175\":231,\"_177\":200,\"_179\":392,\"_187\":237,\"_189\":190,\"_191\":192},{\"_156\":224,\"_158\":225},[393],{\"_57\":234,\"_183\":235,\"_185\":236},{\"_154\":395,\"_160\":398,\"_162\":398,\"_163\":399,\"_165\":400,\"_167\":172,\"_169\":401,\"_171\":172,\"_173\":230,\"_175\":231,\"_177\":200,\"_179\":402,\"_187\":312,\"_189\":190,\"_191\":192},{\"_156\":396,\"_158\":397},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt3c59a0a42b5e215c/67a4cf6eb7b599603f09a78c/jenga_blocks-Aldar_Darmaev_alamy.jpg\",\"Close up of a hand pulling a colorful jenga block from a big pile.\",\"Your Stack Is Limiting Your Team’s Growth Potential\",\"The tech stack choice impacts product development speed, cost, scalability, and team success. Select the right tools for employee growth. \",\"/software-services/your-stack-is-limiting-your-team-s-growth-potential\",\"Feb 12, 2025\",[403],{\"_57\":404,\"_183\":405,\"_185\":406},\"Ilya Khrustalev\",\"/author/ilya-khrustalev\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt26f00b5412a56ed7/67a4cc51db283b7a4e3917a3/Ilya_Khrustalev_(002).jpg\",{\"_112\":408,\"_59\":409,\"_134\":410,\"_136\":409,\"_137\":26,\"_109\":411,\"_151\":438},\"More\",\"/resources\",\"InformationWeek Resource Library\",[412,415,418,421,424,426,429,432,435],{\"_112\":413,\"_59\":414},\"Newsletters\",\"https://iw-resources.informationweek.com/free/w_ingg126/prgm.cgi?a=1\",{\"_112\":416,\"_59\":417},\"Reports/Research\",\"/resources?page=1\u0026types=Research+Report\",{\"_112\":419,\"_59\":420},\"Online Events\",\"/resources?page=1\u0026types=Virtual+Event\u0026types=Webinar\",{\"_112\":422,\"_59\":423},\"Live Events\",\"/events\",{\"_112\":425,\"_59\":168},\"Podcasts\",{\"_112\":427,\"_59\":428},\"White Papers\",\"/resources?page=1\u0026types=White+Paper\",{\"_112\":430,\"_59\":431},\"Advertise With Us\",\"/advertise\",{\"_112\":433,\"_59\":434},\"About Us\",\"/about-us\",{\"_112\":436,\"_59\":437},\"IT Sectors\",\"/it-sectors\",[439,451],{\"_154\":440,\"_160\":443,\"_162\":443,\"_163\":444,\"_165\":445,\"_167\":172,\"_169\":229,\"_171\":172,\"_173\":174,\"_175\":176,\"_177\":200,\"_179\":446,\"_187\":312,\"_189\":190,\"_191\":192},{\"_156\":441,\"_158\":442},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltebf1b4b071484586/67ae4fa84aad648e67867f76/ArcDeTriomphe_Paris-Images-Europa-AlamyStockPhoto.jpg\",\"Arc de Triomphe, landmark in Paris, France\",\"Possibilities with AI: Lessons From the Paris AI Summit\",\"World leaders gathered for a global event that reflected the hunger for AI innovation and competition.\",\"/machine-learning-ai/possibilities-with-ai-lessons-from-the-paris-ai-summit\",[447],{\"_57\":448,\"_183\":449,\"_185\":450},\"Carrie Pallardy\",\"/author/carrie-pallardy\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta2ac0cf507deba77/64bf49006c654daed172bbba/CarriePallardy_Head_Shot.gif\",{\"_154\":452,\"_160\":455,\"_162\":455,\"_163\":456,\"_165\":457,\"_167\":168,\"_169\":306,\"_171\":172,\"_173\":174,\"_175\":176,\"_177\":178,\"_179\":458,\"_187\":188,\"_189\":190,\"_191\":192},{\"_156\":453,\"_158\":454},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6c3cbbeda030c97e/67a66754a8826b929a699c51/magicdoor_TithiLuadthong-AlamyStockPhoto.jpg\",\"magic door with glowing light in the dark place, digital art style, illustration painting\",\"How Will International Politics Complicate US Access to AI?\",\"Are trade wars, the hunger for chipmaking materials from overseas, and the emergence of DeepSeek shaking up AI availability?\",\"/machine-learning-ai/how-will-international-politics-complicate-us-access-to-ai-\",[459],{\"_57\":182,\"_183\":184,\"_185\":186},\"secondaryMenu\",[462,464,465,467],{\"_112\":463,\"_59\":417},\"Reports\",{\"_112\":419,\"_59\":420},{\"_112\":466,\"_59\":431},\"Advertise\",{\"_112\":468,\"_59\":434},\"About\",\"megaMenu\",{\"_471\":472,\"_517\":518,\"_559\":560},\"largeMenu\",[473,479,484,489,493,497,501,506],{\"_112\":132,\"_59\":133,\"_109\":474,\"_134\":135,\"_136\":133},[475,476,477,478],{\"_112\":140,\"_59\":141},{\"_112\":143,\"_59\":144},{\"_112\":146,\"_59\":147},{\"_112\":149,\"_59\":150},{\"_112\":208,\"_59\":209,\"_109\":480,\"_134\":210,\"_136\":209},[481,482,483],{\"_112\":213,\"_59\":214},{\"_112\":216,\"_59\":217},{\"_112\":219,\"_59\":220},{\"_112\":253,\"_59\":176,\"_109\":485,\"_134\":254,\"_136\":176},[486,487,488],{\"_112\":257,\"_59\":258},{\"_112\":260,\"_59\":261},{\"_112\":263,\"_59\":264},{\"_112\":275,\"_59\":276,\"_109\":490,\"_134\":277,\"_136\":276},[491,492],{\"_112\":280,\"_59\":281},{\"_112\":283,\"_59\":284},{\"_112\":314,\"_59\":315,\"_109\":494,\"_134\":316,\"_136\":315},[495,496],{\"_112\":319,\"_59\":320},{\"_112\":322,\"_59\":323},{\"_112\":349,\"_59\":345,\"_109\":498,\"_134\":350,\"_136\":345},[499,500],{\"_112\":353,\"_59\":354},{\"_112\":356,\"_59\":357},{\"_112\":377,\"_59\":231,\"_109\":502,\"_134\":378,\"_136\":231},[503,504,505],{\"_112\":381,\"_59\":382},{\"_112\":384,\"_59\":385},{\"_112\":387,\"_59\":388},{\"_112\":408,\"_59\":409,\"_109\":507,\"_134\":410,\"_136\":409},[508,509,510,511,512,513,514,515,516],{\"_112\":413,\"_59\":414},{\"_112\":416,\"_59\":417},{\"_112\":419,\"_59\":420},{\"_112\":422,\"_59\":423},{\"_112\":425,\"_59\":168},{\"_112\":427,\"_59\":428},{\"_112\":430,\"_59\":431},{\"_112\":433,\"_59\":434},{\"_112\":436,\"_59\":437},\"smallMenu\",[519,529,533],{\"_112\":520,\"_59\":172,\"_109\":521},\"Browse\",[522,523,524,525,526,527],{\"_112\":410,\"_59\":409},{\"_112\":416,\"_59\":417},{\"_112\":419,\"_59\":420},{\"_112\":427,\"_59\":428},{\"_112\":425,\"_59\":168},{\"_112\":528,\"_59\":423},\"Upcoming Events\",{\"_112\":466,\"_59\":172,\"_109\":530},[531],{\"_112\":532,\"_59\":431},\"Explore Marketing Solutions\",{\"_112\":436,\"_59\":172,\"_109\":534},[535,538,541,544,547,550,553,556],{\"_112\":536,\"_59\":537},\"Agriculture\",\"/it-sectors/agriculture\",{\"_112\":539,\"_59\":540},\"Education\",\"/it-sectors/education\",{\"_112\":542,\"_59\":543},\"Energy\",\"/it-sectors/energy\",{\"_112\":545,\"_59\":546},\"Fintech\",\"/it-sectors/fintech\",{\"_112\":548,\"_59\":549},\"Government\",\"/it-sectors/government\",{\"_112\":551,\"_59\":552},\"Healthcare\",\"/it-sectors/healthcare\",{\"_112\":554,\"_59\":555},\"Manufacturing\",\"/it-sectors/manufacturing\",{\"_112\":557,\"_59\":558},\"Sports/Entertainment\",\"/it-sectors/sports-entertainment\",\"sideNavSections\",[561],{\"_112\":562,\"_59\":172,\"_109\":563,\"_134\":172,\"_136\":172},\"Communicate\",[564,565],{\"_112\":433,\"_59\":434},{\"_112\":566,\"_59\":567},\"Contact Us\",\"/contact-us\",\"navBase\",{\"_570\":571},\"logo\",{\"_59\":572,\"_573\":14},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt610f1382a6ead9c3/64b854bd7f10ca354fa97a15/178206_IWK22_Logo_RGB.svg\",\"altText\",\"footer\",{\"_570\":576,\"_579\":580,\"_631\":632,\"_633\":634},{\"_59\":577,\"_573\":578},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt21f51d54211bf75c/64a6840a5fa986eba383cc27/178206_IWK22_Logo_RGB_(2).svg\",\"Information Week Logo\",\"linkSections\",[581,616],{\"_582\":583,\"_112\":614,\"_88\":615},\"links\",[584,591,596,602,608],{\"_585\":586,\"_588\":26,\"_112\":589,\"_59\":590},\"image\",{\"_573\":172,\"_59\":587},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6ac71116800a46bf/64babac96bef06569b0668ee/OMDIA_LOGO_BLACK_2_with_extra_height.png\",\"openInNewTab\",\"Omdia\",\"https://omdia.tech.informa.com/\",{\"_585\":592,\"_588\":26,\"_112\":368,\"_59\":595},{\"_573\":593,\"_59\":594},\"Network Computing Logo\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt40fbedd2eb2df482/643d354fbf535e7c079bb364/Network_Computing_logo.png\",\"https://www.networkcomputing.com/\",{\"_585\":597,\"_588\":26,\"_112\":600,\"_59\":601},{\"_573\":598,\"_59\":599},\"IT Pro Today Logo\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf8425441a9bb7395/643d3589d465e31028d41abe/IT_Pro_Today_Logo.png\",\"ITPro Today\",\"https://www.itprotoday.com/\",{\"_585\":603,\"_588\":26,\"_112\":606,\"_59\":607},{\"_573\":604,\"_59\":605},\"Data Center Knowledge Logo\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt4b847636ba215910/643d35d937023c7ed8e9d6a6/Data_Center_Knowledge_Logo.png\",\"Data Center Knowledge\",\"https://www.datacenterknowledge.com/\",{\"_585\":609,\"_588\":26,\"_112\":612,\"_59\":613},{\"_573\":610,\"_59\":611},\"Data Center World Logo\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte6d1f0c534c109a8/643d36703381c910e4384762/Data_Center_World_Logo.png\",\"Data Center World \",\"https://datacenterworld.com/\",\"Discover More\",\"1\",{\"_582\":617,\"_112\":630,\"_88\":615},[618,622,626,628],{\"_585\":619,\"_588\":26,\"_112\":433,\"_59\":434},{\"_573\":620,\"_59\":621},\"InformationWeek Logo\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte28ded54d12e0ac0/67101775f8272985d8dae690/fly-JamesLawson-Alamy.jpg\",{\"_585\":623,\"_588\":26,\"_112\":624,\"_59\":625},{\"_573\":620,\"_59\":621},\"Reprints\",\"https://info.wrightsmedia.com/informa-licensing-reprints-request\",{\"_585\":627,\"_588\":26,\"_112\":466,\"_59\":431},{\"_573\":620,\"_59\":621},{\"_585\":629,\"_588\":26,\"_112\":566,\"_59\":567},{\"_573\":620,\"_59\":621},\"Working With Us\",\"brandLinks\",[],\"copyright\",{\"_635\":636,\"_582\":641,\"_112\":658},\"businessUnit\",{\"_59\":637,\"_57\":638,\"_639\":640},\"https://www.informa.com\",\"Informa\",\"logoUrl\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9b0ecaf097c582c9/674ee32fa20384199d9da93d/Informa_Logo_OneLine_Graduated_White_RGB.png\",[642,646,650,654],{\"_585\":643,\"_588\":24,\"_112\":644,\"_59\":645},{\"_573\":644,\"_59\":645},\"Home\",\"https://www.informatech.com/\",{\"_585\":647,\"_588\":26,\"_112\":648,\"_59\":649},{\"_573\":648,\"_59\":649},\"Cookie Policy\",\"https://www.informationweek.com/cookie-policy\",{\"_585\":651,\"_588\":26,\"_112\":652,\"_59\":653},{\"_573\":652,\"_59\":653},\"Privacy\",\"https://www.techtarget.com/privacy-policy/\",{\"_585\":655,\"_588\":26,\"_112\":656,\"_59\":657},{\"_573\":656,\"_59\":657},\"Terms of Use\",\"https://www.informatech.com/terms-and-conditions/\",\". This website is owned and operated by Informa TechTarget, part of a global network that informs, influences and connects the world’s technology buyers and sellers. All copyright resides with them. Informa PLC’s registered office is 5 Howick Place, London SW1P 1WG. Registered in England and Wales. TechTarget, Inc.’s registered office is 275 Grove St. Newton, MA 02466.\",\"isSponsorBarEnabled\",\"isPaidContent\",\"newRelicJs\",\"window.NREUM||(NREUM={});NREUM.init={distributed_tracing:{enabled:true},privacy:{cookies_enabled:true},ajax:{deny_list:[\\\"bam.eu01.nr-data.net\\\"]}};\\n\\n;NREUM.loader_config={accountID:\\\"3936348\\\",trustKey:\\\"3288925\\\",agentID:\\\"538600207\\\",licenseKey:\\\"NRJS-26ae6a3b09493bbcc87\\\",applicationID:\\\"538600207\\\"};\\n;NREUM.info={beacon:\\\"bam.eu01.nr-data.net\\\",errorBeacon:\\\"bam.eu01.nr-data.net\\\",licenseKey:\\\"NRJS-26ae6a3b09493bbcc87\\\",applicationID:\\\"538600207\\\",sa:1};\\n;/*! For license information please see nr-loader-spa-1.281.0.min.js.LICENSE.txt */\\n(()=\u003e{var e,t,r={8122:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{a:()=\u003ei});var n=r(944);function i(e,t){try{if(!e||\\\"object\\\"!=typeof e)return(0,n.R)(3);if(!t||\\\"object\\\"!=typeof t)return(0,n.R)(4);const r=Object.create(Object.getPrototypeOf(t),Object.getOwnPropertyDescriptors(t)),o=0===Object.keys(r).length?e:r;for(let a in o)if(void 0!==e[a])try{if(null===e[a]){r[a]=null;continue}Array.isArray(e[a])\u0026\u0026Array.isArray(t[a])?r[a]=Array.from(new Set([...e[a],...t[a]])):\\\"object\\\"==typeof e[a]\u0026\u0026\\\"object\\\"==typeof t[a]?r[a]=i(e[a],t[a]):r[a]=e[a]}catch(e){(0,n.R)(1,e)}return r}catch(e){(0,n.R)(2,e)}}},2555:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{Vp:()=\u003ec,fn:()=\u003es,x1:()=\u003eu});var n=r(384),i=r(8122);const o={beacon:n.NT.beacon,errorBeacon:n.NT.errorBeacon,licenseKey:void 0,applicationID:void 0,sa:void 0,queueTime:void 0,applicationTime:void 0,ttGuid:void 0,user:void 0,account:void 0,product:void 0,extra:void 0,jsAttributes:{},userAttributes:void 0,atts:void 0,transactionName:void 0,tNamePlain:void 0},a={};function s(e){try{const t=c(e);return!!t.licenseKey\u0026\u0026!!t.errorBeacon\u0026\u0026!!t.applicationID}catch(e){return!1}}function c(e){if(!e)throw new Error(\\\"All info objects require an agent identifier!\\\");if(!a[e])throw new Error(\\\"Info for \\\".concat(e,\\\" was never set\\\"));return a[e]}function u(e,t){if(!e)throw new Error(\\\"All info objects require an agent identifier!\\\");a[e]=(0,i.a)(t,o);const r=(0,n.nY)(e);r\u0026\u0026(r.info=a[e])}},9417:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{D0:()=\u003ep,gD:()=\u003em,xN:()=\u003eg});var n=r(3333),i=r(993);const o=e=\u003e{if(!e||\\\"string\\\"!=typeof e)return!1;try{document.createDocumentFragment().querySelector(e)}catch{return!1}return!0};var a=r(2614),s=r(944),c=r(384),u=r(8122);const d=\\\"[data-nr-mask]\\\",l=()=\u003e{const e={feature_flags:[],experimental:{marks:!1,measures:!1,resources:!1},mask_selector:\\\"*\\\",block_selector:\\\"[data-nr-block]\\\",mask_input_options:{color:!1,date:!1,\\\"datetime-local\\\":!1,email:!1,month:!1,number:!1,range:!1,search:!1,tel:!1,text:!1,time:!1,url:!1,week:!1,textarea:!1,select:!1,password:!0}};return{ajax:{deny_list:void 0,block_internal:!0,enabled:!0,autoStart:!0},distributed_tracing:{enabled:void 0,exclude_newrelic_header:void 0,cors_use_newrelic_header:void 0,cors_use_tracecontext_headers:void 0,allowed_origins:void 0},get feature_flags(){return e.feature_flags},set feature_flags(t){e.feature_flags=t},generic_events:{enabled:!0,autoStart:!0},harvest:{interval:30},jserrors:{enabled:!0,autoStart:!0},logging:{enabled:!0,autoStart:!0,level:i.p_.INFO},metrics:{enabled:!0,autoStart:!0},obfuscate:void 0,page_action:{enabled:!0},page_view_event:{enabled:!0,autoStart:!0},page_view_timing:{enabled:!0,autoStart:!0},performance:{get capture_marks(){return e.feature_flags.includes(n.$v.MARKS)||e.experimental.marks},set capture_marks(t){e.experimental.marks=t},get capture_measures(){return e.feature_flags.includes(n.$v.MEASURES)||e.experimental.measures},set capture_measures(t){e.experimental.measures=t},capture_detail:!0,resources:{get enabled(){return e.feature_flags.includes(n.$v.RESOURCES)||e.experimental.resources},set enabled(t){e.experimental.resources=t},asset_types:[],first_party_domains:[],ignore_newrelic:!0}},privacy:{cookies_enabled:!0},proxy:{assets:void 0,beacon:void 0},session:{expiresMs:a.wk,inactiveMs:a.BB},session_replay:{autoStart:!0,enabled:!1,preload:!1,sampling_rate:10,error_sampling_rate:100,collect_fonts:!1,inline_images:!1,fix_stylesheets:!0,mask_all_inputs:!0,get mask_text_selector(){return e.mask_selector},set mask_text_selector(t){o(t)?e.mask_selector=\\\"\\\".concat(t,\\\",\\\").concat(d):\\\"\\\"===t||null===t?e.mask_selector=d:(0,s.R)(5,t)},get block_class(){return\\\"nr-block\\\"},get ignore_class(){return\\\"nr-ignore\\\"},get mask_text_class(){return\\\"nr-mask\\\"},get block_selector(){return e.block_selector},set block_selector(t){o(t)?e.block_selector+=\\\",\\\".concat(t):\\\"\\\"!==t\u0026\u0026(0,s.R)(6,t)},get mask_input_options(){return e.mask_input_options},set mask_input_options(t){t\u0026\u0026\\\"object\\\"==typeof t?e.mask_input_options={...t,password:!0}:(0,s.R)(7,t)}},session_trace:{enabled:!0,autoStart:!0},soft_navigations:{enabled:!0,autoStart:!0},spa:{enabled:!0,autoStart:!0},ssl:void 0,user_actions:{enabled:!0,elementAttributes:[\\\"id\\\",\\\"className\\\",\\\"tagName\\\",\\\"type\\\"]}}},f={},h=\\\"All configuration objects require an agent identifier!\\\";function p(e){if(!e)throw new Error(h);if(!f[e])throw new Error(\\\"Configuration for \\\".concat(e,\\\" was never set\\\"));return f[e]}function g(e,t){if(!e)throw new Error(h);f[e]=(0,u.a)(t,l());const r=(0,c.nY)(e);r\u0026\u0026(r.init=f[e])}function m(e,t){if(!e)throw new Error(h);var r=p(e);if(r){for(var n=t.split(\\\".\\\"),i=0;i\u003cn.length-1;i++)if(\\\"object\\\"!=typeof(r=r[n[i]]))return;r=r[n[n.length-1]]}return r}},5603:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{a:()=\u003ec,o:()=\u003es});var n=r(384),i=r(8122);const o={accountID:void 0,trustKey:void 0,agentID:void 0,licenseKey:void 0,applicationID:void 0,xpid:void 0},a={};function s(e){if(!e)throw new Error(\\\"All loader-config objects require an agent identifier!\\\");if(!a[e])throw new Error(\\\"LoaderConfig for \\\".concat(e,\\\" was never set\\\"));return a[e]}function c(e,t){if(!e)throw new Error(\\\"All loader-config objects require an agent identifier!\\\");a[e]=(0,i.a)(t,o);const r=(0,n.nY)(e);r\u0026\u0026(r.loader_config=a[e])}},3371:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{V:()=\u003ef,f:()=\u003el});var n=r(8122),i=r(384),o=r(6154),a=r(9324);let s=0;const c={buildEnv:a.F3,distMethod:a.Xs,version:a.xv,originTime:o.WN},u={customTransaction:void 0,disabled:!1,isolatedBacklog:!1,loaderType:void 0,maxBytes:3e4,onerror:void 0,ptid:void 0,releaseIds:{},appMetadata:{},session:void 0,denyList:void 0,timeKeeper:void 0,obfuscator:void 0,harvester:void 0},d={};function l(e){if(!e)throw new Error(\\\"All runtime objects require an agent identifier!\\\");if(!d[e])throw new Error(\\\"Runtime for \\\".concat(e,\\\" was never set\\\"));return d[e]}function f(e,t){if(!e)throw new Error(\\\"All runtime objects require an agent identifier!\\\");d[e]={...(0,n.a)(t,u),...c},Object.hasOwnProperty.call(d[e],\\\"harvestCount\\\")||Object.defineProperty(d[e],\\\"harvestCount\\\",{get:()=\u003e++s});const r=(0,i.nY)(e);r\u0026\u0026(r.runtime=d[e])}},9324:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{F3:()=\u003ei,Xs:()=\u003eo,Yq:()=\u003ea,xv:()=\u003en});const n=\\\"1.281.0\\\",i=\\\"PROD\\\",o=\\\"CDN\\\",a=\\\"^2.0.0-alpha.17\\\"},6154:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{A4:()=\u003es,OF:()=\u003ed,RI:()=\u003ei,WN:()=\u003eh,bv:()=\u003eo,gm:()=\u003ea,lR:()=\u003ef,m:()=\u003eu,mw:()=\u003ec,sb:()=\u003el});var n=r(1863);const i=\\\"undefined\\\"!=typeof window\u0026\u0026!!window.document,o=\\\"undefined\\\"!=typeof WorkerGlobalScope\u0026\u0026(\\\"undefined\\\"!=typeof self\u0026\u0026self instanceof WorkerGlobalScope\u0026\u0026self.navigator instanceof WorkerNavigator||\\\"undefined\\\"!=typeof globalThis\u0026\u0026globalThis instanceof WorkerGlobalScope\u0026\u0026globalThis.navigator instanceof WorkerNavigator),a=i?window:\\\"undefined\\\"!=typeof WorkerGlobalScope\u0026\u0026(\\\"undefined\\\"!=typeof self\u0026\u0026self instanceof WorkerGlobalScope\u0026\u0026self||\\\"undefined\\\"!=typeof globalThis\u0026\u0026globalThis instanceof WorkerGlobalScope\u0026\u0026globalThis),s=\\\"complete\\\"===a?.document?.readyState,c=Boolean(\\\"hidden\\\"===a?.document?.visibilityState),u=\\\"\\\"+a?.location,d=/iPad|iPhone|iPod/.test(a.navigator?.userAgent),l=d\u0026\u0026\\\"undefined\\\"==typeof SharedWorker,f=(()=\u003e{const e=a.navigator?.userAgent?.match(/Firefox[/\\\\s](\\\\d+\\\\.\\\\d+)/);return Array.isArray(e)\u0026\u0026e.length\u003e=2?+e[1]:0})(),h=Date.now()-(0,n.t)()},7295:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{Xv:()=\u003ea,gX:()=\u003ei,iW:()=\u003eo});var n=[];function i(e){if(!e||o(e))return!1;if(0===n.length)return!0;for(var t=0;t\u003cn.length;t++){var r=n[t];if(\\\"*\\\"===r.hostname)return!1;if(s(r.hostname,e.hostname)\u0026\u0026c(r.pathname,e.pathname))return!1}return!0}function o(e){return void 0===e.hostname}function a(e){if(n=[],e\u0026\u0026e.length)for(var t=0;t\u003ce.length;t++){let r=e[t];if(!r)continue;0===r.indexOf(\\\"http://\\\")?r=r.substring(7):0===r.indexOf(\\\"https://\\\")\u0026\u0026(r=r.substring(8));const i=r.indexOf(\\\"/\\\");let o,a;i\u003e0?(o=r.substring(0,i),a=r.substring(i)):(o=r,a=\\\"\\\");let[s]=o.split(\\\":\\\");n.push({hostname:s,pathname:a})}}function s(e,t){return!(e.length\u003et.length)\u0026\u0026t.indexOf(e)===t.length-e.length}function c(e,t){return 0===e.indexOf(\\\"/\\\")\u0026\u0026(e=e.substring(1)),0===t.indexOf(\\\"/\\\")\u0026\u0026(t=t.substring(1)),\\\"\\\"===e||e===t}},1687:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{Ak:()=\u003ec,Ze:()=\u003el,x3:()=\u003eu});var n=r(7836),i=r(3606),o=r(860),a=r(2646);const s={};function c(e,t){const r={staged:!1,priority:o.P3[t]||0};d(e),s[e].get(t)||s[e].set(t,r)}function u(e,t){e\u0026\u0026s[e]\u0026\u0026(s[e].get(t)\u0026\u0026s[e].delete(t),h(e,t,!1),s[e].size\u0026\u0026f(e))}function d(e){if(!e)throw new Error(\\\"agentIdentifier required\\\");s[e]||(s[e]=new Map)}function l(e=\\\"\\\",t=\\\"feature\\\",r=!1){if(d(e),!e||!s[e].get(t)||r)return h(e,t);s[e].get(t).staged=!0,f(e)}function f(e){const t=Array.from(s[e]);t.every((([e,t])=\u003et.staged))\u0026\u0026(t.sort(((e,t)=\u003ee[1].priority-t[1].priority)),t.forEach((([t])=\u003e{s[e].delete(t),h(e,t)})))}function h(e,t,r=!0){const o=e?n.ee.get(e):n.ee,s=i.i.handlers;if(!o.aborted\u0026\u0026o.backlog\u0026\u0026s){if(r){const e=o.backlog[t],r=s[t];if(r){for(let t=0;e\u0026\u0026t\u003ce.length;++t)p(e[t],r);Object.entries(r).forEach((([e,t])=\u003e{Object.values(t||{}).forEach((t=\u003e{t[0]?.on\u0026\u0026t[0]?.context()instanceof a.y\u0026\u0026t[0].on(e,t[1])}))}))}}o.isolatedBacklog||delete s[t],o.backlog[t]=null,o.emit(\\\"drain-\\\"+t,[])}}function p(e,t){var r=e[1];Object.values(t[r]||{}).forEach((t=\u003e{var r=e[0];if(t[0]===r){var n=t[1],i=e[3],o=e[2];n.apply(i,o)}}))}},7836:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{P:()=\u003ec,ee:()=\u003eu});var n=r(384),i=r(8990),o=r(3371),a=r(2646),s=r(5607);const c=\\\"nr@context:\\\".concat(s.W),u=function e(t,r){var n={},s={},d={},l=!1;try{l=16===r.length\u0026\u0026(0,o.f)(r).isolatedBacklog}catch(e){}var f={on:p,addEventListener:p,removeEventListener:function(e,t){var r=n[e];if(!r)return;for(var i=0;i\u003cr.length;i++)r[i]===t\u0026\u0026r.splice(i,1)},emit:function(e,r,n,i,o){!1!==o\u0026\u0026(o=!0);if(u.aborted\u0026\u0026!i)return;t\u0026\u0026o\u0026\u0026t.emit(e,r,n);for(var a=h(n),c=g(e),d=c.length,l=0;l\u003cd;l++)c[l].apply(a,r);var p=v()[s[e]];p\u0026\u0026p.push([f,e,r,a]);return a},get:m,listeners:g,context:h,buffer:function(e,t){const r=v();if(t=t||\\\"feature\\\",f.aborted)return;Object.entries(e||{}).forEach((([e,n])=\u003e{s[n]=t,t in r||(r[t]=[])}))},abort:function(){f._aborted=!0,Object.keys(f.backlog).forEach((e=\u003e{delete f.backlog[e]}))},isBuffering:function(e){return!!v()[s[e]]},debugId:r,backlog:l?{}:t\u0026\u0026\\\"object\\\"==typeof t.backlog?t.backlog:{},isolatedBacklog:l};return Object.defineProperty(f,\\\"aborted\\\",{get:()=\u003e{let e=f._aborted||!1;return e||(t\u0026\u0026(e=t.aborted),e)}}),f;function h(e){return e\u0026\u0026e instanceof a.y?e:e?(0,i.I)(e,c,(()=\u003enew a.y(c))):new a.y(c)}function p(e,t){n[e]=g(e).concat(t)}function g(e){return n[e]||[]}function m(t){return d[t]=d[t]||e(f,t)}function v(){return f.backlog}}(void 0,\\\"globalEE\\\"),d=(0,n.Zm)();d.ee||(d.ee=u)},2646:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{y:()=\u003en});class n{constructor(e){this.contextId=e}}},9908:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{d:()=\u003en,p:()=\u003ei});var n=r(7836).ee.get(\\\"handle\\\");function i(e,t,r,i,o){o?(o.buffer([e],i),o.emit(e,t,r)):(n.buffer([e],i),n.emit(e,t,r))}},3606:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{i:()=\u003eo});var n=r(9908);o.on=a;var i=o.handlers={};function o(e,t,r,o){a(o||n.d,i,e,t,r)}function a(e,t,r,i,o){o||(o=\\\"feature\\\"),e||(e=n.d);var a=t[o]=t[o]||{};(a[r]=a[r]||[]).push([e,i])}},3878:(e,t,r)=\u003e{\\\"use strict\\\";function n(e,t){return{capture:e,passive:!1,signal:t}}function i(e,t,r=!1,i){window.addEventListener(e,t,n(r,i))}function o(e,t,r=!1,i){document.addEventListener(e,t,n(r,i))}r.d(t,{DD:()=\u003eo,jT:()=\u003en,sp:()=\u003ei})},5607:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{W:()=\u003en});const n=(0,r(9566).bz)()},9566:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{LA:()=\u003es,ZF:()=\u003ec,bz:()=\u003ea,el:()=\u003eu});var n=r(6154);const i=\\\"xxxxxxxx-xxxx-4xxx-yxxx-xxxxxxxxxxxx\\\";function o(e,t){return e?15\u0026e[t]:16*Math.random()|0}function a(){const e=n.gm?.crypto||n.gm?.msCrypto;let t,r=0;return e\u0026\u0026e.getRandomValues\u0026\u0026(t=e.getRandomValues(new Uint8Array(30))),i.split(\\\"\\\").map((e=\u003e\\\"x\\\"===e?o(t,r++).toString(16):\\\"y\\\"===e?(3\u0026o()|8).toString(16):e)).join(\\\"\\\")}function s(e){const t=n.gm?.crypto||n.gm?.msCrypto;let r,i=0;t\u0026\u0026t.getRandomValues\u0026\u0026(r=t.getRandomValues(new Uint8Array(e)));const a=[];for(var s=0;s\u003ce;s++)a.push(o(r,i++).toString(16));return a.join(\\\"\\\")}function c(){return s(16)}function u(){return s(32)}},2614:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{BB:()=\u003ea,H3:()=\u003en,g:()=\u003eu,iL:()=\u003ec,tS:()=\u003es,uh:()=\u003ei,wk:()=\u003eo});const n=\\\"NRBA\\\",i=\\\"SESSION\\\",o=144e5,a=18e5,s={STARTED:\\\"session-started\\\",PAUSE:\\\"session-pause\\\",RESET:\\\"session-reset\\\",RESUME:\\\"session-resume\\\",UPDATE:\\\"session-update\\\"},c={SAME_TAB:\\\"same-tab\\\",CROSS_TAB:\\\"cross-tab\\\"},u={OFF:0,FULL:1,ERROR:2}},1863:(e,t,r)=\u003e{\\\"use strict\\\";function n(){return Math.floor(performance.now())}r.d(t,{t:()=\u003en})},7485:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{D:()=\u003ei});var n=r(6154);function i(e){if(0===(e||\\\"\\\").indexOf(\\\"data:\\\"))return{protocol:\\\"data\\\"};try{const t=new URL(e,location.href),r={port:t.port,hostname:t.hostname,pathname:t.pathname,search:t.search,protocol:t.protocol.slice(0,t.protocol.indexOf(\\\":\\\")),sameOrigin:t.protocol===n.gm?.location?.protocol\u0026\u0026t.host===n.gm?.location?.host};return r.port\u0026\u0026\\\"\\\"!==r.port||(\\\"http:\\\"===t.protocol\u0026\u0026(r.port=\\\"80\\\"),\\\"https:\\\"===t.protocol\u0026\u0026(r.port=\\\"443\\\")),r.pathname\u0026\u0026\\\"\\\"!==r.pathname?r.pathname.startsWith(\\\"/\\\")||(r.pathname=\\\"/\\\".concat(r.pathname)):r.pathname=\\\"/\\\",r}catch(e){return{}}}},944:(e,t,r)=\u003e{\\\"use strict\\\";function n(e,t){\\\"function\\\"==typeof console.debug\u0026\u0026console.debug(\\\"New Relic Warning: https://github.com/newrelic/newrelic-browser-agent/blob/main/docs/warning-codes.md#\\\".concat(e),t)}r.d(t,{R:()=\u003en})},5284:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{t:()=\u003ec,B:()=\u003es});var n=r(7836),i=r(6154);const o=\\\"newrelic\\\";const a=new Set,s={};function c(e,t){const r=n.ee.get(t);s[t]??={},e\u0026\u0026\\\"object\\\"==typeof e\u0026\u0026(a.has(t)||(r.emit(\\\"rumresp\\\",[e]),s[t]=e,a.add(t),function(e={}){try{i.gm.dispatchEvent(new CustomEvent(o,{detail:e}))}catch(e){}}({loaded:!0})))}},8990:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{I:()=\u003ei});var n=Object.prototype.hasOwnProperty;function i(e,t,r){if(n.call(e,t))return e[t];var i=r();if(Object.defineProperty\u0026\u0026Object.keys)try{return Object.defineProperty(e,t,{value:i,writable:!0,enumerable:!1}),i}catch(e){}return e[t]=i,i}},6389:(e,t,r)=\u003e{\\\"use strict\\\";function n(e,t=500,r={}){const n=r?.leading||!1;let i;return(...r)=\u003e{n\u0026\u0026void 0===i\u0026\u0026(e.apply(this,r),i=setTimeout((()=\u003e{i=clearTimeout(i)}),t)),n||(clearTimeout(i),i=setTimeout((()=\u003e{e.apply(this,r)}),t))}}function i(e){let t=!1;return(...r)=\u003e{t||(t=!0,e.apply(this,r))}}r.d(t,{J:()=\u003ei,s:()=\u003en})},3304:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{A:()=\u003eo});var n=r(7836);const i=()=\u003e{const e=new WeakSet;return(t,r)=\u003e{if(\\\"object\\\"==typeof r\u0026\u0026null!==r){if(e.has(r))return;e.add(r)}return r}};function o(e){try{return JSON.stringify(e,i())??\\\"\\\"}catch(e){try{n.ee.emit(\\\"internal-error\\\",[e])}catch(e){}return\\\"\\\"}}},5289:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{GG:()=\u003eo,sB:()=\u003ea});var n=r(3878);function i(){return\\\"undefined\\\"==typeof document||\\\"complete\\\"===document.readyState}function o(e,t){if(i())return e();(0,n.sp)(\\\"load\\\",e,t)}function a(e){if(i())return e();(0,n.DD)(\\\"DOMContentLoaded\\\",e)}},384:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{NT:()=\u003eo,US:()=\u003ed,Zm:()=\u003ea,bQ:()=\u003ec,dV:()=\u003es,nY:()=\u003eu,pV:()=\u003el});var n=r(6154),i=r(1863);const o={beacon:\\\"bam.nr-data.net\\\",errorBeacon:\\\"bam.nr-data.net\\\"};function a(){return n.gm.NREUM||(n.gm.NREUM={}),void 0===n.gm.newrelic\u0026\u0026(n.gm.newrelic=n.gm.NREUM),n.gm.NREUM}function s(){let e=a();return e.o||(e.o={ST:n.gm.setTimeout,SI:n.gm.setImmediate,CT:n.gm.clearTimeout,XHR:n.gm.XMLHttpRequest,REQ:n.gm.Request,EV:n.gm.Event,PR:n.gm.Promise,MO:n.gm.MutationObserver,FETCH:n.gm.fetch,WS:n.gm.WebSocket}),e}function c(e,t){let r=a();r.initializedAgents??={},t.initializedAt={ms:(0,i.t)(),date:new Date},r.initializedAgents[e]=t}function u(e){let t=a();return t.initializedAgents?.[e]}function d(e,t){a()[e]=t}function l(){return function(){let e=a();const t=e.info||{};e.info={beacon:o.beacon,errorBeacon:o.errorBeacon,...t}}(),function(){let e=a();const t=e.init||{};e.init={...t}}(),s(),function(){let e=a();const t=e.loader_config||{};e.loader_config={...t}}(),a()}},2843:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{u:()=\u003ei});var n=r(3878);function i(e,t=!1,r,i){(0,n.DD)(\\\"visibilitychange\\\",(function(){if(t)return void(\\\"hidden\\\"===document.visibilityState\u0026\u0026e());e(document.visibilityState)}),r,i)}},8139:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{u:()=\u003ef});var n=r(7836),i=r(3434),o=r(8990),a=r(6154);const s={},c=a.gm.XMLHttpRequest,u=\\\"addEventListener\\\",d=\\\"removeEventListener\\\",l=\\\"nr@wrapped:\\\".concat(n.P);function f(e){var t=function(e){return(e||n.ee).get(\\\"events\\\")}(e);if(s[t.debugId]++)return t;s[t.debugId]=1;var r=(0,i.YM)(t,!0);function f(e){r.inPlace(e,[u,d],\\\"-\\\",p)}function p(e,t){return e[1]}return\\\"getPrototypeOf\\\"in Object\u0026\u0026(a.RI\u0026\u0026h(document,f),c\u0026\u0026h(c.prototype,f),h(a.gm,f)),t.on(u+\\\"-start\\\",(function(e,t){var n=e[1];if(null!==n\u0026\u0026(\\\"function\\\"==typeof n||\\\"object\\\"==typeof n)){var i=(0,o.I)(n,l,(function(){var e={object:function(){if(\\\"function\\\"!=typeof n.handleEvent)return;return n.handleEvent.apply(n,arguments)},function:n}[typeof n];return e?r(e,\\\"fn-\\\",null,e.name||\\\"anonymous\\\"):n}));this.wrapped=e[1]=i}})),t.on(d+\\\"-start\\\",(function(e){e[1]=this.wrapped||e[1]})),t}function h(e,t,...r){let n=e;for(;\\\"object\\\"==typeof n\u0026\u0026!Object.prototype.hasOwnProperty.call(n,u);)n=Object.getPrototypeOf(n);n\u0026\u0026t(n,...r)}},3434:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{Jt:()=\u003eo,YM:()=\u003ec});var n=r(7836),i=r(5607);const o=\\\"nr@original:\\\".concat(i.W);var a=Object.prototype.hasOwnProperty,s=!1;function c(e,t){return e||(e=n.ee),r.inPlace=function(e,t,n,i,o){n||(n=\\\"\\\");const a=\\\"-\\\"===n.charAt(0);for(let s=0;s\u003ct.length;s++){const c=t[s],u=e[c];d(u)||(e[c]=r(u,a?c+n:n,i,c,o))}},r.flag=o,r;function r(t,r,n,s,c){return d(t)?t:(r||(r=\\\"\\\"),nrWrapper[o]=t,function(e,t,r){if(Object.defineProperty\u0026\u0026Object.keys)try{return Object.keys(e).forEach((function(r){Object.defineProperty(t,r,{get:function(){return e[r]},set:function(t){return e[r]=t,t}})})),t}catch(e){u([e],r)}for(var n in e)a.call(e,n)\u0026\u0026(t[n]=e[n])}(t,nrWrapper,e),nrWrapper);function nrWrapper(){var o,a,d,l;try{a=this,o=[...arguments],d=\\\"function\\\"==typeof n?n(o,a):n||{}}catch(t){u([t,\\\"\\\",[o,a,s],d],e)}i(r+\\\"start\\\",[o,a,s],d,c);try{return l=t.apply(a,o)}catch(e){throw i(r+\\\"err\\\",[o,a,e],d,c),e}finally{i(r+\\\"end\\\",[o,a,l],d,c)}}}function i(r,n,i,o){if(!s||t){var a=s;s=!0;try{e.emit(r,n,i,t,o)}catch(t){u([t,r,n,i],e)}s=a}}}function u(e,t){t||(t=n.ee);try{t.emit(\\\"internal-error\\\",e)}catch(e){}}function d(e){return!(e\u0026\u0026\\\"function\\\"==typeof e\u0026\u0026e.apply\u0026\u0026!e[o])}},9300:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{T:()=\u003en});const n=r(860).K7.ajax},3333:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{$v:()=\u003eu,TZ:()=\u003en,Zp:()=\u003ei,kd:()=\u003ec,mq:()=\u003es,nf:()=\u003ea,qN:()=\u003eo});const n=r(860).K7.genericEvents,i=[\\\"auxclick\\\",\\\"click\\\",\\\"copy\\\",\\\"keydown\\\",\\\"paste\\\",\\\"scrollend\\\"],o=[\\\"focus\\\",\\\"blur\\\"],a=4,s=1e3,c=[\\\"PageAction\\\",\\\"UserAction\\\",\\\"BrowserPerformance\\\"],u={MARKS:\\\"experimental.marks\\\",MEASURES:\\\"experimental.measures\\\",RESOURCES:\\\"experimental.resources\\\"}},6774:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{T:()=\u003en});const n=r(860).K7.jserrors},993:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{ET:()=\u003eo,TZ:()=\u003ea,p_:()=\u003ei});var n=r(860);const i={ERROR:\\\"ERROR\\\",WARN:\\\"WARN\\\",INFO:\\\"INFO\\\",DEBUG:\\\"DEBUG\\\",TRACE:\\\"TRACE\\\"},o=\\\"log\\\",a=n.K7.logging},3785:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{R:()=\u003ec,b:()=\u003eu});var n=r(9908),i=r(1863),o=r(860),a=r(3969),s=r(993);function c(e,t,r={},c=s.p_.INFO){(0,n.p)(a.xV,[\\\"API/logging/\\\".concat(c.toLowerCase(),\\\"/called\\\")],void 0,o.K7.metrics,e),(0,n.p)(s.ET,[(0,i.t)(),t,r,c],void 0,o.K7.logging,e)}function u(e){return\\\"string\\\"==typeof e\u0026\u0026Object.values(s.p_).some((t=\u003et===e.toUpperCase().trim()))}},3969:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{TZ:()=\u003en,XG:()=\u003es,rs:()=\u003ei,xV:()=\u003ea,z_:()=\u003eo});const n=r(860).K7.metrics,i=\\\"sm\\\",o=\\\"cm\\\",a=\\\"storeSupportabilityMetrics\\\",s=\\\"storeEventMetrics\\\"},6630:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{T:()=\u003en});const n=r(860).K7.pageViewEvent},782:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{T:()=\u003en});const n=r(860).K7.pageViewTiming},6344:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{BB:()=\u003ed,G4:()=\u003eo,Qb:()=\u003el,TZ:()=\u003ei,Ug:()=\u003ea,_s:()=\u003es,bc:()=\u003eu,yP:()=\u003ec});var n=r(2614);const i=r(860).K7.sessionReplay,o={RECORD:\\\"recordReplay\\\",PAUSE:\\\"pauseReplay\\\",REPLAY_RUNNING:\\\"replayRunning\\\",ERROR_DURING_REPLAY:\\\"errorDuringReplay\\\"},a=.12,s={DomContentLoaded:0,Load:1,FullSnapshot:2,IncrementalSnapshot:3,Meta:4,Custom:5},c={[n.g.ERROR]:15e3,[n.g.FULL]:3e5,[n.g.OFF]:0},u={RESET:{message:\\\"Session was reset\\\",sm:\\\"Reset\\\"},IMPORT:{message:\\\"Recorder failed to import\\\",sm:\\\"Import\\\"},TOO_MANY:{message:\\\"429: Too Many Requests\\\",sm:\\\"Too-Many\\\"},TOO_BIG:{message:\\\"Payload was too large\\\",sm:\\\"Too-Big\\\"},CROSS_TAB:{message:\\\"Session Entity was set to OFF on another tab\\\",sm:\\\"Cross-Tab\\\"},ENTITLEMENTS:{message:\\\"Session Replay is not allowed and will not be started\\\",sm:\\\"Entitlement\\\"}},d=5e3,l={API:\\\"api\\\"}},5270:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{Aw:()=\u003ec,CT:()=\u003eu,SR:()=\u003es});var n=r(384),i=r(9417),o=r(7767),a=r(6154);function s(e){return!!(0,n.dV)().o.MO\u0026\u0026(0,o.V)(e)\u0026\u0026!0===(0,i.gD)(e,\\\"session_trace.enabled\\\")}function c(e){return!0===(0,i.gD)(e,\\\"session_replay.preload\\\")\u0026\u0026s(e)}function u(e,t){const r=t.correctAbsoluteTimestamp(e);return{originalTimestamp:e,correctedTimestamp:r,timestampDiff:e-r,originTime:a.WN,correctedOriginTime:t.correctedOriginTime,originTimeDiff:Math.floor(a.WN-t.correctedOriginTime)}}},3738:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{He:()=\u003ei,Kp:()=\u003es,Lc:()=\u003eu,Rz:()=\u003ed,TZ:()=\u003en,bD:()=\u003eo,d3:()=\u003ea,jx:()=\u003el,uP:()=\u003ec});const n=r(860).K7.sessionTrace,i=\\\"bstResource\\\",o=\\\"resource\\\",a=\\\"-start\\\",s=\\\"-end\\\",c=\\\"fn\\\"+a,u=\\\"fn\\\"+s,d=\\\"pushState\\\",l=1e3},3962:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{AM:()=\u003eo,O2:()=\u003ec,Qu:()=\u003eu,TZ:()=\u003es,ih:()=\u003ed,pP:()=\u003ea,tC:()=\u003ei});var n=r(860);const i=[\\\"click\\\",\\\"keydown\\\",\\\"submit\\\",\\\"popstate\\\"],o=\\\"api\\\",a=\\\"initialPageLoad\\\",s=n.K7.softNav,c={INITIAL_PAGE_LOAD:\\\"\\\",ROUTE_CHANGE:1,UNSPECIFIED:2},u={INTERACTION:1,AJAX:2,CUSTOM_END:3,CUSTOM_TRACER:4},d={IP:\\\"in progress\\\",FIN:\\\"finished\\\",CAN:\\\"cancelled\\\"}},7378:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{$p:()=\u003ex,BR:()=\u003eb,Kp:()=\u003eR,L3:()=\u003ey,Lc:()=\u003ec,NC:()=\u003eo,SG:()=\u003ed,TZ:()=\u003ei,U6:()=\u003ep,UT:()=\u003em,d3:()=\u003ew,dT:()=\u003ef,e5:()=\u003eT,gx:()=\u003ev,l9:()=\u003el,oW:()=\u003eh,op:()=\u003eg,rw:()=\u003eu,tH:()=\u003eA,uP:()=\u003es,wW:()=\u003eE,xq:()=\u003ea});var n=r(384);const i=r(860).K7.spa,o=[\\\"click\\\",\\\"submit\\\",\\\"keypress\\\",\\\"keydown\\\",\\\"keyup\\\",\\\"change\\\"],a=999,s=\\\"fn-start\\\",c=\\\"fn-end\\\",u=\\\"cb-start\\\",d=\\\"api-ixn-\\\",l=\\\"remaining\\\",f=\\\"interaction\\\",h=\\\"spaNode\\\",p=\\\"jsonpNode\\\",g=\\\"fetch-start\\\",m=\\\"fetch-done\\\",v=\\\"fetch-body-\\\",b=\\\"jsonp-end\\\",y=(0,n.dV)().o.ST,w=\\\"-start\\\",R=\\\"-end\\\",x=\\\"-body\\\",E=\\\"cb\\\"+R,T=\\\"jsTime\\\",A=\\\"fetch\\\"},4234:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{W:()=\u003eo});var n=r(7836),i=r(1687);class o{constructor(e,t){this.agentIdentifier=e,this.ee=n.ee.get(e),this.featureName=t,this.blocked=!1}deregisterDrain(){(0,i.x3)(this.agentIdentifier,this.featureName)}}},7767:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{V:()=\u003eo});var n=r(9417),i=r(6154);const o=e=\u003ei.RI\u0026\u0026!0===(0,n.gD)(e,\\\"privacy.cookies_enabled\\\")},425:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{j:()=\u003ej});var n=r(860),i=r(2555),o=r(3371),a=r(9908),s=r(7836),c=r(1687),u=r(5289),d=r(6154),l=r(944),f=r(3969),h=r(384),p=r(6344);const g=[\\\"setErrorHandler\\\",\\\"finished\\\",\\\"addToTrace\\\",\\\"addRelease\\\",\\\"recordCustomEvent\\\",\\\"addPageAction\\\",\\\"setCurrentRouteName\\\",\\\"setPageViewName\\\",\\\"setCustomAttribute\\\",\\\"interaction\\\",\\\"noticeError\\\",\\\"setUserId\\\",\\\"setApplicationVersion\\\",\\\"start\\\",p.G4.RECORD,p.G4.PAUSE,\\\"log\\\",\\\"wrapLogger\\\"],m=[\\\"setErrorHandler\\\",\\\"finished\\\",\\\"addToTrace\\\",\\\"addRelease\\\"];var v=r(1863),b=r(2614),y=r(993),w=r(3785),R=r(2646),x=r(3434);const E=new Map;function T(e,t,r,n){if(\\\"object\\\"!=typeof t||!t||\\\"string\\\"!=typeof r||!r||\\\"function\\\"!=typeof t[r])return(0,l.R)(29);const i=function(e){return(e||s.ee).get(\\\"logger\\\")}(e),o=(0,x.YM)(i),a=new R.y(s.P);a.level=n.level,a.customAttributes=n.customAttributes;const c=t[r]?.[x.Jt]||t[r];return E.set(c,a),o.inPlace(t,[r],\\\"wrap-logger-\\\",(()=\u003eE.get(c))),i}function A(){const e=(0,h.pV)();g.forEach((t=\u003e{e[t]=(...r)=\u003efunction(t,...r){let n=[];return Object.values(e.initializedAgents).forEach((e=\u003e{e\u0026\u0026e.api?e.exposed\u0026\u0026e.api[t]\u0026\u0026n.push(e.api[t](...r)):(0,l.R)(38,t)})),n.length\u003e1?n:n[0]}(t,...r)}))}const S={};var N=r(9417),_=r(5603),O=r(5284);const I=e=\u003e{const t=e.startsWith(\\\"http\\\");e+=\\\"/\\\",r.p=t?e:\\\"https://\\\"+e};let P=!1;function j(e,t={},g,R){let{init:x,info:E,loader_config:j,runtime:C={},exposed:k=!0}=t;C.loaderType=g;const L=(0,h.pV)();E||(x=L.init,E=L.info,j=L.loader_config),(0,N.xN)(e.agentIdentifier,x||{}),(0,_.a)(e.agentIdentifier,j||{}),E.jsAttributes??={},d.bv\u0026\u0026(E.jsAttributes.isWorker=!0),(0,i.x1)(e.agentIdentifier,E);const H=(0,N.D0)(e.agentIdentifier),M=[E.beacon,E.errorBeacon];P||(H.proxy.assets\u0026\u0026(I(H.proxy.assets),M.push(H.proxy.assets)),H.proxy.beacon\u0026\u0026M.push(H.proxy.beacon),A(),(0,h.US)(\\\"activatedFeatures\\\",O.B),e.runSoftNavOverSpa\u0026\u0026=!0===H.soft_navigations.enabled\u0026\u0026H.feature_flags.includes(\\\"soft_nav\\\")),C.denyList=[...H.ajax.deny_list||[],...H.ajax.block_internal?M:[]],C.ptid=e.agentIdentifier,(0,o.V)(e.agentIdentifier,C),e.ee=s.ee.get(e.agentIdentifier),void 0===e.api\u0026\u0026(e.api=function(e,t,h=!1){t||(0,c.Ak)(e,\\\"api\\\");const g={};var R=s.ee.get(e),x=R.get(\\\"tracer\\\");S[e]=b.g.OFF,R.on(p.G4.REPLAY_RUNNING,(t=\u003e{S[e]=t}));var E=\\\"api-\\\",A=E+\\\"ixn-\\\";function N(t,r,n,o){const a=(0,i.Vp)(e);return null===r?delete a.jsAttributes[t]:(0,i.x1)(e,{...a,jsAttributes:{...a.jsAttributes,[t]:r}}),I(E,n,!0,o||null===r?\\\"session\\\":void 0)(t,r)}function _(){}g.log=function(e,{customAttributes:t={},level:r=y.p_.INFO}={}){(0,a.p)(f.xV,[\\\"API/log/called\\\"],void 0,n.K7.metrics,R),(0,w.R)(R,e,t,r)},g.wrapLogger=(e,t,{customAttributes:r={},level:i=y.p_.INFO}={})=\u003e{(0,a.p)(f.xV,[\\\"API/wrapLogger/called\\\"],void 0,n.K7.metrics,R),T(R,e,t,{customAttributes:r,level:i})},m.forEach((e=\u003e{g[e]=I(E,e,!0,\\\"api\\\")})),g.addPageAction=I(E,\\\"addPageAction\\\",!0,n.K7.genericEvents),g.recordCustomEvent=I(E,\\\"recordCustomEvent\\\",!0,n.K7.genericEvents),g.setPageViewName=function(t,r){if(\\\"string\\\"==typeof t)return\\\"/\\\"!==t.charAt(0)\u0026\u0026(t=\\\"/\\\"+t),(0,o.f)(e).customTransaction=(r||\\\"http://custom.transaction\\\")+t,I(E,\\\"setPageViewName\\\",!0)()},g.setCustomAttribute=function(e,t,r=!1){if(\\\"string\\\"==typeof e){if([\\\"string\\\",\\\"number\\\",\\\"boolean\\\"].includes(typeof t)||null===t)return N(e,t,\\\"setCustomAttribute\\\",r);(0,l.R)(40,typeof t)}else(0,l.R)(39,typeof e)},g.setUserId=function(e){if(\\\"string\\\"==typeof e||null===e)return N(\\\"enduser.id\\\",e,\\\"setUserId\\\",!0);(0,l.R)(41,typeof e)},g.setApplicationVersion=function(e){if(\\\"string\\\"==typeof e||null===e)return N(\\\"application.version\\\",e,\\\"setApplicationVersion\\\",!1);(0,l.R)(42,typeof e)},g.start=()=\u003e{try{(0,a.p)(f.xV,[\\\"API/start/called\\\"],void 0,n.K7.metrics,R),R.emit(\\\"manual-start-all\\\")}catch(e){(0,l.R)(23,e)}},g[p.G4.RECORD]=function(){(0,a.p)(f.xV,[\\\"API/recordReplay/called\\\"],void 0,n.K7.metrics,R),(0,a.p)(p.G4.RECORD,[],void 0,n.K7.sessionReplay,R)},g[p.G4.PAUSE]=function(){(0,a.p)(f.xV,[\\\"API/pauseReplay/called\\\"],void 0,n.K7.metrics,R),(0,a.p)(p.G4.PAUSE,[],void 0,n.K7.sessionReplay,R)},g.interaction=function(e){return(new _).get(\\\"object\\\"==typeof e?e:{})};const O=_.prototype={createTracer:function(e,t){var r={},i=this,o=\\\"function\\\"==typeof t;return(0,a.p)(f.xV,[\\\"API/createTracer/called\\\"],void 0,n.K7.metrics,R),h||(0,a.p)(A+\\\"tracer\\\",[(0,v.t)(),e,r],i,n.K7.spa,R),function(){if(x.emit((o?\\\"\\\":\\\"no-\\\")+\\\"fn-start\\\",[(0,v.t)(),i,o],r),o)try{return t.apply(this,arguments)}catch(e){const t=\\\"string\\\"==typeof e?new Error(e):e;throw x.emit(\\\"fn-err\\\",[arguments,this,t],r),t}finally{x.emit(\\\"fn-end\\\",[(0,v.t)()],r)}}}};function I(e,t,r,i){return function(){return(0,a.p)(f.xV,[\\\"API/\\\"+t+\\\"/called\\\"],void 0,n.K7.metrics,R),i\u0026\u0026(0,a.p)(e+t,[r?(0,v.t)():performance.now(),...arguments],r?null:this,i,R),r?void 0:this}}function P(){r.e(478).then(r.bind(r,8778)).then((({setAPI:t})=\u003e{t(e),(0,c.Ze)(e,\\\"api\\\")})).catch((e=\u003e{(0,l.R)(27,e),R.abort()}))}return[\\\"actionText\\\",\\\"setName\\\",\\\"setAttribute\\\",\\\"save\\\",\\\"ignore\\\",\\\"onEnd\\\",\\\"getContext\\\",\\\"end\\\",\\\"get\\\"].forEach((e=\u003e{O[e]=I(A,e,void 0,h?n.K7.softNav:n.K7.spa)})),g.setCurrentRouteName=h?I(A,\\\"routeName\\\",void 0,n.K7.softNav):I(E,\\\"routeName\\\",!0,n.K7.spa),g.noticeError=function(t,r){\\\"string\\\"==typeof t\u0026\u0026(t=new Error(t)),(0,a.p)(f.xV,[\\\"API/noticeError/called\\\"],void 0,n.K7.metrics,R),(0,a.p)(\\\"err\\\",[t,(0,v.t)(),!1,r,!!S[e]],void 0,n.K7.jserrors,R)},d.RI?(0,u.GG)((()=\u003eP()),!0):P(),g}(e.agentIdentifier,R,e.runSoftNavOverSpa)),void 0===e.exposed\u0026\u0026(e.exposed=k),P=!0}},8374:(e,t,r)=\u003e{r.nc=(()=\u003e{try{return document?.currentScript?.nonce}catch(e){}return\\\"\\\"})()},860:(e,t,r)=\u003e{\\\"use strict\\\";r.d(t,{$J:()=\u003eu,K7:()=\u003es,P3:()=\u003ec,XX:()=\u003ei,qY:()=\u003en,v4:()=\u003ea});const n=\\\"events\\\",i=\\\"jserrors\\\",o=\\\"browser/blobs\\\",a=\\\"rum\\\",s={ajax:\\\"ajax\\\",genericEvents:\\\"generic_events\\\",jserrors:i,logging:\\\"logging\\\",metrics:\\\"metrics\\\",pageAction:\\\"page_action\\\",pageViewEvent:\\\"page_view_event\\\",pageViewTiming:\\\"page_view_timing\\\",sessionReplay:\\\"session_replay\\\",sessionTrace:\\\"session_trace\\\",softNav:\\\"soft_navigations\\\",spa:\\\"spa\\\"},c={[s.pageViewEvent]:1,[s.pageViewTiming]:2,[s.metrics]:3,[s.jserrors]:4,[s.spa]:5,[s.ajax]:6,[s.sessionTrace]:7,[s.softNav]:8,[s.sessionReplay]:9,[s.logging]:10,[s.genericEvents]:11},u={[s.pageViewEvent]:a,[s.pageViewTiming]:n,[s.ajax]:n,[s.spa]:n,[s.softNav]:n,[s.metrics]:i,[s.jserrors]:i,[s.sessionTrace]:o,[s.sessionReplay]:o,[s.logging]:\\\"browser/logs\\\",[s.genericEvents]:\\\"ins\\\"}}},n={};function i(e){var t=n[e];if(void 0!==t)return t.exports;var o=n[e]={exports:{}};return r[e](o,o.exports,i),o.exports}i.m=r,i.d=(e,t)=\u003e{for(var r in t)i.o(t,r)\u0026\u0026!i.o(e,r)\u0026\u0026Object.defineProperty(e,r,{enumerable:!0,get:t[r]})},i.f={},i.e=e=\u003ePromise.all(Object.keys(i.f).reduce(((t,r)=\u003e(i.f[r](e,t),t)),[])),i.u=e=\u003e({212:\\\"nr-spa-compressor\\\",249:\\\"nr-spa-recorder\\\",478:\\\"nr-spa\\\"}[e]+\\\"-1.281.0.min.js\\\"),i.o=(e,t)=\u003eObject.prototype.hasOwnProperty.call(e,t),e={},t=\\\"NRBA-1.281.0.PROD:\\\",i.l=(r,n,o,a)=\u003e{if(e[r])e[r].push(n);else{var s,c;if(void 0!==o)for(var u=document.getElementsByTagName(\\\"script\\\"),d=0;d\u003cu.length;d++){var l=u[d];if(l.getAttribute(\\\"src\\\")==r||l.getAttribute(\\\"data-webpack\\\")==t+o){s=l;break}}if(!s){c=!0;var f={478:\\\"sha512-jmvAlmjCn64ans8tLueqHRlBI/iWekylsDWb94A77CG0ukSriVDvgD3dThx+XjUSBBBMYhFn8B1a18fViyBPEQ==\\\",249:\\\"sha512-ICY/ZrcytM/86t5KFy+9OAWVYmNNJy10EBtxoSUGjQWuZx53p/eLo+L8HfrGjvHuRHRnutqLTGSnvNttffJkaA==\\\",212:\\\"sha512-pQSn+X/RfBOvx/49HvlghaiXMLhhDQXTi13n1N2XMpDquWJgs9U0pbqE3RbAnYC9nsdaTu/RVGvneEPv1fpCxA==\\\"};(s=document.createElement(\\\"script\\\")).charset=\\\"utf-8\\\",s.timeout=120,i.nc\u0026\u0026s.setAttribute(\\\"nonce\\\",i.nc),s.setAttribute(\\\"data-webpack\\\",t+o),s.src=r,0!==s.src.indexOf(window.location.origin+\\\"/\\\")\u0026\u0026(s.crossOrigin=\\\"anonymous\\\"),f[a]\u0026\u0026(s.integrity=f[a])}e[r]=[n];var h=(t,n)=\u003e{s.onerror=s.onload=null,clearTimeout(p);var i=e[r];if(delete e[r],s.parentNode\u0026\u0026s.parentNode.removeChild(s),i\u0026\u0026i.forEach((e=\u003ee(n))),t)return t(n)},p=setTimeout(h.bind(null,void 0,{type:\\\"timeout\\\",target:s}),12e4);s.onerror=h.bind(null,s.onerror),s.onload=h.bind(null,s.onload),c\u0026\u0026document.head.appendChild(s)}},i.r=e=\u003e{\\\"undefined\\\"!=typeof Symbol\u0026\u0026Symbol.toStringTag\u0026\u0026Object.defineProperty(e,Symbol.toStringTag,{value:\\\"Module\\\"}),Object.defineProperty(e,\\\"__esModule\\\",{value:!0})},i.p=\\\"https://js-agent.newrelic.com/\\\",(()=\u003e{var e={38:0,788:0};i.f.j=(t,r)=\u003e{var n=i.o(e,t)?e[t]:void 0;if(0!==n)if(n)r.push(n[2]);else{var o=new Promise(((r,i)=\u003en=e[t]=[r,i]));r.push(n[2]=o);var a=i.p+i.u(t),s=new Error;i.l(a,(r=\u003e{if(i.o(e,t)\u0026\u0026(0!==(n=e[t])\u0026\u0026(e[t]=void 0),n)){var o=r\u0026\u0026(\\\"load\\\"===r.type?\\\"missing\\\":r.type),a=r\u0026\u0026r.target\u0026\u0026r.target.src;s.message=\\\"Loading chunk \\\"+t+\\\" failed.\\\\n(\\\"+o+\\\": \\\"+a+\\\")\\\",s.name=\\\"ChunkLoadError\\\",s.type=o,s.request=a,n[1](s)}}),\\\"chunk-\\\"+t,t)}};var t=(t,r)=\u003e{var n,o,[a,s,c]=r,u=0;if(a.some((t=\u003e0!==e[t]))){for(n in s)i.o(s,n)\u0026\u0026(i.m[n]=s[n]);if(c)c(i)}for(t\u0026\u0026t(r);u\u003ca.length;u++)o=a[u],i.o(e,o)\u0026\u0026e[o]\u0026\u0026e[o][0](),e[o]=0},r=self[\\\"webpackChunk:NRBA-1.281.0.PROD\\\"]=self[\\\"webpackChunk:NRBA-1.281.0.PROD\\\"]||[];r.forEach(t.bind(null,0)),r.push=t.bind(null,r.push.bind(r))})(),(()=\u003e{\\\"use strict\\\";i(8374);var e=i(944),t=i(6344),r=i(9566);class n{agentIdentifier;constructor(){this.agentIdentifier=(0,r.LA)(16)}#e(t,...r){if(\\\"function\\\"==typeof this.api?.[t])return this.api[t](...r);(0,e.R)(35,t)}addPageAction(e,t){return this.#e(\\\"addPageAction\\\",e,t)}recordCustomEvent(e,t){return this.#e(\\\"recordCustomEvent\\\",e,t)}setPageViewName(e,t){return this.#e(\\\"setPageViewName\\\",e,t)}setCustomAttribute(e,t,r){return this.#e(\\\"setCustomAttribute\\\",e,t,r)}noticeError(e,t){return this.#e(\\\"noticeError\\\",e,t)}setUserId(e){return this.#e(\\\"setUserId\\\",e)}setApplicationVersion(e){return this.#e(\\\"setApplicationVersion\\\",e)}setErrorHandler(e){return this.#e(\\\"setErrorHandler\\\",e)}addRelease(e,t){return this.#e(\\\"addRelease\\\",e,t)}log(e,t){return this.#e(\\\"log\\\",e,t)}}class o extends n{#e(t,...r){if(\\\"function\\\"==typeof this.api?.[t])return this.api[t](...r);(0,e.R)(35,t)}start(){return this.#e(\\\"start\\\")}finished(e){return this.#e(\\\"finished\\\",e)}recordReplay(){return this.#e(t.G4.RECORD)}pauseReplay(){return this.#e(t.G4.PAUSE)}addToTrace(e){return this.#e(\\\"addToTrace\\\",e)}setCurrentRouteName(e){return this.#e(\\\"setCurrentRouteName\\\",e)}interaction(){return this.#e(\\\"interaction\\\")}wrapLogger(e,t,r){return this.#e(\\\"wrapLogger\\\",e,t,r)}}var a=i(860),s=i(9417);const c=Object.values(a.K7);function u(e){const t={};return c.forEach((r=\u003e{t[r]=function(e,t){return!0===(0,s.gD)(t,\\\"\\\".concat(e,\\\".enabled\\\"))}(r,e)})),t}var d=i(425);var l=i(1687),f=i(4234),h=i(5289),p=i(6154),g=i(5270),m=i(7767),v=i(6389);class b extends f.W{constructor(e,t,r=!0){super(e.agentIdentifier,t),this.auto=r,this.abortHandler=void 0,this.featAggregate=void 0,this.onAggregateImported=void 0,!1===e.init[this.featureName].autoStart\u0026\u0026(this.auto=!1),this.auto?(0,l.Ak)(e.agentIdentifier,t):this.ee.on(\\\"manual-start-all\\\",(0,v.J)((()=\u003e{(0,l.Ak)(e.agentIdentifier,this.featureName),this.auto=!0,this.importAggregator(e)})))}importAggregator(t,r={}){if(this.featAggregate||!this.auto)return;let n;this.onAggregateImported=new Promise((e=\u003e{n=e}));const o=async()=\u003e{let o;try{if((0,m.V)(this.agentIdentifier)){const{setupAgentSession:e}=await i.e(478).then(i.bind(i,6526));o=e(t)}}catch(t){(0,e.R)(20,t),this.ee.emit(\\\"internal-error\\\",[t]),this.featureName===a.K7.sessionReplay\u0026\u0026this.abortHandler?.()}try{if(!this.#t(this.featureName,o))return(0,l.Ze)(this.agentIdentifier,this.featureName),void n(!1);const{lazyFeatureLoader:e}=await i.e(478).then(i.bind(i,6103)),{Aggregate:a}=await e(this.featureName,\\\"aggregate\\\");this.featAggregate=new a(t,r),t.runtime.harvester.initializedAggregates.push(this.featAggregate),n(!0)}catch(t){(0,e.R)(34,t),this.abortHandler?.(),(0,l.Ze)(this.agentIdentifier,this.featureName,!0),n(!1),this.ee\u0026\u0026this.ee.abort()}};p.RI?(0,h.GG)((()=\u003eo()),!0):o()}#t(e,t){switch(e){case a.K7.sessionReplay:return(0,g.SR)(this.agentIdentifier)\u0026\u0026!!t;case a.K7.sessionTrace:return!!t;default:return!0}}}var y=i(6630);class w extends b{static featureName=y.T;constructor(e,t=!0){super(e,y.T,t),this.importAggregator(e)}}var R=i(384);var x=i(9908),E=i(2843),T=i(3878),A=i(782),S=i(1863);class N extends b{static featureName=A.T;constructor(e,t=!0){super(e,A.T,t),p.RI\u0026\u0026((0,E.u)((()=\u003e(0,x.p)(\\\"docHidden\\\",[(0,S.t)()],void 0,A.T,this.ee)),!0),(0,T.sp)(\\\"pagehide\\\",(()=\u003e(0,x.p)(\\\"winPagehide\\\",[(0,S.t)()],void 0,A.T,this.ee))),this.importAggregator(e))}}var _=i(3969);class O extends b{static featureName=_.TZ;constructor(e,t=!0){super(e,_.TZ,t),this.importAggregator(e)}}var I=i(6774),P=i(3304);class j{constructor(e,t,r,n,i){this.name=\\\"UncaughtError\\\",this.message=\\\"string\\\"==typeof e?e:(0,P.A)(e),this.sourceURL=t,this.line=r,this.column=n,this.__newrelic=i}}function C(e){return H(e)?e:new j(void 0!==e?.message?e.message:e,e?.filename||e?.sourceURL,e?.lineno||e?.line,e?.colno||e?.col,e?.__newrelic)}function k(e){const t=\\\"Unhandled Promise Rejection\\\";if(!e?.reason)return;if(H(e.reason))try{return e.reason.message=t+\\\": \\\"+e.reason.message,C(e.reason)}catch(t){return C(e.reason)}const r=C(e.reason);return r.message=t+\\\": \\\"+r?.message,r}function L(e){if(e.error instanceof SyntaxError\u0026\u0026!/:\\\\d+$/.test(e.error.stack?.trim())){const t=new j(e.message,e.filename,e.lineno,e.colno,e.error.__newrelic);return t.name=SyntaxError.name,t}return H(e.error)?e.error:C(e)}function H(e){return e instanceof Error\u0026\u0026!!e.stack}class M extends b{static featureName=I.T;#r=!1;constructor(e,r=!0){super(e,I.T,r);try{this.removeOnAbort=new AbortController}catch(e){}this.ee.on(\\\"internal-error\\\",((e,t)=\u003e{this.abortHandler\u0026\u0026(0,x.p)(\\\"ierr\\\",[C(e),(0,S.t)(),!0,{},this.#r,t],void 0,this.featureName,this.ee)})),this.ee.on(t.G4.REPLAY_RUNNING,(e=\u003e{this.#r=e})),p.gm.addEventListener(\\\"unhandledrejection\\\",(e=\u003e{this.abortHandler\u0026\u0026(0,x.p)(\\\"err\\\",[k(e),(0,S.t)(),!1,{unhandledPromiseRejection:1},this.#r],void 0,this.featureName,this.ee)}),(0,T.jT)(!1,this.removeOnAbort?.signal)),p.gm.addEventListener(\\\"error\\\",(e=\u003e{this.abortHandler\u0026\u0026(0,x.p)(\\\"err\\\",[L(e),(0,S.t)(),!1,{},this.#r],void 0,this.featureName,this.ee)}),(0,T.jT)(!1,this.removeOnAbort?.signal)),this.abortHandler=this.#n,this.importAggregator(e)}#n(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var D=i(8990);let K=1;const U=\\\"nr@id\\\";function V(e){const t=typeof e;return!e||\\\"object\\\"!==t\u0026\u0026\\\"function\\\"!==t?-1:e===p.gm?0:(0,D.I)(e,U,(function(){return K++}))}function G(e){if(\\\"string\\\"==typeof e\u0026\u0026e.length)return e.length;if(\\\"object\\\"==typeof e){if(\\\"undefined\\\"!=typeof ArrayBuffer\u0026\u0026e instanceof ArrayBuffer\u0026\u0026e.byteLength)return e.byteLength;if(\\\"undefined\\\"!=typeof Blob\u0026\u0026e instanceof Blob\u0026\u0026e.size)return e.size;if(!(\\\"undefined\\\"!=typeof FormData\u0026\u0026e instanceof FormData))try{return(0,P.A)(e).length}catch(e){return}}}var F=i(8139),B=i(7836),W=i(3434);const z={},q=[\\\"open\\\",\\\"send\\\"];function Z(t){var r=t||B.ee;const n=function(e){return(e||B.ee).get(\\\"xhr\\\")}(r);if(void 0===p.gm.XMLHttpRequest)return n;if(z[n.debugId]++)return n;z[n.debugId]=1,(0,F.u)(r);var i=(0,W.YM)(n),o=p.gm.XMLHttpRequest,a=p.gm.MutationObserver,s=p.gm.Promise,c=p.gm.setInterval,u=\\\"readystatechange\\\",d=[\\\"onload\\\",\\\"onerror\\\",\\\"onabort\\\",\\\"onloadstart\\\",\\\"onloadend\\\",\\\"onprogress\\\",\\\"ontimeout\\\"],l=[],f=p.gm.XMLHttpRequest=function(t){const r=new o(t),a=n.context(r);try{n.emit(\\\"new-xhr\\\",[r],a),r.addEventListener(u,(s=a,function(){var e=this;e.readyState\u003e3\u0026\u0026!s.resolved\u0026\u0026(s.resolved=!0,n.emit(\\\"xhr-resolved\\\",[],e)),i.inPlace(e,d,\\\"fn-\\\",y)}),(0,T.jT)(!1))}catch(t){(0,e.R)(15,t);try{n.emit(\\\"internal-error\\\",[t])}catch(e){}}var s;return r};function h(e,t){i.inPlace(t,[\\\"onreadystatechange\\\"],\\\"fn-\\\",y)}if(function(e,t){for(var r in e)t[r]=e[r]}(o,f),f.prototype=o.prototype,i.inPlace(f.prototype,q,\\\"-xhr-\\\",y),n.on(\\\"send-xhr-start\\\",(function(e,t){h(e,t),function(e){l.push(e),a\u0026\u0026(g?g.then(b):c?c(b):(m=-m,v.data=m))}(t)})),n.on(\\\"open-xhr-start\\\",h),a){var g=s\u0026\u0026s.resolve();if(!c\u0026\u0026!s){var m=1,v=document.createTextNode(m);new a(b).observe(v,{characterData:!0})}}else r.on(\\\"fn-end\\\",(function(e){e[0]\u0026\u0026e[0].type===u||b()}));function b(){for(var e=0;e\u003cl.length;e++)h(0,l[e]);l.length\u0026\u0026(l=[])}function y(e,t){return t}return n}var Y=\\\"fetch-\\\",X=Y+\\\"body-\\\",J=[\\\"arrayBuffer\\\",\\\"blob\\\",\\\"json\\\",\\\"text\\\",\\\"formData\\\"],Q=p.gm.Request,ee=p.gm.Response,te=\\\"prototype\\\";const re={};function ne(e){const t=function(e){return(e||B.ee).get(\\\"fetch\\\")}(e);if(!(Q\u0026\u0026ee\u0026\u0026p.gm.fetch))return t;if(re[t.debugId]++)return t;function r(e,r,n){var i=e[r];\\\"function\\\"==typeof i\u0026\u0026(e[r]=function(){var e,r=[...arguments],o={};t.emit(n+\\\"before-start\\\",[r],o),o[B.P]\u0026\u0026o[B.P].dt\u0026\u0026(e=o[B.P].dt);var a=i.apply(this,r);return t.emit(n+\\\"start\\\",[r,e],a),a.then((function(e){return t.emit(n+\\\"end\\\",[null,e],a),e}),(function(e){throw t.emit(n+\\\"end\\\",[e],a),e}))})}return re[t.debugId]=1,J.forEach((e=\u003e{r(Q[te],e,X),r(ee[te],e,X)})),r(p.gm,\\\"fetch\\\",Y),t.on(Y+\\\"end\\\",(function(e,r){var n=this;if(r){var i=r.headers.get(\\\"content-length\\\");null!==i\u0026\u0026(n.rxSize=i),t.emit(Y+\\\"done\\\",[null,r],n)}else t.emit(Y+\\\"done\\\",[e],n)})),t}var ie=i(7485),oe=i(5603);class ae{constructor(e){this.agentIdentifier=e}generateTracePayload(e){if(!this.shouldGenerateTrace(e))return null;var t=(0,oe.o)(this.agentIdentifier);if(!t)return null;var n=(t.accountID||\\\"\\\").toString()||null,i=(t.agentID||\\\"\\\").toString()||null,o=(t.trustKey||\\\"\\\").toString()||null;if(!n||!i)return null;var a=(0,r.ZF)(),s=(0,r.el)(),c=Date.now(),u={spanId:a,traceId:s,timestamp:c};return(e.sameOrigin||this.isAllowedOrigin(e)\u0026\u0026this.useTraceContextHeadersForCors())\u0026\u0026(u.traceContextParentHeader=this.generateTraceContextParentHeader(a,s),u.traceContextStateHeader=this.generateTraceContextStateHeader(a,c,n,i,o)),(e.sameOrigin\u0026\u0026!this.excludeNewrelicHeader()||!e.sameOrigin\u0026\u0026this.isAllowedOrigin(e)\u0026\u0026this.useNewrelicHeaderForCors())\u0026\u0026(u.newrelicHeader=this.generateTraceHeader(a,s,c,n,i,o)),u}generateTraceContextParentHeader(e,t){return\\\"00-\\\"+t+\\\"-\\\"+e+\\\"-01\\\"}generateTraceContextStateHeader(e,t,r,n,i){return i+\\\"@nr=0-1-\\\"+r+\\\"-\\\"+n+\\\"-\\\"+e+\\\"----\\\"+t}generateTraceHeader(e,t,r,n,i,o){if(!(\\\"function\\\"==typeof p.gm?.btoa))return null;var a={v:[0,1],d:{ty:\\\"Browser\\\",ac:n,ap:i,id:e,tr:t,ti:r}};return o\u0026\u0026n!==o\u0026\u0026(a.d.tk=o),btoa((0,P.A)(a))}shouldGenerateTrace(e){return this.isDtEnabled()\u0026\u0026this.isAllowedOrigin(e)}isAllowedOrigin(e){var t=!1,r={};if((0,s.gD)(this.agentIdentifier,\\\"distributed_tracing\\\")\u0026\u0026(r=(0,s.D0)(this.agentIdentifier).distributed_tracing),e.sameOrigin)t=!0;else if(r.allowed_origins instanceof Array)for(var n=0;n\u003cr.allowed_origins.length;n++){var i=(0,ie.D)(r.allowed_origins[n]);if(e.hostname===i.hostname\u0026\u0026e.protocol===i.protocol\u0026\u0026e.port===i.port){t=!0;break}}return t}isDtEnabled(){var e=(0,s.gD)(this.agentIdentifier,\\\"distributed_tracing\\\");return!!e\u0026\u0026!!e.enabled}excludeNewrelicHeader(){var e=(0,s.gD)(this.agentIdentifier,\\\"distributed_tracing\\\");return!!e\u0026\u0026!!e.exclude_newrelic_header}useNewrelicHeaderForCors(){var e=(0,s.gD)(this.agentIdentifier,\\\"distributed_tracing\\\");return!!e\u0026\u0026!1!==e.cors_use_newrelic_header}useTraceContextHeadersForCors(){var e=(0,s.gD)(this.agentIdentifier,\\\"distributed_tracing\\\");return!!e\u0026\u0026!!e.cors_use_tracecontext_headers}}var se=i(9300),ce=i(7295),ue=[\\\"load\\\",\\\"error\\\",\\\"abort\\\",\\\"timeout\\\"],de=ue.length,le=(0,R.dV)().o.REQ,fe=(0,R.dV)().o.XHR;class he extends b{static featureName=se.T;constructor(e,t=!0){super(e,se.T,t),this.dt=new ae(e.agentIdentifier),this.handler=(e,t,r,n)=\u003e(0,x.p)(e,t,r,n,this.ee);try{const e={xmlhttprequest:\\\"xhr\\\",fetch:\\\"fetch\\\",beacon:\\\"beacon\\\"};p.gm?.performance?.getEntriesByType(\\\"resource\\\").forEach((t=\u003e{if(t.initiatorType in e\u0026\u00260!==t.responseStatus){const r={status:t.responseStatus},n={rxSize:t.transferSize,duration:Math.floor(t.duration),cbTime:0};pe(r,t.name),this.handler(\\\"xhr\\\",[r,n,t.startTime,t.responseEnd,e[t.initiatorType]],void 0,a.K7.ajax)}}))}catch(e){}ne(this.ee),Z(this.ee),function(e,t,r,n){function i(e){var t=this;t.totalCbs=0,t.called=0,t.cbTime=0,t.end=R,t.ended=!1,t.xhrGuids={},t.lastSize=null,t.loadCaptureCalled=!1,t.params=this.params||{},t.metrics=this.metrics||{},e.addEventListener(\\\"load\\\",(function(r){E(t,e)}),(0,T.jT)(!1)),p.lR||e.addEventListener(\\\"progress\\\",(function(e){t.lastSize=e.loaded}),(0,T.jT)(!1))}function o(e){this.params={method:e[0]},pe(this,e[1]),this.metrics={}}function s(t,r){e.loader_config.xpid\u0026\u0026this.sameOrigin\u0026\u0026r.setRequestHeader(\\\"X-NewRelic-ID\\\",e.loader_config.xpid);var i=n.generateTracePayload(this.parsedOrigin);if(i){var o=!1;i.newrelicHeader\u0026\u0026(r.setRequestHeader(\\\"newrelic\\\",i.newrelicHeader),o=!0),i.traceContextParentHeader\u0026\u0026(r.setRequestHeader(\\\"traceparent\\\",i.traceContextParentHeader),i.traceContextStateHeader\u0026\u0026r.setRequestHeader(\\\"tracestate\\\",i.traceContextStateHeader),o=!0),o\u0026\u0026(this.dt=i)}}function c(e,r){var n=this.metrics,i=e[0],o=this;if(n\u0026\u0026i){var a=G(i);a\u0026\u0026(n.txSize=a)}this.startTime=(0,S.t)(),this.body=i,this.listener=function(e){try{\\\"abort\\\"!==e.type||o.loadCaptureCalled||(o.params.aborted=!0),(\\\"load\\\"!==e.type||o.called===o.totalCbs\u0026\u0026(o.onloadCalled||\\\"function\\\"!=typeof r.onload)\u0026\u0026\\\"function\\\"==typeof o.end)\u0026\u0026o.end(r)}catch(e){try{t.emit(\\\"internal-error\\\",[e])}catch(e){}}};for(var s=0;s\u003cde;s++)r.addEventListener(ue[s],this.listener,(0,T.jT)(!1))}function u(e,t,r){this.cbTime+=e,t?this.onloadCalled=!0:this.called+=1,this.called!==this.totalCbs||!this.onloadCalled\u0026\u0026\\\"function\\\"==typeof r.onload||\\\"function\\\"!=typeof this.end||this.end(r)}function d(e,t){var r=\\\"\\\"+V(e)+!!t;this.xhrGuids\u0026\u0026!this.xhrGuids[r]\u0026\u0026(this.xhrGuids[r]=!0,this.totalCbs+=1)}function l(e,t){var r=\\\"\\\"+V(e)+!!t;this.xhrGuids\u0026\u0026this.xhrGuids[r]\u0026\u0026(delete this.xhrGuids[r],this.totalCbs-=1)}function f(){this.endTime=(0,S.t)()}function h(e,r){r instanceof fe\u0026\u0026\\\"load\\\"===e[0]\u0026\u0026t.emit(\\\"xhr-load-added\\\",[e[1],e[2]],r)}function g(e,r){r instanceof fe\u0026\u0026\\\"load\\\"===e[0]\u0026\u0026t.emit(\\\"xhr-load-removed\\\",[e[1],e[2]],r)}function m(e,t,r){t instanceof fe\u0026\u0026(\\\"onload\\\"===r\u0026\u0026(this.onload=!0),(\\\"load\\\"===(e[0]\u0026\u0026e[0].type)||this.onload)\u0026\u0026(this.xhrCbStart=(0,S.t)()))}function v(e,r){this.xhrCbStart\u0026\u0026t.emit(\\\"xhr-cb-time\\\",[(0,S.t)()-this.xhrCbStart,this.onload,r],r)}function b(e){var t,r=e[1]||{};if(\\\"string\\\"==typeof e[0]?0===(t=e[0]).length\u0026\u0026p.RI\u0026\u0026(t=\\\"\\\"+p.gm.location.href):e[0]\u0026\u0026e[0].url?t=e[0].url:p.gm?.URL\u0026\u0026e[0]\u0026\u0026e[0]instanceof URL?t=e[0].href:\\\"function\\\"==typeof e[0].toString\u0026\u0026(t=e[0].toString()),\\\"string\\\"==typeof t\u0026\u00260!==t.length){t\u0026\u0026(this.parsedOrigin=(0,ie.D)(t),this.sameOrigin=this.parsedOrigin.sameOrigin);var i=n.generateTracePayload(this.parsedOrigin);if(i\u0026\u0026(i.newrelicHeader||i.traceContextParentHeader))if(e[0]\u0026\u0026e[0].headers)s(e[0].headers,i)\u0026\u0026(this.dt=i);else{var o={};for(var a in r)o[a]=r[a];o.headers=new Headers(r.headers||{}),s(o.headers,i)\u0026\u0026(this.dt=i),e.length\u003e1?e[1]=o:e.push(o)}}function s(e,t){var r=!1;return t.newrelicHeader\u0026\u0026(e.set(\\\"newrelic\\\",t.newrelicHeader),r=!0),t.traceContextParentHeader\u0026\u0026(e.set(\\\"traceparent\\\",t.traceContextParentHeader),t.traceContextStateHeader\u0026\u0026e.set(\\\"tracestate\\\",t.traceContextStateHeader),r=!0),r}}function y(e,t){this.params={},this.metrics={},this.startTime=(0,S.t)(),this.dt=t,e.length\u003e=1\u0026\u0026(this.target=e[0]),e.length\u003e=2\u0026\u0026(this.opts=e[1]);var r,n=this.opts||{},i=this.target;\\\"string\\\"==typeof i?r=i:\\\"object\\\"==typeof i\u0026\u0026i instanceof le?r=i.url:p.gm?.URL\u0026\u0026\\\"object\\\"==typeof i\u0026\u0026i instanceof URL\u0026\u0026(r=i.href),pe(this,r);var o=(\\\"\\\"+(i\u0026\u0026i instanceof le\u0026\u0026i.method||n.method||\\\"GET\\\")).toUpperCase();this.params.method=o,this.body=n.body,this.txSize=G(n.body)||0}function w(e,t){if(this.endTime=(0,S.t)(),this.params||(this.params={}),(0,ce.iW)(this.params))return;let n;this.params.status=t?t.status:0,\\\"string\\\"==typeof this.rxSize\u0026\u0026this.rxSize.length\u003e0\u0026\u0026(n=+this.rxSize);const i={txSize:this.txSize,rxSize:n,duration:(0,S.t)()-this.startTime};r(\\\"xhr\\\",[this.params,i,this.startTime,this.endTime,\\\"fetch\\\"],this,a.K7.ajax)}function R(e){const t=this.params,n=this.metrics;if(!this.ended){this.ended=!0;for(let t=0;t\u003cde;t++)e.removeEventListener(ue[t],this.listener,!1);t.aborted||(0,ce.iW)(t)||(n.duration=(0,S.t)()-this.startTime,this.loadCaptureCalled||4!==e.readyState?null==t.status\u0026\u0026(t.status=0):E(this,e),n.cbTime=this.cbTime,r(\\\"xhr\\\",[t,n,this.startTime,this.endTime,\\\"xhr\\\"],this,a.K7.ajax))}}function E(e,r){e.params.status=r.status;var n=function(e,t){var r=e.responseType;return\\\"json\\\"===r\u0026\u0026null!==t?t:\\\"arraybuffer\\\"===r||\\\"blob\\\"===r||\\\"json\\\"===r?G(e.response):\\\"text\\\"===r||\\\"\\\"===r||void 0===r?G(e.responseText):void 0}(r,e.lastSize);if(n\u0026\u0026(e.metrics.rxSize=n),e.sameOrigin){var i=r.getResponseHeader(\\\"X-NewRelic-App-Data\\\");i\u0026\u0026((0,x.p)(_.rs,[\\\"Ajax/CrossApplicationTracing/Header/Seen\\\"],void 0,a.K7.metrics,t),e.params.cat=i.split(\\\", \\\").pop())}e.loadCaptureCalled=!0}t.on(\\\"new-xhr\\\",i),t.on(\\\"open-xhr-start\\\",o),t.on(\\\"open-xhr-end\\\",s),t.on(\\\"send-xhr-start\\\",c),t.on(\\\"xhr-cb-time\\\",u),t.on(\\\"xhr-load-added\\\",d),t.on(\\\"xhr-load-removed\\\",l),t.on(\\\"xhr-resolved\\\",f),t.on(\\\"addEventListener-end\\\",h),t.on(\\\"removeEventListener-end\\\",g),t.on(\\\"fn-end\\\",v),t.on(\\\"fetch-before-start\\\",b),t.on(\\\"fetch-start\\\",y),t.on(\\\"fn-start\\\",m),t.on(\\\"fetch-done\\\",w)}(e,this.ee,this.handler,this.dt),this.importAggregator(e)}}function pe(e,t){var r=(0,ie.D)(t),n=e.params||e;n.hostname=r.hostname,n.port=r.port,n.protocol=r.protocol,n.host=r.hostname+\\\":\\\"+r.port,n.pathname=r.pathname,e.parsedOrigin=r,e.sameOrigin=r.sameOrigin}const ge={},me=[\\\"pushState\\\",\\\"replaceState\\\"];function ve(e){const t=function(e){return(e||B.ee).get(\\\"history\\\")}(e);return!p.RI||ge[t.debugId]++||(ge[t.debugId]=1,(0,W.YM)(t).inPlace(window.history,me,\\\"-\\\")),t}var be=i(3738);const{He:ye,bD:we,d3:Re,Kp:xe,TZ:Ee,Lc:Te,uP:Ae,Rz:Se}=be;class Ne extends b{static featureName=Ee;constructor(e,t=!0){super(e,Ee,t);if(!(0,m.V)(this.agentIdentifier))return void this.deregisterDrain();const r=this.ee;let n;ve(r),this.eventsEE=(0,F.u)(r),this.eventsEE.on(Ae,(function(e,t){this.bstStart=(0,S.t)()})),this.eventsEE.on(Te,(function(e,t){(0,x.p)(\\\"bst\\\",[e[0],t,this.bstStart,(0,S.t)()],void 0,a.K7.sessionTrace,r)})),r.on(Se+Re,(function(e){this.time=(0,S.t)(),this.startPath=location.pathname+location.hash})),r.on(Se+xe,(function(e){(0,x.p)(\\\"bstHist\\\",[location.pathname+location.hash,this.startPath,this.time],void 0,a.K7.sessionTrace,r)}));try{n=new PerformanceObserver((e=\u003e{const t=e.getEntries();(0,x.p)(ye,[t],void 0,a.K7.sessionTrace,r)})),n.observe({type:we,buffered:!0})}catch(e){}this.importAggregator(e,{resourceObserver:n})}}var _e=i(2614);class Oe extends b{static featureName=t.TZ;#i;#o;constructor(e,r=!0){let n;super(e,t.TZ,r),this.replayRunning=!1,this.#o=e;try{n=JSON.parse(localStorage.getItem(\\\"\\\".concat(_e.H3,\\\"_\\\").concat(_e.uh)))}catch(e){}(0,g.SR)(e.agentIdentifier)\u0026\u0026this.ee.on(t.G4.RECORD,(()=\u003ethis.#a())),this.#s(n)?(this.#i=n?.sessionReplayMode,this.#c()):this.importAggregator(e),this.ee.on(\\\"err\\\",(e=\u003e{this.replayRunning\u0026\u0026(this.errorNoticed=!0,(0,x.p)(t.G4.ERROR_DURING_REPLAY,[e],void 0,this.featureName,this.ee))})),this.ee.on(t.G4.REPLAY_RUNNING,(e=\u003e{this.replayRunning=e}))}#s(e){return e\u0026\u0026(e.sessionReplayMode===_e.g.FULL||e.sessionReplayMode===_e.g.ERROR)||(0,g.Aw)(this.agentIdentifier)}#u=!1;async#c(e){if(!this.#u){this.#u=!0;try{const{Recorder:t}=await Promise.all([i.e(478),i.e(249)]).then(i.bind(i,8589));this.recorder??=new t({mode:this.#i,agentIdentifier:this.agentIdentifier,trigger:e,ee:this.ee,agentRef:this.#o}),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording}catch(e){}this.importAggregator(this.#o,{recorder:this.recorder,errorNoticed:this.errorNoticed})}}#a(){this.featAggregate?this.featAggregate.mode!==_e.g.FULL\u0026\u0026this.featAggregate.initializeRecording(_e.g.FULL,!0):(this.#i=_e.g.FULL,this.#c(t.Qb.API),this.recorder\u0026\u0026this.recorder.parent.mode!==_e.g.FULL\u0026\u0026(this.recorder.parent.mode=_e.g.FULL,this.recorder.stopRecording(),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording))}}var Ie=i(3962);class Pe extends b{static featureName=Ie.TZ;constructor(e,t=!0){if(super(e,Ie.TZ,t),!p.RI||!(0,R.dV)().o.MO)return;const r=ve(this.ee);Ie.tC.forEach((e=\u003e{(0,T.sp)(e,(e=\u003e{a(e)}),!0)}));const n=()=\u003e(0,x.p)(\\\"newURL\\\",[(0,S.t)(),\\\"\\\"+window.location],void 0,this.featureName,this.ee);r.on(\\\"pushState-end\\\",n),r.on(\\\"replaceState-end\\\",n);try{this.removeOnAbort=new AbortController}catch(e){}(0,T.sp)(\\\"popstate\\\",(e=\u003e(0,x.p)(\\\"newURL\\\",[e.timeStamp,\\\"\\\"+window.location],void 0,this.featureName,this.ee)),!0,this.removeOnAbort?.signal);let i=!1;const o=new((0,R.dV)().o.MO)(((e,t)=\u003e{i||(i=!0,requestAnimationFrame((()=\u003e{(0,x.p)(\\\"newDom\\\",[(0,S.t)()],void 0,this.featureName,this.ee),i=!1})))})),a=(0,v.s)((e=\u003e{(0,x.p)(\\\"newUIEvent\\\",[e],void 0,this.featureName,this.ee),o.observe(document.body,{attributes:!0,childList:!0,subtree:!0,characterData:!0})}),100,{leading:!0});this.abortHandler=function(){this.removeOnAbort?.abort(),o.disconnect(),this.abortHandler=void 0},this.importAggregator(e,{domObserver:o})}}var je=i(7378);const Ce={},ke=[\\\"appendChild\\\",\\\"insertBefore\\\",\\\"replaceChild\\\"];function Le(e){const t=function(e){return(e||B.ee).get(\\\"jsonp\\\")}(e);if(!p.RI||Ce[t.debugId])return t;Ce[t.debugId]=!0;var r=(0,W.YM)(t),n=/[?\u0026](?:callback|cb)=([^\u0026#]+)/,i=/(.*)\\\\.([^.]+)/,o=/^(\\\\w+)(\\\\.|$)(.*)$/;function a(e,t){if(!e)return t;const r=e.match(o),n=r[1];return a(r[3],t[n])}return r.inPlace(Node.prototype,ke,\\\"dom-\\\"),t.on(\\\"dom-start\\\",(function(e){!function(e){if(!e||\\\"string\\\"!=typeof e.nodeName||\\\"script\\\"!==e.nodeName.toLowerCase())return;if(\\\"function\\\"!=typeof e.addEventListener)return;var o=(s=e.src,c=s.match(n),c?c[1]:null);var s,c;if(!o)return;var u=function(e){var t=e.match(i);if(t\u0026\u0026t.length\u003e=3)return{key:t[2],parent:a(t[1],window)};return{key:e,parent:window}}(o);if(\\\"function\\\"!=typeof u.parent[u.key])return;var d={};function l(){t.emit(\\\"jsonp-end\\\",[],d),e.removeEventListener(\\\"load\\\",l,(0,T.jT)(!1)),e.removeEventListener(\\\"error\\\",f,(0,T.jT)(!1))}function f(){t.emit(\\\"jsonp-error\\\",[],d),t.emit(\\\"jsonp-end\\\",[],d),e.removeEventListener(\\\"load\\\",l,(0,T.jT)(!1)),e.removeEventListener(\\\"error\\\",f,(0,T.jT)(!1))}r.inPlace(u.parent,[u.key],\\\"cb-\\\",d),e.addEventListener(\\\"load\\\",l,(0,T.jT)(!1)),e.addEventListener(\\\"error\\\",f,(0,T.jT)(!1)),t.emit(\\\"new-jsonp\\\",[e.src],d)}(e[0])})),t}const He={};function Me(e){const t=function(e){return(e||B.ee).get(\\\"promise\\\")}(e);if(He[t.debugId])return t;He[t.debugId]=!0;var r=t.context,n=(0,W.YM)(t),i=p.gm.Promise;return i\u0026\u0026function(){function e(r){var o=t.context(),a=n(r,\\\"executor-\\\",o,null,!1);const s=Reflect.construct(i,[a],e);return t.context(s).getCtx=function(){return o},s}p.gm.Promise=e,Object.defineProperty(e,\\\"name\\\",{value:\\\"Promise\\\"}),e.toString=function(){return i.toString()},Object.setPrototypeOf(e,i),[\\\"all\\\",\\\"race\\\"].forEach((function(r){const n=i[r];e[r]=function(e){let i=!1;[...e||[]].forEach((e=\u003e{this.resolve(e).then(a(\\\"all\\\"===r),a(!1))}));const o=n.apply(this,arguments);return o;function a(e){return function(){t.emit(\\\"propagate\\\",[null,!i],o,!1,!1),i=i||!e}}}})),[\\\"resolve\\\",\\\"reject\\\"].forEach((function(r){const n=i[r];e[r]=function(e){const r=n.apply(this,arguments);return e!==r\u0026\u0026t.emit(\\\"propagate\\\",[e,!0],r,!1,!1),r}})),e.prototype=i.prototype;const o=i.prototype.then;i.prototype.then=function(...e){var i=this,a=r(i);a.promise=i,e[0]=n(e[0],\\\"cb-\\\",a,null,!1),e[1]=n(e[1],\\\"cb-\\\",a,null,!1);const s=o.apply(this,e);return a.nextPromise=s,t.emit(\\\"propagate\\\",[i,!0],s,!1,!1),s},i.prototype.then[W.Jt]=o,t.on(\\\"executor-start\\\",(function(e){e[0]=n(e[0],\\\"resolve-\\\",this,null,!1),e[1]=n(e[1],\\\"resolve-\\\",this,null,!1)})),t.on(\\\"executor-err\\\",(function(e,t,r){e[1](r)})),t.on(\\\"cb-end\\\",(function(e,r,n){t.emit(\\\"propagate\\\",[n,!0],this.nextPromise,!1,!1)})),t.on(\\\"propagate\\\",(function(e,r,n){this.getCtx\u0026\u0026!r||(this.getCtx=function(){if(e instanceof Promise)var r=t.context(e);return r\u0026\u0026r.getCtx?r.getCtx():this})}))}(),t}const De={},Ke=\\\"setTimeout\\\",Ue=\\\"setInterval\\\",Ve=\\\"clearTimeout\\\",Ge=\\\"-start\\\",Fe=[Ke,\\\"setImmediate\\\",Ue,Ve,\\\"clearImmediate\\\"];function Be(e){const t=function(e){return(e||B.ee).get(\\\"timer\\\")}(e);if(De[t.debugId]++)return t;De[t.debugId]=1;var r=(0,W.YM)(t);return r.inPlace(p.gm,Fe.slice(0,2),Ke+\\\"-\\\"),r.inPlace(p.gm,Fe.slice(2,3),Ue+\\\"-\\\"),r.inPlace(p.gm,Fe.slice(3),Ve+\\\"-\\\"),t.on(Ue+Ge,(function(e,t,n){e[0]=r(e[0],\\\"fn-\\\",null,n)})),t.on(Ke+Ge,(function(e,t,n){this.method=n,this.timerDuration=isNaN(e[1])?0:+e[1],e[0]=r(e[0],\\\"fn-\\\",this,n)})),t}const We={};function ze(e){const t=function(e){return(e||B.ee).get(\\\"mutation\\\")}(e);if(!p.RI||We[t.debugId])return t;We[t.debugId]=!0;var r=(0,W.YM)(t),n=p.gm.MutationObserver;return n\u0026\u0026(window.MutationObserver=function(e){return this instanceof n?new n(r(e,\\\"fn-\\\")):n.apply(this,arguments)},MutationObserver.prototype=n.prototype),t}const{TZ:qe,d3:Ze,Kp:Ye,$p:Xe,wW:$e,e5:Je,tH:Qe,uP:et,rw:tt,Lc:rt}=je;class nt extends b{static featureName=qe;constructor(e,t=!0){if(super(e,qe,t),!p.RI)return;try{this.removeOnAbort=new AbortController}catch(e){}let r,n=0;const i=this.ee.get(\\\"tracer\\\"),o=Le(this.ee),a=Me(this.ee),s=Be(this.ee),c=Z(this.ee),u=this.ee.get(\\\"events\\\"),d=ne(this.ee),l=ve(this.ee),f=ze(this.ee);function h(e,t){l.emit(\\\"newURL\\\",[\\\"\\\"+window.location,t])}function g(){n++,r=window.location.hash,this[et]=(0,S.t)()}function m(){n--,window.location.hash!==r\u0026\u0026h(0,!0);var e=(0,S.t)();this[Je]=~~this[Je]+e-this[et],this[rt]=e}function v(e,t){e.on(t,(function(){this[t]=(0,S.t)()}))}this.ee.on(et,g),a.on(tt,g),o.on(tt,g),this.ee.on(rt,m),a.on($e,m),o.on($e,m),this.ee.on(\\\"fn-err\\\",((...t)=\u003e{t[2]?.__newrelic?.[e.agentIdentifier]||(0,x.p)(\\\"function-err\\\",[...t],void 0,this.featureName,this.ee)})),this.ee.buffer([et,rt,\\\"xhr-resolved\\\"],this.featureName),u.buffer([et],this.featureName),s.buffer([\\\"setTimeout\\\"+Ye,\\\"clearTimeout\\\"+Ze,et],this.featureName),c.buffer([et,\\\"new-xhr\\\",\\\"send-xhr\\\"+Ze],this.featureName),d.buffer([Qe+Ze,Qe+\\\"-done\\\",Qe+Xe+Ze,Qe+Xe+Ye],this.featureName),l.buffer([\\\"newURL\\\"],this.featureName),f.buffer([et],this.featureName),a.buffer([\\\"propagate\\\",tt,$e,\\\"executor-err\\\",\\\"resolve\\\"+Ze],this.featureName),i.buffer([et,\\\"no-\\\"+et],this.featureName),o.buffer([\\\"new-jsonp\\\",\\\"cb-start\\\",\\\"jsonp-error\\\",\\\"jsonp-end\\\"],this.featureName),v(d,Qe+Ze),v(d,Qe+\\\"-done\\\"),v(o,\\\"new-jsonp\\\"),v(o,\\\"jsonp-end\\\"),v(o,\\\"cb-start\\\"),l.on(\\\"pushState-end\\\",h),l.on(\\\"replaceState-end\\\",h),window.addEventListener(\\\"hashchange\\\",h,(0,T.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener(\\\"load\\\",h,(0,T.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener(\\\"popstate\\\",(function(){h(0,n\u003e1)}),(0,T.jT)(!0,this.removeOnAbort?.signal)),this.abortHandler=this.#n,this.importAggregator(e)}#n(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var it=i(3333);class ot extends b{static featureName=it.TZ;constructor(e,t=!0){super(e,it.TZ,t);const r=[e.init.page_action.enabled,e.init.performance.capture_marks,e.init.performance.capture_measures,e.init.user_actions.enabled,e.init.performance.resources.enabled];if(p.RI\u0026\u0026(e.init.user_actions.enabled\u0026\u0026(it.Zp.forEach((e=\u003e(0,T.sp)(e,(e=\u003e(0,x.p)(\\\"ua\\\",[e],void 0,this.featureName,this.ee)),!0))),it.qN.forEach((e=\u003e{const t=(0,v.s)((e=\u003e{(0,x.p)(\\\"ua\\\",[e],void 0,this.featureName,this.ee)}),500,{leading:!0});(0,T.sp)(e,t)}))),e.init.performance.resources.enabled\u0026\u0026p.gm.PerformanceObserver?.supportedEntryTypes.includes(\\\"resource\\\"))){new PerformanceObserver((e=\u003e{e.getEntries().forEach((e=\u003e{(0,x.p)(\\\"browserPerformance.resource\\\",[e],void 0,this.featureName,this.ee)}))})).observe({type:\\\"resource\\\",buffered:!0})}r.some((e=\u003ee))?this.importAggregator(e):this.deregisterDrain()}}var at=i(993),st=i(3785);class ct extends b{static featureName=at.TZ;constructor(e,t=!0){super(e,at.TZ,t);const r=this.ee;this.ee.on(\\\"wrap-logger-end\\\",(function([e]){const{level:t,customAttributes:n}=this;(0,st.R)(r,e,n,t)})),this.importAggregator(e)}}new class extends o{constructor(t){super(),p.gm?(this.features={},(0,R.bQ)(this.agentIdentifier,this),this.desiredFeatures=new Set(t.features||[]),this.desiredFeatures.add(w),this.runSoftNavOverSpa=[...this.desiredFeatures].some((e=\u003ee.featureName===a.K7.softNav)),(0,d.j)(this,t,t.loaderType||\\\"agent\\\"),this.run()):(0,e.R)(21)}get config(){return{info:this.info,init:this.init,loader_config:this.loader_config,runtime:this.runtime}}run(){try{const t=u(this.agentIdentifier),r=[...this.desiredFeatures];r.sort(((e,t)=\u003ea.P3[e.featureName]-a.P3[t.featureName])),r.forEach((r=\u003e{if(!t[r.featureName]\u0026\u0026r.featureName!==a.K7.pageViewEvent)return;if(this.runSoftNavOverSpa\u0026\u0026r.featureName===a.K7.spa)return;if(!this.runSoftNavOverSpa\u0026\u0026r.featureName===a.K7.softNav)return;const n=function(e){switch(e){case a.K7.ajax:return[a.K7.jserrors];case a.K7.sessionTrace:return[a.K7.ajax,a.K7.pageViewEvent];case a.K7.sessionReplay:return[a.K7.sessionTrace];case a.K7.pageViewTiming:return[a.K7.pageViewEvent];default:return[]}}(r.featureName).filter((e=\u003e!(e in this.features)));n.length\u003e0\u0026\u0026(0,e.R)(36,{targetFeature:r.featureName,missingDependencies:n}),this.features[r.featureName]=new r(this)}))}catch(t){(0,e.R)(22,t);for(const e in this.features)this.features[e].abortHandler?.();const r=(0,R.Zm)();delete r.initializedAgents[this.agentIdentifier]?.api,delete r.initializedAgents[this.agentIdentifier]?.features,delete this.sharedAggregator;return r.ee.get(this.agentIdentifier).abort(),!1}}}({features:[he,w,N,Ne,Oe,O,M,ot,ct,Pe,nt],loaderType:\\\"spa\\\"})})()})();\\n\",\"google\",\"testAutomationFlags\",{\"_666\":24,\"_667\":24,\"_668\":24,\"_669\":24,\"_670\":24,\"_671\":24,\"_672\":24,\"_673\":24,\"_674\":24,\"_32\":24,\"_675\":24,\"_676\":172,\"_677\":172},\"disableAds\",\"disableIirisAuth\",\"disableWelcomeAd\",\"disableBigskyAd\",\"disableIirisRecommend\",\"disableDcts\",\"disableWeatherWidget\",\"disableCashGrainWidget\",\"disableCommoditiesWidget\",\"disableCookieBanner\",\"overrideBrandStyling\",\"overrideThemeStyling\",\"configState\",{\"_54\":55,\"_52\":53,\"_680\":8,\"_681\":-7,\"_682\":24,\"_585\":683,\"_687\":688,\"_691\":692,\"_696\":697},\"uiBrand\",\"colors\",\"isMarketsDivision\",{\"_7\":684,\"_685\":686},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc0182b2356ae8eed/64b83949410a1b4c0bd7459b/IW_generic_image.png\",\"contributor\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd227769938aa3739/64b55d4d33298f5b051a72d5/Contributor_Avatar.png\",\"media\",{\"_689\":690},\"brightcoveAccountId\",\"1568176135\",\"newsletterSignupPromo\",{\"_693\":694,\"_695\":-7},\"unbounceURL\",\"https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_ingg126\u0026ch=iwsite\",\"elnConfig\",\"proxyConfigs\",{\"_698\":24,\"_699\":172},\"proxyEnabled\",\"proxyRootPath\",\"brandConfig\",{\"_13\":14,\"_702\":703,\"_704\":10,\"_15\":16,\"_705\":706,\"_707\":708,\"_38\":716,\"_689\":690,\"_43\":44,\"_50\":722,\"_723\":724,\"_728\":729,\"_633\":658,\"_734\":735,\"_770\":771,\"_33\":34,\"_775\":776},\"siteFullName\",\"Information Week\",\"siteUrl\",\"authentication\",{},\"unbounce\",{\"_709\":710,\"_711\":712,\"_713\":714,\"_63\":715},\"local\",{\"_59\":414},\"preview\",{\"_59\":414},\"staging\",{\"_59\":414},{\"_59\":414},{\"_709\":717,\"_711\":719,\"_713\":720,\"_63\":721},{\"_40\":718},\"db797727-a266-409f-983d-f30f1926b3fb-test\",{\"_40\":718},{\"_40\":41},{\"_40\":41},{\"_7\":8,\"_52\":53,\"_54\":55},\"newsletterSignupPromoContent\",{\"_112\":725,\"_726\":727},\"Newsletter sign up title\",\"message\",\"Newsletter sign up message\",\"marketData\",{\"_730\":731,\"_732\":733},\"commodity\",{},\"commoditySymbols\",[],\"iirisRecommendation\",{\"_736\":737,\"_738\":739,\"_740\":741,\"_742\":743,\"_744\":745,\"_746\":172,\"_747\":172,\"_748\":749,\"_750\":751,\"_752\":753,\"_754\":755,\"_756\":757,\"_758\":192,\"_759\":172,\"_760\":761,\"_762\":743,\"_763\":764,\"_765\":172,\"_766\":767,\"_768\":769},\"id\",\"widget-1689347319021\",\"division\",\"it\",\"brandFamily\",\"enterpriseit\",\"entityTagBackground\",\"#333333BF\",\"dateFormat\",\"Month DD, YYYY\",\"showBy\",\"showTime\",\"borderRadius\",\"5\",\"imageWidth\",\"324\",\"imageHeight\",\"182\",\"dateTimeBgcolor\",\"#ffffff\",\"dateTimeFontColor\",\"#767676\",\"imagePosition\",\"dropShadow\",\"dateTimeFontsize\",\"12\",\"entityTagBorderColor\",\"borderColor\",\"#e6e6e6\",\"showdate\",\"redirectMode\",\"same\",\"recipe\",\"related-items\",\"articleSocialShareToggle\",{\"_772\":26,\"_773\":26,\"_774\":26},\"print\",\"email\",\"reddit\",\"newrelic\",{\"_777\":778},\"guid\",\"MzkzNjM0OHxCUk9XU0VSfEFQUExJQ0FUSU9OfDUzODYwMDIwNw\",\"routes/$topic.$slug._index\",{\"_781\":24,\"_782\":-7,\"_783\":735,\"_784\":785,\"_1498\":1499,\"_1506\":1507,\"_1524\":1525,\"_1534\":1535,\"_1551\":24},\"isRequestedByGoogleBot\",\"weatherWidgetConfig\",\"iirisRecommendationConfig\",\"template\",{\"_112\":140,\"_786\":787,\"_788\":172,\"_189\":47,\"_789\":790,\"_796\":797,\"_805\":806,\"_810\":811,\"_1334\":1335,\"_1483\":1484},\"categories\",[],\"categoryDesc\",\"breadcrumbs\",[791,793,795],{\"_59\":792,\"_112\":644},\"/\",{\"_112\":794,\"_59\":133},\"IT Leadership\",{\"_112\":140,\"_59\":141},\"newsletterSignUpPromo\",{\"_112\":798,\"_726\":172,\"_799\":800,\"_801\":802,\"_189\":192,\"_803\":804},\"Never Miss a Beat: Get a snapshot of the issues affecting the IT industry straight to your inbox.\",\"newsletterId\",\"blt8d3a84e50fd3381c\",\"buttonText\",\"SIGN-UP\",\"mode\",\"light\",\"pagination\",{\"_807\":808,\"_809\":371},\"totalCount\",356,\"currentPage\",\"contents\",[812,838,856,871,885,898,912,927,945,963,976,993,1007,1020,1032,1045,1058,1075,1088,1101,1121,1138,1155,1168,1186,1199,1216,1230,1241,1254,1267,1280,1293,1307,1320],{\"_177\":200,\"_154\":813,\"_179\":816,\"_160\":823,\"_162\":823,\"_165\":824,\"_825\":826,\"_167\":172,\"_169\":827,\"_171\":172,\"_163\":828,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":832,\"_836\":837},{\"_156\":814,\"_158\":815},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb5067e1d8bf69499/67a133eb44047d6d35a96534/boat-Tithi_Luadthong_-alamy.jpg\",\"night scenery of a man rowing a boat among many glowing moons floating on the sea\",[817],{\"_57\":818,\"_183\":819,\"_185\":820,\"_821\":822},\"Pam Baker\",\"/author/pam-baker\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blta2c974464f9d8086/64bc0833691b1233dc5fefd2/Pam-Baker.png\",\"role\",\"Contributing Writer\",\"Shopping for an LLM? Here's What to Know About Pricing\",\"/it-leadership/comparing-costs-of-llm-providers\",\"linkAttrs\",{},\"Feb 4, 2025\",\"CIOs and other smart shoppers who want to watch their AI spending should understand what goes into the bill they'll receive from their large language model providers. Here's what to know to start comparison shopping.\",\"articleBodyJsonSummary\",\"normal\",\"paidGating\",{\"_833\":24,\"_834\":835},\"paidContent\",\"paidProductTaxonomy\",[],\"articleSize\",\"big\",{\"_177\":200,\"_154\":839,\"_179\":842,\"_160\":848,\"_162\":849,\"_165\":850,\"_825\":851,\"_167\":172,\"_169\":852,\"_171\":172,\"_163\":853,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":854,\"_836\":837},{\"_156\":840,\"_158\":841},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6a8d7609e8870ab0/67927599546e33161a5d4fa2/hidden_costs-Jennifer_Miranda_Lobijin_-alamy.jpg\",\"White jigsaw puzzle with word hidden costs over green background. Costing concept.\",[843],{\"_57\":844,\"_183\":845,\"_185\":846,\"_821\":847},\"Chuck Gordon\",\"/author/chuck-gordon\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2c90edf1607e165a/6697d2ac032a6f484753e0fa/ChuckGordon_Headshot_(002).png\",\"CEO, Storable\",\"The Hidden Cost of Partial Digital Transformation\",\"The Hidden Cost of Partial Digital Transformation \",\"/it-leadership/the-hidden-cost-of-partial-digital-transformation\",{},\"Jan 29, 2025\",\"Businesses implementing incomplete digital modernization often perform worse than those using fully legacy systems. Partial transformation creates complexity without efficiency, leading to operational friction and missed opportunities. \",{\"_833\":24,\"_834\":855},[],{\"_177\":200,\"_154\":857,\"_179\":860,\"_160\":863,\"_162\":864,\"_165\":865,\"_825\":866,\"_167\":172,\"_169\":867,\"_171\":172,\"_163\":868,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":869,\"_836\":837},{\"_156\":858,\"_158\":859},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1ef67ab56949f0ca/678fbdec774eda37d131a33c/LEgacy_COBOL-KirillIvanov-Alamy_Stock_Photo.jpg\",\"Cobol programming language software development concept on vitual screen.\",[861],{\"_57\":448,\"_183\":449,\"_185\":450,\"_821\":862},\"Contributing Reporter\",\"Untangling Enterprise Reliance on Legacy Systems\",\"Untangling Enterprise Reliance on Legacy Systems \",\"/it-leadership/untangling-enterprise-reliance-on-legacy-systems\",{},\"Jan 21, 2025\",\"Enterprises continue to depend on outdated technology, which adds to their complex cybersecurity risks.\",{\"_833\":24,\"_834\":870},[],{\"_177\":178,\"_154\":872,\"_179\":875,\"_160\":878,\"_162\":878,\"_165\":879,\"_825\":880,\"_167\":168,\"_169\":881,\"_171\":172,\"_163\":882,\"_829\":172,\"_189\":830,\"_173\":174,\"_175\":176,\"_187\":188,\"_831\":883,\"_836\":837},{\"_156\":873,\"_158\":874},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt342089621fc8baa5/67814adba53bf6c475ce32b8/AI_money-Brainlight-AlamyStockPhoto.jpg\",\"AI Business Success and artificial intelligence industry revenue stream as a new technology industry making money with cost saving automation\",[876],{\"_57\":182,\"_183\":184,\"_185\":186,\"_821\":877},\"Senior Editor\",\"How Do Companies Know if They Overspend on AI and Then Recover?\",\"/machine-learning-ai/how-do-companies-know-if-they-overspend-on-ai-and-then-recover-\",{},\"Jan 13, 2025\",\"Pouring money into a strategy can be more of a problem than a solution, especially when companies explore new technology.\",{\"_833\":24,\"_834\":884},[],{\"_177\":200,\"_154\":886,\"_179\":889,\"_160\":892,\"_162\":892,\"_165\":893,\"_825\":894,\"_167\":172,\"_169\":881,\"_171\":172,\"_163\":895,\"_829\":172,\"_189\":830,\"_173\":344,\"_175\":345,\"_187\":371,\"_831\":896,\"_836\":837},{\"_156\":887,\"_158\":888},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt0d17be74b927a449/67802cabe86bc86d1b817006/cloudcomputing_Wavebreakmedia-AlamyStockPhoto.jpg\",\"Cloud computing, online connections and data processing concept as a digitally generated image\",[890],{\"_57\":203,\"_183\":204,\"_185\":205,\"_821\":891},\"Technology Journalist \u0026 Author\",\"Why Your Business May Want to Shift to an Industry Cloud Platform\",\"/it-infrastructure/why-your-business-may-want-to-shift-to-an-industry-cloud-platform\",{},\"Industry-specific cloud platforms are growing in size and scope. Now may be the time to consider a move.\",{\"_833\":24,\"_834\":897},[],{\"_177\":200,\"_154\":899,\"_179\":902,\"_160\":905,\"_162\":905,\"_165\":906,\"_825\":907,\"_167\":172,\"_169\":908,\"_171\":172,\"_163\":909,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":910,\"_836\":837},{\"_156\":900,\"_158\":901},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt7b9da39e38e5d731/6777fea4fb3a0fe11c75edc6/S1TW9A.jpg\",\"Net neutrality spelled out in cutout letters.\",[903],{\"_57\":234,\"_183\":235,\"_185\":236,\"_821\":904},\"Senior Writer, InformationWeek\",\"Court Pulls Plug on Biden’s Net Neutrality Revival, Limits FCC Power\",\"/it-leadership/court-pulls-plug-on-biden-s-net-neutrality-revival-limits-fcc-power\",{},\"Jan 3, 2025\",\"The decision takes broadband regulation authority away from the Federal Communications Commission -- striking down the Biden Administration’s net neutrality efforts.\",{\"_833\":24,\"_834\":911},[],{\"_177\":200,\"_154\":913,\"_179\":916,\"_160\":919,\"_162\":920,\"_165\":921,\"_825\":922,\"_167\":172,\"_169\":923,\"_171\":172,\"_163\":924,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":925,\"_836\":837},{\"_156\":914,\"_158\":915},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltbbd249b24fe148de/675c823a06d859ee907b5b94/2025-Orazio_Puccio-alamy.jpg\",\"New year 2025, road\",[917],{\"_57\":296,\"_183\":297,\"_185\":298,\"_821\":918},\"Freelance Writer\",\"Things CIOs and CTOs Need To Do Differently in 2025\",\"Things CIOs and CTOs Need To Do Differently in 2025 \",\"/it-leadership/things-cios-and-ctos-need-to-do-differently-in-2025\",{},\"Dec 18, 2024\",\"As CIOs and CTOs head into a new year, they always have priorities. Greater agility is a key theme in 2025. \",{\"_833\":24,\"_834\":926},[],{\"_177\":200,\"_154\":928,\"_179\":931,\"_160\":937,\"_162\":938,\"_165\":939,\"_825\":940,\"_167\":172,\"_169\":941,\"_171\":172,\"_163\":942,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":943,\"_836\":837},{\"_156\":929,\"_158\":930},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt66d16d03511a9366/6759eb37e2ba1dcc94f750eb/CIO-Leadership-Rawpixel.com-adobeNEW.jpg\",\"silhouettes of executives in a conference room\",[932],{\"_57\":933,\"_183\":934,\"_185\":935,\"_821\":936},\"Mary E. Shacklett\",\"/author/mary-e-shacklett\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc7d4dbb527ae98d2/64bc07e7b2796e5edd361fed/Mary-Shacklett-125x125.gif\",\"President of Transworld Data\",\"How CIOs Can Contribute to Corporate Strategy\",\"How CIOs Can Contribute to Corporate Strategy \",\"/it-leadership/how-cios-can-contribute-to-corporate-strategy\",{},\"Dec 17, 2024\",\"Chief executive officers and corporate boards want their digital chief information officers on the strategic team, but what can CIOs offer to the efforts? \",{\"_833\":24,\"_834\":944},[],{\"_177\":200,\"_154\":946,\"_179\":949,\"_160\":955,\"_162\":956,\"_165\":957,\"_825\":958,\"_167\":172,\"_169\":959,\"_171\":172,\"_163\":960,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":961,\"_836\":837},{\"_156\":947,\"_158\":948},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt6889e3cfd6c4715f/66cf65f92dd9335208032ba9/innovation-_Federico_Caputo-alamyLarger.jpg\",\"lightbulb illustrated in water colors\",[950],{\"_57\":951,\"_183\":952,\"_185\":953,\"_821\":954},\"Chris O’Neill\",\"/author/chris-o-neill\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt819dad8067680e0c/6753213d13ac6f6335257e3a/chris_oneill.jpg\",\"Chief Executive Officer, Growthloop\",\"How to Channel a ‘World’s Fair’ Culture to Engage IT Talent\",\"How to Channel a ‘World’s Fair’ Culture to Engage IT Talent \",\"/it-leadership/how-to-channel-a-world-s-fair-culture-to-engage-it-talent\",{},\"Dec 11, 2024\",\"Even the most well-funded and innovative companies will fail if they lack one thing: A diverse, united team. \",{\"_833\":24,\"_834\":962},[],{\"_177\":178,\"_154\":964,\"_179\":967,\"_160\":969,\"_162\":969,\"_165\":970,\"_825\":971,\"_167\":168,\"_169\":972,\"_171\":172,\"_163\":973,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":188,\"_831\":974,\"_836\":837},{\"_156\":965,\"_158\":966},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd6c4c5c683bf05d1/67534d6b89ca40d70fc40a53/futuretech_K_E_N-AlamyStockPhoto.jpg\",\"Future Technology Concept. Woman works with digital screen in futuristic space. 3 D illustration.\",[968],{\"_57\":182,\"_183\":184,\"_185\":186,\"_821\":877},\"What Enterprise IT Predictions Actually Mattered in 2024?\",\"/it-leadership/what-enterprise-it-predictions-actually-mattered-in-2024-\",{},\"Dec 9, 2024\",\"Did any forecasts for 2024 hold water? Are organizations better served by not chasing predictive trends or does that mean giving up a competitive edge?\",{\"_833\":24,\"_834\":975},[],{\"_177\":200,\"_154\":977,\"_179\":979,\"_160\":985,\"_162\":986,\"_165\":987,\"_825\":988,\"_167\":172,\"_169\":989,\"_171\":172,\"_163\":990,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":991,\"_836\":837},{\"_156\":947,\"_158\":978},\"lightbulb illustration watercolors\",[980],{\"_57\":981,\"_183\":982,\"_185\":983,\"_821\":984},\"Megan Williams\",\"/author/megan-williams\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt009f0ed235ad6f89/6723caa71f51c090d6bf1294/Megan_Williams.jpg\",\"VP, Global Technology Strategy and Transformation, TransUnion\",\"5 Ways to Overcome Digital Transformation Culture Shock\",\"5 Ways to Overcome Digital Transformation Culture Shock \",\"/it-leadership/5-ways-to-overcome-digital-transformation-culture-shock\",{},\"Nov 6, 2024\",\"Employee support is crucial to successful digital transformation. What can companies do to help mitigate organizational culture shock? \",{\"_833\":24,\"_834\":992},[],{\"_177\":200,\"_154\":994,\"_179\":997,\"_160\":999,\"_162\":1000,\"_165\":1001,\"_825\":1002,\"_167\":172,\"_169\":1003,\"_171\":172,\"_163\":1004,\"_829\":172,\"_189\":830,\"_173\":344,\"_175\":345,\"_187\":371,\"_831\":1005,\"_836\":837},{\"_156\":995,\"_158\":996},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt0770b9ec1a128448/6721442243545ff81acc819e/cloud_creative-cometakatie-alamy.jpg\",\"Creative raining cloud flat lay made of colored sugar coated gummy worms on a light blue background\",[998],{\"_57\":296,\"_183\":297,\"_185\":298,\"_821\":918},\"How Enterprises Use Cloud to Innovate\",\"How Enterprises Use Cloud to Innovate \",\"/it-infrastructure/how-enterprises-use-cloud-to-innovate\",{},\"Nov 4, 2024\",\"As organizations look to accelerate innovation, they’re moving deeper into the cloud and taking advantage of more services. \",{\"_833\":24,\"_834\":1006},[],{\"_177\":200,\"_154\":1008,\"_179\":1011,\"_160\":1013,\"_162\":1013,\"_165\":1014,\"_825\":1015,\"_167\":172,\"_169\":1016,\"_171\":172,\"_163\":1017,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1018,\"_836\":837},{\"_156\":1009,\"_158\":1010},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltaa180338414fd252/671679ba2750b917e8763cf8/augmentedreality_healthcare-AlekseiGorodenkov-AlamyStockPhoto.jpg\",\"Surgeons Wearing Augmented Reality Glasses Perform Brain Surgery with Help of Animated 3D Brain Model, Using Gestures.\",[1012],{\"_57\":203,\"_183\":204,\"_185\":205,\"_821\":891},\"Augmented Reality's Healthcare Revolution\",\"/it-leadership/augmented-reality-s-healthcare-revolution\",{},\"Oct 25, 2024\",\"AR isn't only a powerful business and entertainment tool. It can also help save lives.\",{\"_833\":24,\"_834\":1019},[],{\"_177\":200,\"_154\":1021,\"_179\":1023,\"_160\":1025,\"_162\":1025,\"_165\":1026,\"_825\":1027,\"_167\":172,\"_169\":1028,\"_171\":172,\"_163\":1029,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1030,\"_836\":837},{\"_156\":1022,\"_158\":172},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltffec6c2f37b3625e/6717be4671510209ed0d9498/DSC_3780_copy.jpg\",[1024],{\"_57\":234,\"_183\":235,\"_185\":236,\"_821\":904},\"Nvidia’s Jensen Huang on Leadership, ‘Tokenization,’ and GenAI Workforce Impact\",\"/it-leadership/nvidia-s-jensen-huang-on-leadership-tokenization-and-genai-workforce-impact\",{},\"Oct 22, 2024\",\"The GPU chipmaking giant’s CEO says it’s important for CIOs to get started with AI and called for a more positive outlook on the emerging tech’s impact on the workforce.\",{\"_833\":24,\"_834\":1031},[],{\"_177\":200,\"_154\":1033,\"_179\":1036,\"_160\":1038,\"_162\":1039,\"_165\":1040,\"_825\":1041,\"_167\":172,\"_169\":1028,\"_171\":172,\"_163\":1042,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1043,\"_836\":837},{\"_156\":1034,\"_158\":1035},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt658349f504dc0d7c/670fcb99d3af042350e16732/2CT4826.jpg\",\"Futuristic Technology in smart retail industrial concept using artificial intelligence \",[1037],{\"_57\":296,\"_183\":297,\"_185\":298,\"_821\":918},\"How Retailers Are Using Tech for Competitive Advantage\",\"How Retailers Are Using Tech for Competitive Advantage \",\"/it-leadership/how-retailers-are-using-tech-for-competitive-advantage\",{},\"Retailers employ many different types of tech to keep up with customers’ desire for instant gratification. They’re improving operations, too. \",{\"_833\":24,\"_834\":1044},[],{\"_177\":200,\"_154\":1046,\"_179\":1049,\"_160\":1051,\"_162\":1051,\"_165\":1052,\"_825\":1053,\"_167\":172,\"_169\":1054,\"_171\":172,\"_163\":1055,\"_829\":172,\"_189\":830,\"_173\":293,\"_175\":276,\"_187\":371,\"_831\":1056,\"_836\":837},{\"_156\":1047,\"_158\":1048},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltb973ce65bcc2620d/66e05b38844fdf82f9dd6ec5/syntheticdata_AI_Wavebreakmedia-AlamyStockPhoto.jpg\",\"Image of human brain, data processing and network of connections\",[1050],{\"_57\":448,\"_183\":449,\"_185\":450,\"_821\":862},\"Is Synthetic Data the Future of AI Model Training?\",\"/data-management/is-synthetic-data-the-future-of-ai-model-training-\",{},\"Sep 27, 2024\",\"As AI models require more and more information, synthetic data might be the answer. But users have both benefits and risks to consider.\",{\"_833\":24,\"_834\":1057},[],{\"_177\":200,\"_154\":1059,\"_179\":1062,\"_160\":1068,\"_162\":1068,\"_165\":1069,\"_825\":1070,\"_167\":172,\"_169\":1071,\"_171\":172,\"_163\":1072,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1073,\"_836\":837},{\"_156\":1060,\"_158\":1061},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd33b73de01174596/66e993755fb33a9857012330/innovation-sleepyfellow-alamy1.jpg\",\"abstract image green shades\",[1063],{\"_57\":1064,\"_183\":1065,\"_185\":1066,\"_821\":1067},\"Kristaps Petrovskis\",\"/author/kristaps-petrovskis\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt988e119319575c65/66e98fc7a2a6db7fa9825ee0/Kristaps_Petrovskis.jpg\",\"Chief Technology Officer, Expereo\",\"Sensible Disruption: The Pragmatist’s Approach to Innovation\",\"/it-leadership/sensible-disruption-the-pragmatist-s-approach-to-innovation\",{},\"Sep 23, 2024\",\"In today’s world, the pragmatic CTO is one that stays apprised of how innovations affect our day-to-day business operations. So how is this done? \",{\"_833\":24,\"_834\":1074},[],{\"_177\":200,\"_154\":1076,\"_179\":1079,\"_160\":1081,\"_162\":1081,\"_165\":1082,\"_825\":1083,\"_167\":172,\"_169\":1084,\"_171\":172,\"_163\":1085,\"_829\":172,\"_189\":830,\"_173\":174,\"_175\":176,\"_187\":371,\"_831\":1086,\"_836\":837},{\"_156\":1077,\"_158\":1078},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blte895266ab4d8d409/66e0d7af00614b734e5cb5f7/DSC_3350.jpg\",\"Forrester CEO George Colony addresses crowd at the company's Technology \u0026 Innovation Summit North America event in Austin, Texas. \",[1080],{\"_57\":234,\"_183\":235,\"_185\":236,\"_821\":904},\"Forrester CEO: Lessons for Executives to Implement AI Successfully\",\"/machine-learning-ai/forrester-ceo-lessons-for-executives-to-implement-ai-successfully\",{},\"Sep 11, 2024\",\"The research firm kicked off its annual technology summit in Austin with advice for companies now in a race to adopt GenAI and other artificial intelligence tools.\",{\"_833\":24,\"_834\":1087},[],{\"_177\":200,\"_154\":1089,\"_179\":1092,\"_160\":1094,\"_162\":1094,\"_165\":1095,\"_825\":1096,\"_167\":172,\"_169\":1097,\"_171\":172,\"_163\":1098,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1099,\"_836\":837},{\"_156\":1090,\"_158\":1091},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltdd979f6f40f0f3ba/66c8a4c4a75eae480b934438/augmentedreality_digitaltwin-KunnichaLuengrungwaree_AlamyStockPhoto.jpg\",\"new normal Futuristic Technology in smart automation industrial concept using artificial intelligence, machine learning, digital twin\",[1093],{\"_57\":203,\"_183\":204,\"_185\":205,\"_821\":891},\"Spatial Computing -- Making it Practical\",\"/it-leadership/spatial-computing-making-it-practical\",{},\"Sep 3, 2024\",\"Spatial computing promises seamless integration of virtual and physical worlds, creating both natural and intuitive human-machine interactions.\",{\"_833\":24,\"_834\":1100},[],{\"_177\":1102,\"_154\":1103,\"_179\":1106,\"_160\":1112,\"_162\":1112,\"_165\":1113,\"_825\":1114,\"_167\":1115,\"_169\":1116,\"_171\":172,\"_163\":1117,\"_829\":172,\"_189\":830,\"_173\":263,\"_175\":264,\"_187\":1118,\"_831\":1119,\"_836\":837},\"Video\",{\"_156\":1104,\"_158\":1105},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltab1ee78f9e304bb9/66d0cdfd400b12887e753a0c/AI_Knowledge_Mgmt_Idalba_Granada_via_Alamy_Stock.jpg\",\"AI knowledge management cartoon showing a brain needing to be plugged into a computer.\",[1107],{\"_57\":1108,\"_183\":1109,\"_185\":1110,\"_821\":1111},\"Brandon Taylor\",\"/author/brandon-taylor\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt15232db5d2321c39/64bf5c007b352808e9c5a64e/BrandonTaylorHeadshot1.jpg\",\"Digital Editorial Program Manager\",\"Keynote Sneak Peek: Forrester Analyst Wants to Empower GenAI Workers Through Knowledge Management\",\"/ai-innovations/keynote-sneak-peek-forrester-analyst-wants-to-empower-genai-workers-through-knowledge-management\",{},\"/videos\",\"Aug 30, 2024\",\"Principal Analyst Julie Mohr emphasizes that the time is now to build knowledge capacity, utilize GenAI wisely, and empower the GenAI worker in a preview of her upcoming presentation at Forrester’s Technology and Innovation Summit North America 2024. \",21,{\"_833\":24,\"_834\":1120},[],{\"_177\":200,\"_154\":1122,\"_179\":1125,\"_160\":1130,\"_162\":1131,\"_165\":1132,\"_825\":1133,\"_167\":172,\"_169\":1134,\"_171\":172,\"_163\":1135,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1136,\"_836\":837},{\"_156\":1123,\"_158\":1124},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2660ca7b783ef779/66c79a671dc5351f8afd010b/stars-_Peter_Lane-alamy-resized.jpg\",\"cluster of colorful stars\",[1126],{\"_57\":1127,\"_183\":1128,\"_185\":1129,\"_821\":918},\"Nathan Eddy\",\"/author/nathan-eddy\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltffb02052df0e7c0f/64bf3f85d8102a1de1f9b9a4/nathan-eddy-new.jpg\",\"How to Establish a Business Operations Center of Excellence\",\"How to Establish a Business Operations Center of Excellence \",\"/it-leadership/how-to-establish-a-business-operations-center-of-excellence\",{},\"Aug 27, 2024\",\"A business operations center of excellence should always be plugged in with leaders across the enterprise to completely understand desired business outcomes. \",{\"_833\":24,\"_834\":1137},[],{\"_177\":1139,\"_154\":1140,\"_179\":1143,\"_160\":1145,\"_162\":1146,\"_165\":1147,\"_825\":1148,\"_167\":1149,\"_169\":1150,\"_171\":172,\"_163\":1151,\"_829\":172,\"_189\":830,\"_173\":344,\"_175\":345,\"_187\":1152,\"_831\":1153,\"_836\":837},\"Slideshow\",{\"_156\":1141,\"_158\":1142},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2ca879f298b01d0d/66c75115c3aba90d92152f67/cloud-Tithi_Luadthong_-alamy.jpg\",\"man on a boat in the outer space with colorful cloud,illustration\",[1144],{\"_57\":296,\"_183\":297,\"_185\":298,\"_821\":918},\"9 Ways Cloud Makes Companies More Competitive\",\"9 Ways Cloud Makes Companies More Competitive \",\"/it-infrastructure/9-ways-cloud-makes-companies-more-competitive\",{},\"/slideshows\",\"Aug 26, 2024\",\"Organizations continue to move deeper into the cloud, but only some of them are realizing a competitive advantage. Here’s why and how. \",9,{\"_833\":24,\"_834\":1154},[],{\"_177\":1102,\"_154\":1156,\"_179\":1159,\"_160\":1161,\"_162\":1161,\"_165\":1162,\"_825\":1163,\"_167\":1115,\"_169\":1164,\"_171\":172,\"_163\":1165,\"_829\":172,\"_189\":830,\"_173\":260,\"_175\":261,\"_187\":251,\"_831\":1166,\"_836\":837},{\"_156\":1157,\"_158\":1158},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt694b100e05c40009/66c8cd1f6e9eba139d29b96b/Alert_Fatigue_Yeow_Hui_Ho_via_Alamy_Stock.jpg\",\"Cartoon office worker alert in the morning, losing energy in the afternoon and dozed after lunch hour, symbolizing alert fatigue.\",[1160],{\"_57\":1108,\"_183\":1109,\"_185\":1110,\"_821\":1111},\"Utilizing Automation to Alleviate Alert Fatigue, Workforce Shortages, and More\",\"/it-automation/utilizing-automation-to-alleviate-alert-fatigue-workforce-shortages-and-more\",{},\"Aug 23, 2024\",\"This session explores strategies to address the growing volume of vulnerabilities and associated challenges of alert fatigue and resource shortages through safe automation.\",{\"_833\":24,\"_834\":1167},[],{\"_177\":200,\"_154\":1169,\"_179\":1172,\"_160\":1178,\"_162\":1179,\"_165\":1180,\"_825\":1181,\"_167\":172,\"_169\":1182,\"_171\":172,\"_163\":1183,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1184,\"_836\":837},{\"_156\":1170,\"_158\":1171},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt5325052b9fa342f3/66044aa88735652db764e096/innovation-Rosaline_Napier_-alamy.jpg\",\"lightbulb peeking out of a blue box\",[1173],{\"_57\":1174,\"_183\":1175,\"_185\":1176,\"_821\":1177},\"Oleksandr Strozhemin\",\"/author/oleksandr-strozhemin\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltf348b44fd3680b87/66be131232cdb7474157c15a/Oleksandr_Strozhemin.jpg\",\"CEO and Co-Founder, Trinetix \",\"Culture and Innovation: How They Blend and Why They’re Important\",\"Culture and Innovation: How They Blend and Why They’re Important \",\"/it-leadership/culture-and-innovation-how-they-blend-and-why-they-re-important\",{},\"Aug 20, 2024\",\"Innovation isn’t just about technology. It’s a mentality, a strategy, a culture. \",{\"_833\":24,\"_834\":1185},[],{\"_177\":200,\"_154\":1187,\"_179\":1190,\"_160\":1192,\"_162\":1192,\"_165\":1193,\"_825\":1194,\"_167\":172,\"_169\":1195,\"_171\":172,\"_163\":1196,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1197,\"_836\":837},{\"_156\":1188,\"_158\":1189},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt8fdfa4588a78ad1f/66bb91f232cdb7600357bdac/DH00XN.jpg\",\"Stream in the forest\",[1191],{\"_57\":296,\"_183\":297,\"_185\":298,\"_821\":918},\"Keep Processes Flowing with Value Stream Management\",\"/it-leadership/keep-processes-flowing-with-value-stream-management\",{},\"Aug 16, 2024\",\"Organizational leaders often say their companies are customer-centric, but their success varies greatly. Value stream management helps. \",{\"_833\":24,\"_834\":1198},[],{\"_177\":200,\"_154\":1200,\"_179\":1203,\"_160\":1209,\"_162\":1210,\"_165\":1211,\"_825\":1212,\"_167\":172,\"_169\":1195,\"_171\":172,\"_163\":1213,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1214,\"_836\":837},{\"_156\":1201,\"_158\":1202},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt1d480ac02fdbbb2e/66bbb404298cec5aeb6efe0a/debt-_Illia_Uriadnikov-alamy1.jpg\",\"dial knob with Debts written on it\",[1204],{\"_57\":1205,\"_183\":1206,\"_185\":1207,\"_821\":1208},\"Naresh Duddu\",\"/author/naresh-duddu\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt91ef4d09d95ce30e/661451ca75bd8261b7cdaba3/Naresh_-_White_background.png\",\"AVP and Global Head – Modernization, Infosys\",\"Managing Technical Debt in the Midst of Modernization\",\"Managing Technical Debt in the Midst of Modernization \",\"/it-leadership/managing-technical-debt-in-the-midst-of-modernization\",{},\"Enterprises must approach technical debt management as a continuous process, rather than a one-time endeavor. Here's some advice.\",{\"_833\":24,\"_834\":1215},[],{\"_177\":200,\"_154\":1217,\"_179\":1220,\"_160\":1222,\"_162\":1223,\"_165\":1224,\"_825\":1225,\"_167\":172,\"_169\":1226,\"_171\":172,\"_163\":1227,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1228,\"_836\":837},{\"_156\":1218,\"_158\":1219},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltd19f6e8ed4c0a813/66b0c1c8686cb455445b43c2/D85KTE.jpg\",\"Business person cutting credit card to symbolize getting rid of technical debt.\",[1221],{\"_57\":296,\"_183\":297,\"_185\":298,\"_821\":918},\"How To Get Rid of Technical Debt for Good\",\"How To Get Rid of Technical Debt for Good \",\"/it-leadership/how-to-get-rid-of-technical-debt-for-good\",{},\"Aug 7, 2024\",\"Technical debt is something most development teams don’t want to think about, but failing to address it puts organizations at risk. \",{\"_833\":24,\"_834\":1229},[],{\"_177\":178,\"_154\":1231,\"_179\":1234,\"_160\":1236,\"_162\":1236,\"_165\":1237,\"_825\":1238,\"_167\":168,\"_169\":1239,\"_171\":172,\"_163\":1240,\"_829\":172,\"_189\":830,\"_173\":344,\"_175\":345,\"_187\":188,\"_831\":-5,\"_836\":837},{\"_156\":1232,\"_158\":1233},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt66d73f965a4bec53/66a3dc4098a50ef541a9b388/cloudcomputing_Elen-AlamyStockPhoto.jpg\",\"Cloud computing concept yellow computer circuit board pattern and real cloud on black background.\",[1235],{\"_57\":182,\"_183\":184,\"_185\":186,\"_821\":877},\"Cloud Strategy in the Wake of the CrowdStrike Outage\",\"/it-infrastructure/cloud-strategy-in-the-wake-of-the-crowdstrike-outage\",{},\"Jul 29, 2024\",\"Did the cloud enjoy smooth sailing during the CrowdStrike outage or was the cloud still vulnerable to the blue screen nightmare?\",{\"_177\":1102,\"_154\":1242,\"_179\":1245,\"_160\":1247,\"_162\":1247,\"_165\":1248,\"_825\":1249,\"_167\":1115,\"_169\":1250,\"_171\":172,\"_163\":1251,\"_829\":172,\"_189\":830,\"_173\":356,\"_175\":357,\"_187\":251,\"_831\":1252,\"_836\":837},{\"_156\":1243,\"_158\":1244},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9d15bd9411161641/66a2b5f39576a37cbf9ffca4/Cloud_Security_Kittipong_Jirasukhanont_via_Alamy_Stock.jpg\",\"Cloud security concept with 3d rendering security cameras with circuit cloud.\",[1246],{\"_57\":1108,\"_183\":1109,\"_185\":1110,\"_821\":1111},\"Discover Why Cloud-Native Security is Crucial to Enhancing Your Cloud Security\",\"/cloud-computing/discover-why-cloud-native-security-is-crucial-to-enhancing-your-cloud-security\",{},\"Jul 26, 2024\",\"This session reveals why cloud-native security is crucial for protecting cloud-based systems from cyber threats.\",{\"_833\":24,\"_834\":1253},[],{\"_177\":200,\"_154\":1255,\"_179\":1258,\"_160\":1260,\"_162\":1260,\"_165\":1261,\"_825\":1262,\"_167\":172,\"_169\":1263,\"_171\":172,\"_163\":1264,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1265,\"_836\":837},{\"_156\":1256,\"_158\":1257},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt04d7a55652c794e9/66758e8b61e23c99db973ba7/innovation_PeachPanthermedia_AlamyStockPhoto.jpg\",\"Creative and innovation inspiration. Business Bright idea concept\",[1259],{\"_57\":203,\"_183\":204,\"_185\":205,\"_821\":891},\"How to Identify Innovation Opportunities In-House and Externally\",\"/it-leadership/how-to-identify-innovation-opportunities-in-house-and-externally\",{},\"Jul 23, 2024\",\"Innovative technologies are everywhere, but you have to know how to find them. Here's a roadmap to guide you on your quest.\",{\"_833\":24,\"_834\":1266},[],{\"_177\":200,\"_154\":1268,\"_179\":1271,\"_160\":1273,\"_162\":1274,\"_165\":1275,\"_825\":1276,\"_167\":172,\"_169\":1263,\"_171\":172,\"_163\":1277,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1278,\"_836\":837},{\"_156\":1269,\"_158\":1270},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc1a52f376737f52e/6697d65a4eb0484ebc383103/leadership-Thitaree_Sarmkasat-new-alamy.jpg\",\"blue paper ship guiding white paper ships\",[1272],{\"_57\":844,\"_183\":845,\"_185\":846,\"_821\":847},\"Tips for Guiding Traditional Industries Through the Digital Age\",\"Tips for Guiding Traditional Industries Through the Digital Age \",\"/it-leadership/tips-for-guiding-traditional-industries-through-the-digital-age\",{},\"While established companies may understand the need to digitize their operations, they still must consider how to approach. That means selecting the right projects and technologies, but also adapting corporate cultures and human roles. \",{\"_833\":24,\"_834\":1279},[],{\"_177\":200,\"_154\":1281,\"_179\":1284,\"_160\":1286,\"_162\":1286,\"_165\":1287,\"_825\":1288,\"_167\":172,\"_169\":1289,\"_171\":172,\"_163\":1290,\"_829\":172,\"_189\":830,\"_173\":174,\"_175\":176,\"_187\":371,\"_831\":1291,\"_836\":837},{\"_156\":1282,\"_158\":1283},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltbc28b4f2500add29/669e5b3c4eb0482a8038375b/airplanehologram_WirestockInc-AlamyStockPhotonew.jpg\",\"A businessman hand using 3D rendering globe network airplane hologram.\",[1285],{\"_57\":203,\"_183\":204,\"_185\":205,\"_821\":891},\"AI in Aviation: Reaching New Heights and Efficiencies\",\"/machine-learning-ai/ai-in-aviation-reaching-new-heights-and-efficiencies\",{},\"Jul 22, 2024\",\"Prepare for takeoff. Experts anticipate unlimited horizons as AI transforms aviation both in the air and on the ground.\",{\"_833\":24,\"_834\":1292},[],{\"_177\":200,\"_154\":1294,\"_179\":1297,\"_160\":1299,\"_162\":1300,\"_165\":1301,\"_825\":1302,\"_167\":172,\"_169\":1303,\"_171\":172,\"_163\":1304,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1305,\"_836\":837},{\"_156\":1295,\"_158\":1296},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt85c51007b518f40d/668eefd115f09bc12e7489bc/digital-speed-Aleksey_Odintsov-alamyNEW.jpg\",\"digital swirl of lights\",[1298],{\"_57\":296,\"_183\":297,\"_185\":298,\"_821\":918},\"How User Interfaces and Experiences Are Evolving\",\"How User Interfaces and Experiences Are Evolving \",\"/it-leadership/how-user-interfaces-and-experiences-are-evolving\",{},\"Jul 11, 2024\",\"The digitalization of just about everything comes with experience expectations. The more lifelike digital is, the greater the benefits. \",{\"_833\":24,\"_834\":1306},[],{\"_177\":200,\"_154\":1308,\"_179\":1310,\"_160\":1312,\"_162\":1313,\"_165\":1314,\"_825\":1315,\"_167\":172,\"_169\":1316,\"_171\":172,\"_163\":1317,\"_829\":172,\"_189\":830,\"_173\":230,\"_175\":231,\"_187\":371,\"_831\":1318,\"_836\":837},{\"_156\":1170,\"_158\":1309},\"lightbulb sticking out of a blue box\",[1311],{\"_57\":1127,\"_183\":1128,\"_185\":1129,\"_821\":918},\"Software Engineering, Startup Thinking\",\"Software Engineering, Startup Thinking \",\"/software-services/software-engineering-startup-thinking\",{},\"Jul 5, 2024\",\"Rooting innovation in principles around continuous learning and improvement can help companies better align themselves with speed, agility, and iteration in software development. \",{\"_833\":24,\"_834\":1319},[],{\"_177\":200,\"_154\":1321,\"_179\":1324,\"_160\":1326,\"_162\":1327,\"_165\":1328,\"_825\":1329,\"_167\":172,\"_169\":1330,\"_171\":172,\"_163\":1331,\"_829\":172,\"_189\":830,\"_173\":794,\"_175\":133,\"_187\":371,\"_831\":1332,\"_836\":837},{\"_156\":1322,\"_158\":1323},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt9f3196aaca034245/6655e992451b1f4239321ead/DigitalTransformation-metamorworks-adobe.jpg\",\"digital abstract\",[1325],{\"_57\":296,\"_183\":297,\"_185\":298,\"_821\":918},\"Digital Growth Strategies That Work\",\"Digital Growth Strategies That Work \",\"/it-leadership/digital-growth-strategies-that-work\",{},\"Jun 25, 2024\",\"Today’s digital-first world is reshaping the competitive landscape and how companies operate. Successful organizations have a few secrets. \",{\"_833\":24,\"_834\":1333},[],\"sidebarModules\",[1336,1418,1449,1472],{\"_88\":1337,\"_1338\":1339,\"_1415\":1416},\"module_content_cards\",\"data\",{\"_112\":1340,\"_1341\":172,\"_189\":1342,\"_810\":1343,\"_1411\":1412,\"_1413\":1412,\"_1414\":-7},\"Editor's Choice\",\"moduleLabel\",\"default\",[1344,1363,1376,1389,1403],{\"_88\":1345,\"_1338\":1346},\"contentPreview\",{\"_177\":200,\"_189\":1347,\"_154\":1348,\"_160\":1351,\"_162\":1352,\"_165\":1353,\"_167\":1353,\"_825\":1354,\"_169\":1355,\"_171\":172,\"_173\":794,\"_175\":133,\"_179\":1356,\"_187\":312,\"_831\":1361},\"card-horizontal\",{\"_156\":1349,\"_158\":1350},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc258f728af43740e/6785580c7d72eed092fba0e6/graduates-Yuri_Arcurs-alamy.jpg\",\"A group of smiling college graduates celebrating their graduation.\",\"Why Liberal Arts Grads Could Be the Best Programmers of the AI Era\",\"Why Liberal Arts Grads Could Be the Best Programmers of the AI Era \",\"/it-leadership/why-liberal-arts-grads-could-be-the-best-programmers-of-the-ai-era\",{},\"Jan 17, 2025\",[1357],{\"_57\":1358,\"_183\":1359,\"_185\":1360},\"Neal Ramasamy\",\"/author/neal-ramasamy\",\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt2f6cd555cf9060ed/6785558a512238c72e823fe2/Neal_Ramasamy1.jpg\",{\"_833\":24,\"_834\":1362},[],{\"_88\":1345,\"_1338\":1364},{\"_177\":200,\"_189\":1347,\"_154\":1365,\"_160\":1368,\"_162\":1368,\"_165\":1369,\"_167\":1369,\"_825\":1370,\"_169\":1371,\"_171\":172,\"_173\":436,\"_175\":437,\"_179\":1372,\"_187\":312,\"_831\":1374},{\"_156\":1366,\"_158\":1367},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt91402b4b8ec0f43e/67894e6f49c1b2a41afd564d/California2025fires_TimothySwope-AlamyStockPhoto.jpg\",\"Flame front of the Eaton Fire on the first night during the January 2025 California wildfires in Altadena and Los Angeles\",\"How Tech Supports the Emergency Response to the LA County Wildfires\",\"/it-sectors/how-tech-supports-the-emergency-response-to-the-la-county-wildfires\",{},\"Jan 16, 2025\",[1373],{\"_57\":182,\"_183\":184,\"_185\":186},{\"_833\":24,\"_834\":1375},[],{\"_88\":1345,\"_1338\":1377},{\"_177\":178,\"_189\":1347,\"_154\":1378,\"_160\":1381,\"_162\":1381,\"_165\":1382,\"_167\":1382,\"_825\":1383,\"_169\":1384,\"_171\":172,\"_173\":344,\"_175\":345,\"_179\":1385,\"_187\":188,\"_831\":1387},{\"_156\":1379,\"_158\":1380},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/blt96f3b0d329e14d21/677c31f5e4a6e41239148e6b/TheMatrix_Neo-MarkWiener-AlamyStockPhoto.jpg\",\"Graphic Pop Art style Illustration of Keanu Reeves as NEO from the film, The Matrix\",\"Y2K and Infrastructure Resilience 25 Years Later\",\"/it-infrastructure/y2k-and-infrastructure-resilience-25-years-later\",{},\"Jan 7, 2025\",[1386],{\"_57\":182,\"_183\":184,\"_185\":186},{\"_833\":24,\"_834\":1388},[],{\"_88\":1345,\"_1338\":1390},{\"_177\":200,\"_189\":1347,\"_154\":1391,\"_160\":1394,\"_162\":1394,\"_165\":1395,\"_167\":1395,\"_825\":1396,\"_169\":1397,\"_171\":172,\"_173\":794,\"_175\":133,\"_179\":1398,\"_187\":1400,\"_831\":1401},{\"_156\":1392,\"_158\":1393},\"https://eu-images.contentstack.com/v3/assets/blt69509c9116440be8/bltc836cd7e008ac6fd/673622c22202400113c00768/2DRD7WH.jpg\",\"Young businessman working on a virtual screen of the future and sees the inscription: Now hiring \",\"Help Wanted: IT Hiring Trends in 2025\",\"/it-leadership/help-wanted-it-hiring-trends-in-2025\",{},\"Nov 20, 2024\",[1399],{\"_57\":296,\"_183\":297,\"_185\":298},8,{\"_833\":24,\"_834\":1402},[],{\"_88\":1345,\"_1338\":1404},{\"_177\":200,\"_189\":1347,\"_154\":1405,\"_160\":863,\"_162\":864,\"_165\":865,\"_167\":865,\"_825\":1406,\"_169\":867,\"_171\":172,\"_173\":794,\"_175\":133,\"_179\":1407,\"_187\":206,\"_831\":1409},{\"_156\":858,\"_158\":859},{},[1408],{\"_57\":448,\"_183\":449,\"_185\":450},{\"_833\":24,\"_834\":1410},[],\"dateDisplay\",\"show\",\"contributorDisplay\",\"displayAd\",\"adConfig\",{\"_1417\":24},\"nativeAdOption\",{\"_88\":1419,\"_1338\":1420},\"module_link_list\",{\"_1421\":1422,\"_1423\":1424,\"_1425\":1426,\"_1427\":1428,\"_1429\":1430,\"_588\":26,\"_1435\":1436},\"listOption\",\"External Feed\",\"listTitle\",\"Webinars\",\"icon\",\"ChalkBoard\",\"externalFeed\",\"https://smartbox.techweb.com/smartbox/externalsmartbox?site_id=300001\u0026taxonomy_ids=\u0026num_display=3\u0026article_type=upcoming_webinars\",\"ctaButton\",{\"_1431\":1432,\"_1433\":1434},\"ctaButtonLink\",\"/resources?types=Webinar\",\"ctaButtonText\",\"More Webinars\",\"articles\",[1437,1444],{\"_112\":1438,\"_1439\":1440,\"_59\":1441,\"_1442\":1443},\"Unlocking the Power of PostgreSQL for Enterprise: Scalability, Security, and Performance in the Modern Sovereign and Hybrid Data Landscape\",\"publishedDate\",\"Jan 23, 2025\",\"https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_defa7762\u0026ch=SBX\u0026cid=_upcoming_webinars_8.500001519\u0026_mc=_upcoming_webinars_8.500001519\",\"eventDate\",\"Feb 26, 2025\",{\"_112\":1445,\"_1439\":1446,\"_59\":1447,\"_1442\":1448},\"Supercharge ITSM: How to Automate \u0026 Elevate Your IT Service Desk\",\"Feb 14, 2025\",\"https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_tean428\u0026ch=SBX\u0026cid=_upcoming_webinars_8.500001528\u0026_mc=_upcoming_webinars_8.500001528\",\"Mar 13, 2025\",{\"_88\":1419,\"_1338\":1450},{\"_1421\":1422,\"_1423\":427,\"_1425\":1451,\"_1427\":1452,\"_1429\":1453,\"_588\":26,\"_1435\":1456},\"Document\",\"https://smartbox.techweb.com/smartbox/externalsmartbox?site_id=300001\u0026taxonomy_ids=\u0026num_display=\u0026article_type=whitepaper\",{\"_1431\":1454,\"_1433\":1455},\"/resources?types=Whitepaper\",\"More White Papers\",[1457,1460,1463,1466,1469],{\"_112\":1458,\"_1439\":172,\"_59\":1459,\"_1442\":172},\"Unleash Secure Enterprise Edge and Cloud Transformation\",\"https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_brob16\u0026ch=SBX\u0026cid=_whitepaper_14.500005902\u0026_mc=_whitepaper_14.500005902\",{\"_112\":1461,\"_1439\":172,\"_59\":1462,\"_1442\":172},\"How a Network Digital Twin Delivers $14.2M in Annual Benefits\",\"https://nc-resources.networkcomputing.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_forz139\u0026ch=SBX\u0026cid=_whitepaper_14.500005896\u0026_mc=_whitepaper_14.500005896\",{\"_112\":1464,\"_1439\":172,\"_59\":1465,\"_1442\":172},\"GigaOm Radar for Network Validation\",\"https://nc-resources.networkcomputing.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_forz138\u0026ch=SBX\u0026cid=_whitepaper_14.500005894\u0026_mc=_whitepaper_14.500005894\",{\"_112\":1467,\"_1439\":172,\"_59\":1468,\"_1442\":172},\"Optimizing ITSM for Retail: Challenges \u0026 Key Strategies\",\"https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_tean425\u0026ch=SBX\u0026cid=_whitepaper_14.500005872\u0026_mc=_whitepaper_14.500005872\",{\"_112\":1470,\"_1439\":172,\"_59\":1471,\"_1442\":172},\"ITSM Vendor Rankings: See How Top Platforms Compare\",\"https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_tean422\u0026ch=SBX\u0026cid=_whitepaper_14.500005871\u0026_mc=_whitepaper_14.500005871\",{\"_88\":1419,\"_1338\":1473},{\"_1421\":1422,\"_1423\":463,\"_1425\":1451,\"_1427\":1474,\"_1429\":1475,\"_588\":26,\"_1435\":1478},\"https://smartbox.techweb.com/smartbox/externalsmartbox?site_id=300001\u0026taxonomy_ids=\u0026num_display=5\u0026article_type=analytics\",{\"_1431\":1476,\"_1433\":1477},\"/resources?types=Research+Report\",\"More Reports\",[1479],{\"_112\":1480,\"_1439\":1481,\"_59\":1482,\"_1442\":172},\"2022 State of ITOps and SecOps\",\"Jun 21, 2022\",\"https://iw-resources.informationweek.com/c/pubRD.mpl?secure=1\u0026sr=pp\u0026_t=pp:\u0026qf=w_ingg40\u0026ch=sbx\u0026cid=_analytics_7.300005937\u0026_mc=_analytics_7.300005937\",\"resourcesModule\",{\"_112\":1485,\"_1486\":1487,\"_1411\":1497},\"More Insights\",\"linkLists\",[1488,1493],{\"_1421\":1422,\"_1423\":1424,\"_1425\":1426,\"_1427\":1428,\"_1429\":1489,\"_588\":26,\"_1435\":1490},{\"_1431\":1432,\"_1433\":1434},[1491,1492],{\"_112\":1438,\"_1439\":1440,\"_59\":1441,\"_1442\":1443},{\"_112\":1445,\"_1439\":1446,\"_59\":1447,\"_1442\":1448},{\"_1421\":1422,\"_1423\":463,\"_1425\":1451,\"_1427\":1474,\"_1429\":1494,\"_588\":26,\"_1435\":1495},{\"_1431\":1476,\"_1433\":1477},[1496],{\"_112\":1480,\"_1439\":1481,\"_59\":1482,\"_1442\":172},\"hide\",\"metadata\",{\"_88\":1500,\"_1501\":1502,\"_1503\":1504,\"_1505\":12},\"topic\",\"uid\",\"bltf2e6012e9e82699b\",\"aid\",\"104472\",\"reg\",\"schema\",[1508],{\"_1509\":1510,\"_1511\":1512,\"_1513\":1514},\"@context\",\"https://schema.org\",\"@type\",\"BreadcrumbList\",\"itemListElement\",[1515,1519,1522],{\"_1511\":1516,\"_1517\":371,\"_57\":644,\"_1518\":10},\"ListItem\",\"position\",\"item\",{\"_1511\":1516,\"_1517\":1520,\"_57\":794,\"_1518\":1521},2,\"https://www.informationweek.com/it-leadership\",{\"_1511\":1516,\"_1517\":237,\"_57\":140,\"_1518\":1523},\"https://www.informationweek.com/it-leadership/digital-transformation\",\"seo\",{\"_1526\":1523,\"_1527\":1528,\"_1529\":1530,\"_1531\":24,\"_1532\":1533,\"_13\":703},\"canonicalUrl\",\"metaDescription\",\"Explore the latest news and expert commentary on Digital Transformation, brought to you by the editors of InformationWeek\",\"metaTitle\",\"Digital Transformation recent content | InformationWeek\",\"noIndex\",\"imageUrl\",\"https://www.informationweek.com/assets/informationweek-CPuEQLBP.ico\",\"gtm\",{\"_1536\":1537},\"loadEvent\",{\"_1538\":1539,\"_1543\":1544,\"_1546\":1547},\"attributes\",{\"_1524\":1540},{\"_1541\":1523,\"_1542\":24},\"canonicalURL\",\"hideFromSearchEngines\",\"category\",{\"_1545\":1500},\"pageType\",\"pageInfo\",{\"_1548\":1502,\"_1549\":140,\"_1550\":1523},\"pageID\",\"pageName\",\"destinationURL\",\"isLivePreview\",\"actionData\",\"errors\"]\n");</script><template id="B:1"></template></div><script>$RC=function(b,c,e){c=document.getElementById(c);c.parentNode.removeChild(c);var a=document.getElementById(b);if(a){b=a.previousSibling;if(e)b.data="$!",a.setAttribute("data-dgst",e);else{e=b.parentNode;a=b.nextSibling;var f=0;do{if(a&&8===a.nodeType){var d=a.data;if("/$"===d)if(0===f)break;else f--;else"$"!==d&&"$?"!==d&&"$!"!==d||f++}d=a.nextSibling;e.removeChild(a);a=d}while(a);for(;c.firstChild;)e.insertBefore(c.firstChild,a);b.data="$"}b._reactRetry&&b._reactRetry()}};$RC("B:0","S:0")</script><div hidden id="S:1"><script>window.__reactRouterContext.streamController.close();</script></div><script>$RC("B:1","S:1")</script></body></html>