Artificial Intelligence

<!doctype html> <html lang="en-US"> <head> <style> .login-button a { display: block; width: 100%; height: 100%; } .login-button.logout-button i { font-size: 25px; margin-left: 0.6em; } .login-button.logout-button{ background: none !important; text-indent: 0 !important; } </style> <script async src='https://securepubads.g.doubleclick.net/tag/js/gpt.js'></script> <script> </script> <link rel="preconnect" href="https://fonts.googleapis.com"> <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin> <link href="https://fonts.googleapis.com/css2?family=Lora:ital,wght@0,400;0,600;1,400;1,600&display=swap" rel="stylesheet"> <link rel='preload' id='fonts' href='https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/scss/fonts.css' media='all' as="style" onload="this.rel='stylesheet'"> <meta charset="UTF-8"> <meta http-equiv="x-ua-compatible" content="ie=edge" /><script type="text/javascript">(window.NREUM||(NREUM={})).init={privacy:{cookies_enabled:true},ajax:{deny_list:["bam.nr-data.net"]},distributed_tracing:{enabled:true}};(window.NREUM||(NREUM={})).loader_config={agentID:"1588627810",accountID:"3393428",trustKey:"66686",xpid:"VwUOUlJRABABUFdSBAcGVVAE",licenseKey:"NRJS-04679e336640c9fb871",applicationID:"1460361345"};;/*! For license information please see nr-loader-spa-1.274.0.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:()=>h,gD:()=>g,xN:()=>p});var n=r(993);const i=e=>{if(!e||"string"!=typeof e)return!1;try{document.createDocumentFragment().querySelector(e)}catch{return!1}return!0};var o=r(2614),a=r(944),s=r(384),c=r(8122);const u="[data-nr-mask]",d=()=>{const e={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,harvestTimeSeconds:10,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},feature_flags:[],generic_events:{enabled:!0,harvestTimeSeconds:30,autoStart:!0},harvest:{tooManyRequestsDelay:60},jserrors:{enabled:!0,harvestTimeSeconds:10,autoStart:!0},logging:{enabled:!0,harvestTimeSeconds:10,autoStart:!0,level:n.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,harvestTimeSeconds:30,autoStart:!0},performance:{capture_marks:!1,capture_measures:!1},privacy:{cookies_enabled:!0},proxy:{assets:void 0,beacon:void 0},session:{expiresMs:o.wk,inactiveMs:o.BB},session_replay:{autoStart:!0,enabled:!1,harvestTimeSeconds:60,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){i(t)?e.mask_selector="".concat(t,",").concat(u):""===t||null===t?e.mask_selector=u:(0,a.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){i(t)?e.block_selector+=",".concat(t):""!==t&&(0,a.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,a.R)(7,t)}},session_trace:{enabled:!0,harvestTimeSeconds:10,autoStart:!0},soft_navigations:{enabled:!0,harvestTimeSeconds:10,autoStart:!0},spa:{enabled:!0,harvestTimeSeconds:10,autoStart:!0},ssl:void 0,user_actions:{enabled:!0}}},l={},f="All configuration objects require an agent identifier!";function h(e){if(!e)throw new Error(f);if(!l[e])throw new Error("Configuration for ".concat(e," was never set"));return l[e]}function p(e,t){if(!e)throw new Error(f);l[e]=(0,c.a)(t,d());const r=(0,s.nY)(e);r&&(r.init=l[e])}function g(e,t){if(!e)throw new Error(f);var r=h(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},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="1.274.0",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),h(a.gm,f),h(c.prototype,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,{TZ:()=>n,Zp:()=>i,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},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:()=>s,Qu:()=>c,TZ:()=>a,ih:()=>u,tC:()=>i});var n=r(860);const i=["click","keydown","submit"],o="api",a=n.K7.softNav,s={INITIAL_PAGE_LOAD:"",ROUTE_CHANGE:1,UNSPECIFIED:2},c={INTERACTION:1,AJAX:2,CUSTOM_END:3,CUSTOM_TRACER:4},u={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:()=>A,gx:()=>v,l9:()=>l,oW:()=>h,op:()=>g,rw:()=>u,tH:()=>E,uP:()=>s,wW:()=>T,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",T="cb"+R,A="jsTime",E="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","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);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);return a.level=n.level,a.customAttributes=n.customAttributes,o.inPlace(t,[r],"wrap-logger-",a),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 E={};var S=r(9417),N=r(5603),O=r(5284);const _=e=>{const t=e.startsWith("http");e+="/",r.p=t?e:"https://"+e};let I=!1;function j(e,t={},g,R){let{init:x,info:j,loader_config:P,runtime:C={},exposed:k=!0}=t;C.loaderType=g;const L=(0,h.pV)();j||(x=L.init,j=L.info,P=L.loader_config),(0,S.xN)(e.agentIdentifier,x||{}),(0,N.a)(e.agentIdentifier,P||{}),j.jsAttributes??={},d.bv&&(j.jsAttributes.isWorker=!0),(0,i.x1)(e.agentIdentifier,j);const H=(0,S.D0)(e.agentIdentifier),D=[j.beacon,j.errorBeacon];I||(H.proxy.assets&&(_(H.proxy.assets),D.push(H.proxy.assets)),H.proxy.beacon&&D.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?D:[]],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");E[e]=b.g.OFF,R.on(p.G4.REPLAY_RUNNING,(t=>{E[e]=t}));var A="api-",S=A+"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(A,n,!0,o||null===r?"session":void 0)(t,r)}function O(){}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(A,e,!0,"api")})),g.addPageAction=I(A,"addPageAction",!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(A,"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 O).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)(S+"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,[(0,v.t)(),...arguments],r?null:this,i,R),r?void 0:this}}function j(){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=>{_[e]=I(S,e,void 0,h?n.K7.softNav:n.K7.spa)})),g.setCurrentRouteName=h?I(S,"routeName",void 0,n.K7.softNav):I(A,"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,!!E[e]],void 0,n.K7.jserrors,R)},d.RI?(0,u.GG)((()=>j()),!0):j(),g}(e.agentIdentifier,R,e.runSoftNavOverSpa)),void 0===e.exposed&&(e.exposed=k),I=!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:()=>o,K7:()=>n,P3:()=>i});const n={ajax:"ajax",genericEvents:"generic_events",jserrors:"jserrors",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"},i={[n.pageViewEvent]:1,[n.pageViewTiming]:2,[n.metrics]:3,[n.jserrors]:4,[n.spa]:5,[n.ajax]:6,[n.sessionTrace]:7,[n.softNav]:8,[n.sessionReplay]:9,[n.logging]:10,[n.genericEvents]:11},o={[n.pageViewTiming]:"events",[n.ajax]:"events",[n.spa]:"events",[n.softNav]:"events",[n.metrics]:"jserrors",[n.jserrors]:"jserrors",[n.sessionTrace]:"browser/blobs",[n.sessionReplay]:"browser/blobs",[n.logging]:"browser/logs",[n.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]+"-1.274.0.min.js"),i.o=(e,t)=>Object.prototype.hasOwnProperty.call(e,t),e={},t="NRBA-1.274.0.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:"sha512-1vUqEfJPB8Pihje9mv5CfYgkitO1FWcS+UQb84DbXqP8oYctRv4/lzl/MzNLPlRhcY1WVDBGL20I8vm6s2VV7g==",249:"sha512-Y/BeZAh6VSTmUtUNmS5XdyKxL92s30Fyyj8xVW76HSPxcKItL4+x2+kGMZc8pMJnUpZDz1L4eftZQAJh3D8NnA==",212:"sha512-Gn2tQ3qog5Yhrx/gRutkSTYPp+7nkKFt4/mIXg99LxcNpMDAYJZDBYmAACdoHNM86+iq1F3cBcQotFNzjIX8bw=="};(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-1.274.0.PROD"]=self["webpackChunk:NRBA-1.274.0.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(e=(0,r.LA)(16)){this.agentIdentifier=e}#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)}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(t.sharedAggregator)await t.sharedAggregator;else{t.sharedAggregator=i.e(478).then(i.bind(i,9337));const{EventAggregator:e}=await t.sharedAggregator;t.sharedAggregator=new e}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),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),T=i(2843),A=i(3878),E=i(782),S=i(1863);class N extends b{static featureName=E.T;constructor(e,t=!0){super(e,E.T,t),p.RI&&((0,T.u)((()=>(0,x.p)("docHidden",[(0,S.t)()],void 0,E.T,this.ee)),!0),(0,A.sp)("pagehide",(()=>(0,x.p)("winPagehide",[(0,S.t)()],void 0,E.T,this.ee))),this.importAggregator(e))}}var O=i(3969);class _ extends b{static featureName=O.TZ;constructor(e,t=!0){super(e,O.TZ,t),this.importAggregator(e)}}var I=i(6774),j=i(3304);class P{constructor(e,t,r,n,i){this.name="UncaughtError",this.message="string"==typeof e?e:(0,j.A)(e),this.sourceURL=t,this.line=r,this.column=n,this.__newrelic=i}}function C(e){return H(e)?e:new P(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 P(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 D 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=>{this.abortHandler&&(0,x.p)("ierr",[C(e),(0,S.t)(),!0,{},this.#r],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,A.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,A.jT)(!1,this.removeOnAbort?.signal)),this.abortHandler=this.#n,this.importAggregator(e)}#n(){this.removeOnAbort?.abort(),this.abortHandler=void 0}}var M=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,M.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,j.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(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,A.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,j.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){T(t,e)}),(0,A.jT)(!1)),p.lR||e.addEventListener("progress",(function(e){t.lastSize=e.loaded}),(0,A.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,A.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.loadCazptureCalled||4!==e.readyState?null==t.status&&(t.status=0):T(this,e),n.cbTime=this.cbTime,r("xhr",[t,n,this.startTime,this.endTime,"xhr"],this,a.K7.ajax))}}function T(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)(O.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:Te,Lc:Ae,uP:Ee,Rz:Se}=be;class Ne extends b{static featureName=Te;constructor(e,t=!0){super(e,Te,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(Ee,(function(e,t){this.bstStart=(0,S.t)()})),this.eventsEE.on(Ae,(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 Oe=i(2614);class _e 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(Oe.H3,"_").concat(Oe.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===Oe.g.FULL||e.sessionReplayMode===Oe.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}),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!==Oe.g.FULL&&this.featAggregate.initializeRecording(Oe.g.FULL,!0):(this.#i=Oe.g.FULL,this.#c(t.Qb.API),this.recorder&&this.recorder.parent.mode!==Oe.g.FULL&&(this.recorder.parent.mode=Oe.g.FULL,this.recorder.stopRecording(),this.recorder.startRecording(),this.abortHandler=this.recorder.stopRecording))}}var Ie=i(3962);class je 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,A.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,A.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 Pe=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,A.jT)(!1)),e.removeEventListener("error",f,(0,A.jT)(!1))}function f(){t.emit("jsonp-error",[],d),t.emit("jsonp-end",[],d),e.removeEventListener("load",l,(0,A.jT)(!1)),e.removeEventListener("error",f,(0,A.jT)(!1))}r.inPlace(u.parent,[u.key],"cb-",d),e.addEventListener("load",l,(0,A.jT)(!1)),e.addEventListener("error",f,(0,A.jT)(!1)),t.emit("new-jsonp",[e.src],d)}(e[0])})),t}const He={};function De(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 Me={},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(Me[t.debugId]++)return t;Me[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:Je,e5:Qe,tH:$e,uP:et,rw:tt,Lc:rt}=Pe;class nt extends b{static featureName=qe;constructor(e,t=!0){if(super(e,qe,t),!p.RI)return;try{this.removeOnAbort=new AbortController}catch(e){}let r,n=0;const i=this.ee.get("tracer"),o=Le(this.ee),a=De(this.ee),s=Be(this.ee),c=Z(this.ee),u=this.ee.get("events"),d=ne(this.ee),l=ve(this.ee),f=ze(this.ee);function h(e,t){l.emit("newURL",[""+window.location,t])}function g(){n++,r=window.location.hash,this[et]=(0,S.t)()}function m(){n--,window.location.hash!==r&&h(0,!0);var e=(0,S.t)();this[Qe]=~~this[Qe]+e-this[et],this[rt]=e}function v(e,t){e.on(t,(function(){this[t]=(0,S.t)()}))}this.ee.on(et,g),a.on(tt,g),o.on(tt,g),this.ee.on(rt,m),a.on(Je,m),o.on(Je,m),this.ee.on("fn-err",((...t)=>{t[2]?.__newrelic?.[e.agentIdentifier]||(0,x.p)("function-err",[...t],void 0,this.featureName,this.ee)})),this.ee.buffer([et,rt,"xhr-resolved"],this.featureName),u.buffer([et],this.featureName),s.buffer(["setTimeout"+Ye,"clearTimeout"+Ze,et],this.featureName),c.buffer([et,"new-xhr","send-xhr"+Ze],this.featureName),d.buffer([$e+Ze,$e+"-done",$e+Xe+Ze,$e+Xe+Ye],this.featureName),l.buffer(["newURL"],this.featureName),f.buffer([et],this.featureName),a.buffer(["propagate",tt,Je,"executor-err","resolve"+Ze],this.featureName),i.buffer([et,"no-"+et],this.featureName),o.buffer(["new-jsonp","cb-start","jsonp-error","jsonp-end"],this.featureName),v(d,$e+Ze),v(d,$e+"-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,A.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener("load",h,(0,A.jT)(!0,this.removeOnAbort?.signal)),window.addEventListener("popstate",(function(){h(0,n>1)}),(0,A.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];p.RI&&e.init.user_actions.enabled&&(it.Zp.forEach((e=>(0,A.sp)(e,(e=>(0,x.p)("ua",[e],void 0,this.featureName,this.ee)),!0))),it.qN.forEach((e=>(0,A.sp)(e,(e=>(0,x.p)("ua",[e],void 0,this.featureName,this.ee)))))),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,r){super(r),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,_e,_,D,ot,ct,je,nt],loaderType:"spa"})})()})();</script> <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=1"> <meta name="pocket-site-verification" content="" /> <script> (function (html) { html.className = html.className.replace(/\bno-js\b/, 'js'); })(document.documentElement); </script> <link rel="profile" href="https://gmpg.org/xfn/11"> <link rel="pingback" href="https://www.verdict.co.uk/xmlrpc.php"> <link rel="icon" href=""> <link rel="icon" href="https://www.verdict.co.uk/wp-content/uploads/2022/01/cropped-Verdict-Favicon-150x150.png" sizes="32x32" /> <link rel="icon" href="https://www.verdict.co.uk/wp-content/uploads/2022/01/cropped-Verdict-Favicon-300x300.png" sizes="192x192" /> <link rel="apple-touch-icon" href="https://www.verdict.co.uk/wp-content/uploads/2022/01/cropped-Verdict-Favicon-180x180.png" /> <meta name="msapplication-TileImage" content="https://www.verdict.co.uk/wp-content/uploads/2022/01/cropped-Verdict-Favicon-300x300.png" /> <meta name='robots' content='index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1' />  <script src="https://cdn-ukwest.onetrust.com/scripttemplates/otSDKStub.js" type="text/javascript" charset="UTF-8" data-domain-script="8ef7fd67-9f91-4e07-8ae0-244aa9e8da17" ></script> <script type="text/javascript"> function OptanonWrapper() { } </script>   <title>Artificial Intelligence - Verdict</title> <link rel="canonical" href="https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/" /> <link rel="next" href="https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/page/2/" /> <meta property="og:locale" content="en_US" /> <meta property="og:type" content="article" /> <meta property="og:title" content="Artificial Intelligence Archives" /> <meta property="og:url" content="https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/" /> <meta property="og:site_name" content="Verdict" /> <meta name="twitter:card" content="summary_large_image" /> <script type="application/ld+json" class="yoast-schema-graph">{"@context":"https://schema.org","@graph":[{"@type":"CollectionPage","@id":"https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/","url":"https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/","name":"Artificial Intelligence - Verdict","isPartOf":{"@id":"https://www.verdict.co.uk/#website"},"primaryImageOfPage":{"@id":"https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/#primaryimage"},"image":{"@id":"https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/#primaryimage"},"thumbnailUrl":"https://www.verdict.co.uk/wp-content/uploads/2024/11/shutterstock_523869391.jpg","breadcrumb":{"@id":"https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/#breadcrumb"},"inLanguage":"en-US"},{"@type":"ImageObject","inLanguage":"en-US","@id":"https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/#primaryimage","url":"https://www.verdict.co.uk/wp-content/uploads/2024/11/shutterstock_523869391.jpg","contentUrl":"https://www.verdict.co.uk/wp-content/uploads/2024/11/shutterstock_523869391.jpg","width":1000,"height":667,"caption":"Businesses could improve sales and limit online risk with AI observability tools. Photo credit: Shutterstock"},{"@type":"BreadcrumbList","@id":"https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://www.verdict.co.uk/"},{"@type":"ListItem","position":2,"name":"Themes","item":"https://www.verdict.co.uk/sector/theme/"},{"@type":"ListItem","position":3,"name":"Technology","item":"https://www.verdict.co.uk/sector/theme/technology/"},{"@type":"ListItem","position":4,"name":"Artificial Intelligence"}]},{"@type":"WebSite","@id":"https://www.verdict.co.uk/#website","url":"https://www.verdict.co.uk/","name":"Verdict","description":"Decrypting the latest technology news","publisher":{"@id":"https://www.verdict.co.uk/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://www.verdict.co.uk/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https://www.verdict.co.uk/#organization","name":"Verdict","url":"https://www.verdict.co.uk/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https://www.verdict.co.uk/#/schema/logo/image/","url":"https://www.verdict.co.uk/wp-content/uploads/2022/01/Verdict-logo.png","contentUrl":"https://www.verdict.co.uk/wp-content/uploads/2022/01/Verdict-logo.png","width":271,"height":49,"caption":"Verdict"},"image":{"@id":"https://www.verdict.co.uk/#/schema/logo/image/"}}]}</script>  <link rel='dns-prefetch' href='//www.verdict.co.uk' /> <link rel='dns-prefetch' href='//www.google.com' /> <link rel='dns-prefetch' href='//cdn.permutive.com' /> <link rel='dns-prefetch' href='//cdn.jsdelivr.net' /> <link rel='dns-prefetch' href='//cdn.plyr.io' /> <link rel='dns-prefetch' href='//fonts.googleapis.com' /> <link rel="alternate" type="application/rss+xml" title="Verdict » Feed" href="https://www.verdict.co.uk/feed/" /> <link rel="alternate" type="application/rss+xml" title="Verdict » Comments Feed" href="https://www.verdict.co.uk/comments/feed/" /> <link rel="alternate" type="application/rss+xml" title="Verdict » Artificial Intelligence Sectors Feed" href="https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/feed/" /> <style id='wp-emoji-styles-inline-css' type='text/css'> img.wp-smiley, img.emoji { display: inline !important; border: none !important; box-shadow: none !important; height: 1em !important; width: 1em !important; margin: 0 0.07em !important; vertical-align: -0.1em !important; background: none !important; padding: 0 !important; } </style> <link rel='stylesheet' id='wp-block-library-css' href='https://www.verdict.co.uk/wp-includes/css/dist/block-library/style.min.css?ver=6.6.2' type='text/css' media='all' /> <style id='classic-theme-styles-inline-css' type='text/css'> /*! This file is auto-generated */ .wp-block-button__link{color:#fff;background-color:#32373c;border-radius:9999px;box-shadow:none;text-decoration:none;padding:calc(.667em + 2px) calc(1.333em + 2px);font-size:1.125em}.wp-block-file__button{background:#32373c;color:#fff;text-decoration:none} </style> <style id='global-styles-inline-css' type='text/css'> :root{--wp--preset--aspect-ratio--square: 1;--wp--preset--aspect-ratio--4-3: 4/3;--wp--preset--aspect-ratio--3-4: 3/4;--wp--preset--aspect-ratio--3-2: 3/2;--wp--preset--aspect-ratio--2-3: 2/3;--wp--preset--aspect-ratio--16-9: 16/9;--wp--preset--aspect-ratio--9-16: 9/16;--wp--preset--color--black: #000000;--wp--preset--color--cyan-bluish-gray: #abb8c3;--wp--preset--color--white: #ffffff;--wp--preset--color--pale-pink: #f78da7;--wp--preset--color--vivid-red: #cf2e2e;--wp--preset--color--luminous-vivid-orange: #ff6900;--wp--preset--color--luminous-vivid-amber: #fcb900;--wp--preset--color--light-green-cyan: #7bdcb5;--wp--preset--color--vivid-green-cyan: #00d084;--wp--preset--color--pale-cyan-blue: #8ed1fc;--wp--preset--color--vivid-cyan-blue: #0693e3;--wp--preset--color--vivid-purple: #9b51e0;--wp--preset--color--thb-accent: #f74a2e;--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple: linear-gradient(135deg,rgba(6,147,227,1) 0%,rgb(155,81,224) 100%);--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan: linear-gradient(135deg,rgb(122,220,180) 0%,rgb(0,208,130) 100%);--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange: linear-gradient(135deg,rgba(252,185,0,1) 0%,rgba(255,105,0,1) 100%);--wp--preset--gradient--luminous-vivid-orange-to-vivid-red: linear-gradient(135deg,rgba(255,105,0,1) 0%,rgb(207,46,46) 100%);--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray: linear-gradient(135deg,rgb(238,238,238) 0%,rgb(169,184,195) 100%);--wp--preset--gradient--cool-to-warm-spectrum: linear-gradient(135deg,rgb(74,234,220) 0%,rgb(151,120,209) 20%,rgb(207,42,186) 40%,rgb(238,44,130) 60%,rgb(251,105,98) 80%,rgb(254,248,76) 100%);--wp--preset--gradient--blush-light-purple: linear-gradient(135deg,rgb(255,206,236) 0%,rgb(152,150,240) 100%);--wp--preset--gradient--blush-bordeaux: linear-gradient(135deg,rgb(254,205,165) 0%,rgb(254,45,45) 50%,rgb(107,0,62) 100%);--wp--preset--gradient--luminous-dusk: linear-gradient(135deg,rgb(255,203,112) 0%,rgb(199,81,192) 50%,rgb(65,88,208) 100%);--wp--preset--gradient--pale-ocean: linear-gradient(135deg,rgb(255,245,203) 0%,rgb(182,227,212) 50%,rgb(51,167,181) 100%);--wp--preset--gradient--electric-grass: linear-gradient(135deg,rgb(202,248,128) 0%,rgb(113,206,126) 100%);--wp--preset--gradient--midnight: linear-gradient(135deg,rgb(2,3,129) 0%,rgb(40,116,252) 100%);--wp--preset--font-size--small: 13px;--wp--preset--font-size--medium: 20px;--wp--preset--font-size--large: 36px;--wp--preset--font-size--x-large: 42px;--wp--preset--spacing--20: 0.44rem;--wp--preset--spacing--30: 0.67rem;--wp--preset--spacing--40: 1rem;--wp--preset--spacing--50: 1.5rem;--wp--preset--spacing--60: 2.25rem;--wp--preset--spacing--70: 3.38rem;--wp--preset--spacing--80: 5.06rem;--wp--preset--shadow--natural: 6px 6px 9px rgba(0, 0, 0, 0.2);--wp--preset--shadow--deep: 12px 12px 50px rgba(0, 0, 0, 0.4);--wp--preset--shadow--sharp: 6px 6px 0px rgba(0, 0, 0, 0.2);--wp--preset--shadow--outlined: 6px 6px 0px -3px rgba(255, 255, 255, 1), 6px 6px rgba(0, 0, 0, 1);--wp--preset--shadow--crisp: 6px 6px 0px rgba(0, 0, 0, 1);}:where(.is-layout-flex){gap: 0.5em;}:where(.is-layout-grid){gap: 0.5em;}body .is-layout-flex{display: flex;}.is-layout-flex{flex-wrap: wrap;align-items: center;}.is-layout-flex > :is(*, div){margin: 0;}body .is-layout-grid{display: grid;}.is-layout-grid > :is(*, div){margin: 0;}:where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;}:where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;}.has-black-color{color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-color{color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-color{color: var(--wp--preset--color--white) !important;}.has-pale-pink-color{color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-color{color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-color{color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-color{color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-color{color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-color{color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-color{color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-color{color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-color{color: var(--wp--preset--color--vivid-purple) !important;}.has-black-background-color{background-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-background-color{background-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-background-color{background-color: var(--wp--preset--color--white) !important;}.has-pale-pink-background-color{background-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-background-color{background-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-background-color{background-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-background-color{background-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-background-color{background-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-background-color{background-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-background-color{background-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-background-color{background-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-background-color{background-color: var(--wp--preset--color--vivid-purple) !important;}.has-black-border-color{border-color: var(--wp--preset--color--black) !important;}.has-cyan-bluish-gray-border-color{border-color: var(--wp--preset--color--cyan-bluish-gray) !important;}.has-white-border-color{border-color: var(--wp--preset--color--white) !important;}.has-pale-pink-border-color{border-color: var(--wp--preset--color--pale-pink) !important;}.has-vivid-red-border-color{border-color: var(--wp--preset--color--vivid-red) !important;}.has-luminous-vivid-orange-border-color{border-color: var(--wp--preset--color--luminous-vivid-orange) !important;}.has-luminous-vivid-amber-border-color{border-color: var(--wp--preset--color--luminous-vivid-amber) !important;}.has-light-green-cyan-border-color{border-color: var(--wp--preset--color--light-green-cyan) !important;}.has-vivid-green-cyan-border-color{border-color: var(--wp--preset--color--vivid-green-cyan) !important;}.has-pale-cyan-blue-border-color{border-color: var(--wp--preset--color--pale-cyan-blue) !important;}.has-vivid-cyan-blue-border-color{border-color: var(--wp--preset--color--vivid-cyan-blue) !important;}.has-vivid-purple-border-color{border-color: var(--wp--preset--color--vivid-purple) !important;}.has-vivid-cyan-blue-to-vivid-purple-gradient-background{background: var(--wp--preset--gradient--vivid-cyan-blue-to-vivid-purple) !important;}.has-light-green-cyan-to-vivid-green-cyan-gradient-background{background: var(--wp--preset--gradient--light-green-cyan-to-vivid-green-cyan) !important;}.has-luminous-vivid-amber-to-luminous-vivid-orange-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-amber-to-luminous-vivid-orange) !important;}.has-luminous-vivid-orange-to-vivid-red-gradient-background{background: var(--wp--preset--gradient--luminous-vivid-orange-to-vivid-red) !important;}.has-very-light-gray-to-cyan-bluish-gray-gradient-background{background: var(--wp--preset--gradient--very-light-gray-to-cyan-bluish-gray) !important;}.has-cool-to-warm-spectrum-gradient-background{background: var(--wp--preset--gradient--cool-to-warm-spectrum) !important;}.has-blush-light-purple-gradient-background{background: var(--wp--preset--gradient--blush-light-purple) !important;}.has-blush-bordeaux-gradient-background{background: var(--wp--preset--gradient--blush-bordeaux) !important;}.has-luminous-dusk-gradient-background{background: var(--wp--preset--gradient--luminous-dusk) !important;}.has-pale-ocean-gradient-background{background: var(--wp--preset--gradient--pale-ocean) !important;}.has-electric-grass-gradient-background{background: var(--wp--preset--gradient--electric-grass) !important;}.has-midnight-gradient-background{background: var(--wp--preset--gradient--midnight) !important;}.has-small-font-size{font-size: var(--wp--preset--font-size--small) !important;}.has-medium-font-size{font-size: var(--wp--preset--font-size--medium) !important;}.has-large-font-size{font-size: var(--wp--preset--font-size--large) !important;}.has-x-large-font-size{font-size: var(--wp--preset--font-size--x-large) !important;} :where(.wp-block-post-template.is-layout-flex){gap: 1.25em;}:where(.wp-block-post-template.is-layout-grid){gap: 1.25em;} :where(.wp-block-columns.is-layout-flex){gap: 2em;}:where(.wp-block-columns.is-layout-grid){gap: 2em;} :root :where(.wp-block-pullquote){font-size: 1.5em;line-height: 1.6;} </style> <link rel='stylesheet' id='jquery-ui-css' href='https://www.verdict.co.uk/wp-content/plugins/pmg-user-authentication/assets/css/jquery-ui.css?ver=6.6.2' type='text/css' media='all' /> <link rel='stylesheet' id='gd-banner-css' href='https://www.verdict.co.uk/wp-content/plugins/all-newsletters/assets/css/gd-banners.css?ver=6.6.2' type='text/css' media='all' /> <link rel='stylesheet' id='gd-opensearch-css' href='https://www.verdict.co.uk/wp-content/plugins/gd-opensearch/public/css/gd-opensearch-public.css?ver=1732676768' type='text/css' media='all' /> <link rel='stylesheet' id='dashicons-css' href='https://www.verdict.co.uk/wp-includes/css/dashicons.min.css?ver=6.6.2' type='text/css' media='all' /> <link rel='stylesheet' id='main_NS-css-css' href='https://www.verdict.co.uk/wp-content/plugins/storefronts-gd/assets/css/main_NS.css?ver=1.7.5' type='text/css' media='all' /> <link rel='stylesheet' id='Swiper-css-css' href='https://www.verdict.co.uk/wp-content/plugins/storefronts-gd/assets/vendor/swiper/swiper.css?ver=6.8.3' type='text/css' media='all' /> <link rel='stylesheet' id='font-lora-css' href='https://fonts.googleapis.com/css2?family=Lora%3Aital%2Cwght%400%2C400%3B0%2C500%3B0%2C600%3B0%2C700%3B1%2C400%3B1%2C500%3B1%2C600%3B1%2C700&display=swap&ver=1' type='text/css' media='all' /> <link rel='stylesheet' id='Swiper-css' href='https://cdn.jsdelivr.net/npm/swiper@8/swiper-bundle.min.css?ver=6.6.2' type='text/css' media='all' /> <link rel='stylesheet' id='gdm-b2b-main-css' href='https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/scss/main.css?ver=1.92' type='text/css' media='all' /> <link rel='stylesheet' id='thb-fa-css' href='https://www.verdict.co.uk/wp-content/themes/goodlife-wp/assets/css/font-awesome.min.css?ver=4.7.0' type='text/css' media='all' /> <link rel='stylesheet' id='style-css' href='https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/style.css?ver=4.6.0' type='text/css' media='all' /> <link rel='stylesheet' id='tablepress-default-css' href='https://www.verdict.co.uk/wp-content/plugins/tablepress/css/default.min.css?ver=1.13' type='text/css' media='all' /> <link rel='stylesheet' id='pmg-custom-style-css' href='https://www.verdict.co.uk/wp-content/plugins/pmg-user-authentication/assets/css/style.css?ver=6.6.2' type='text/css' media='all' /> <script type="text/javascript" src="https://www.verdict.co.uk/wp-includes/js/jquery/jquery.min.js?ver=3.7.1" id="jquery-core-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-includes/js/jquery/jquery-migrate.min.js?ver=3.4.1" id="jquery-migrate-js"></script> <script type="text/javascript" id="crb-google-tagmanager-js-extra"> /* <![CDATA[ */ var crbTracker = {"googleTagManager":{"id":"GTM-PV44CXD"}}; /* ]]> */ </script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/verdict-tracking//js/googleTagManager.js?ver=1732638051" id="crb-google-tagmanager-js"></script> <script type="text/javascript" async src="https://cdn.permutive.com/e82dc6a7-79a5-49b7-b1ed-a89a37f2fe8b-web.js?ver=6.6.2" id="crb-permutive-cdn-js"></script> <script type="text/javascript" id="crb-permutive-js-extra"> /* <![CDATA[ */ var crbTracker = {"permutive":{"workspaceID":"e82dc6a7-79a5-49b7-b1ed-a89a37f2fe8b","publicAPIKey":"62905692-4299-42af-951f-aa610546b2b1","postTitle":"Opinion: Businesses must deploy AI driven observability for a successful Black Friday","postID":381698,"postType":"post","postDate":"November 26, 2024","postAuthor":"Lara Williams","postTags":false,"postCategories":"Features","collectDomains":"https:\/\/www.verdict.co.uk\/wp-content\/plugins\/verdict-tracking\/\/js\/pollsInFrame.js","pageViewEvent":[]}}; /* ]]> */ </script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/verdict-tracking//js/permutive.js?ver=1732638051" id="crb-permutive-js"></script> <script type="text/javascript" id="crb_segmentation-js-extra"> /* <![CDATA[ */ var crbSiteData = {"ajaxURL":"https:\/\/www.verdict.co.uk\/wp-admin\/admin-ajax.php"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/verdict-tracking//js/segmentation.js?ver=1732638051" id="crb_segmentation-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/gd-opensearch/public/js/gd-opensearch-public.js?ver=1732676768" id="gd-opensearch-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/foundation.min.js?ver=6.6.2" id="foundation-js"></script> <script type="text/javascript" id="loadmore_posts-js-extra"> /* <![CDATA[ */ var loadmore_params = {"ajaxurl":"https:\/\/www.verdict.co.uk\/wp-admin\/admin-ajax.php","posts":"{\"sector\":\"artificial-intelligence\",\"error\":\"\",\"m\":\"\",\"p\":0,\"post_parent\":\"\",\"subpost\":\"\",\"subpost_id\":\"\",\"attachment\":\"\",\"attachment_id\":0,\"name\":\"\",\"pagename\":\"\",\"page_id\":0,\"second\":\"\",\"minute\":\"\",\"hour\":\"\",\"day\":0,\"monthnum\":0,\"year\":0,\"w\":0,\"category_name\":\"\",\"tag\":\"\",\"cat\":\"\",\"tag_id\":\"\",\"author\":\"\",\"author_name\":\"\",\"feed\":\"\",\"tb\":\"\",\"paged\":0,\"meta_key\":\"\",\"meta_value\":\"\",\"preview\":\"\",\"s\":\"\",\"sentence\":\"\",\"title\":\"\",\"fields\":\"\",\"menu_order\":\"\",\"embed\":\"\",\"category__in\":[],\"category__not_in\":[],\"category__and\":[],\"post__in\":[],\"post__not_in\":[],\"post_name__in\":[],\"tag__in\":[],\"tag__not_in\":[],\"tag__and\":[],\"tag_slug__in\":[],\"tag_slug__and\":[],\"post_parent__in\":[],\"post_parent__not_in\":[],\"author__in\":[],\"author__not_in\":[],\"search_columns\":[],\"has_password\":false,\"order\":\"DESC\",\"orderby\":\"doc_rank\",\"ignore_sticky_posts\":false,\"suppress_filters\":false,\"cache_results\":true,\"update_post_term_cache\":true,\"update_menu_item_cache\":false,\"lazy_load_term_meta\":true,\"update_post_meta_cache\":true,\"post_type\":\"\",\"posts_per_page\":10,\"nopaging\":false,\"comments_per_page\":\"50\",\"no_found_rows\":false,\"taxonomy\":\"sector\",\"term\":\"artificial-intelligence\"}","current_page":"2","max_page":"195"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/loadmoreposts.js?ver=6.6.2" id="loadmore_posts-js"></script> <link rel="https://api.w.org/" href="https://www.verdict.co.uk/wp-json/" /><link rel="alternate" title="JSON" type="application/json" href="https://www.verdict.co.uk/wp-json/wp/v2/sector/6236" /><link rel="EditURI" type="application/rsd+xml" title="RSD" href="https://www.verdict.co.uk/xmlrpc.php?rsd" /> <meta name="generator" content="WordPress 6.6.2" /> <style id="Sgpollscstyle">iframe[src^="https://www.surveygizmo.eu"]{display:block!important;height:auto!important;}</style> <script> !function(f,b,e,v,n,t,s) {if(f.fbq)return;n=f.fbq=function(){n.callMethod? n.callMethod.apply(n,arguments):n.queue.push(arguments)}; if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0'; n.queue=[];t=b.createElement(e);t.async=!0; t.src=v;s=b.getElementsByTagName(e)[0]; s.parentNode.insertBefore(t,s)}(window, document,'script', 'https://connect.facebook.net/en_US/fbevents.js'); fbq('init', '1175064750058523'); fbq('track', 'PageView'); </script> <noscript> <img height="1" width="1" style="display:none" src="https://www.facebook.com/tr?id=1175064750058523&ev=PageView&noscript=1"/> </noscript>   <script> !function(f,b,e,v,n,t,s) {if(f.fbq)return;n=f.fbq=function(){n.callMethod? n.callMethod.apply(n,arguments):n.queue.push(arguments)}; if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0'; n.queue=[];t=b.createElement(e);t.async=!0; t.src=v;s=b.getElementsByTagName(e)[0]; s.parentNode.insertBefore(t,s)}(window, document,'script', 'https://connect.facebook.net/en_US/fbevents.js'); fbq('init', '501151668227761'); fbq('track', 'PageView'); </script> <noscript> <img height="1" width="1" style="display:none" src="https://www.facebook.com/tr?id=501151668227761&ev=PageView&noscript=1"/> </noscript>   <script type="application/ld+json"> {"@context":"http:\/\/schema.org","@type":"WebPage","headline":"Artificial Intelligence","url":"http:\/\/www.verdict.co.uk\/sector\/theme\/technology\/artificial-intelligence\/","Categories":"Features","sectors":"Artificial Intelligence,Technology"} </script>  <meta name="onesignal" content="wordpress-plugin"/> <script> window.OneSignal = window.OneSignal || []; OneSignal.push( function() { OneSignal.SERVICE_WORKER_UPDATER_PATH = 'OneSignalSDKUpdaterWorker.js'; OneSignal.SERVICE_WORKER_PATH = 'OneSignalSDKWorker.js'; OneSignal.SERVICE_WORKER_PARAM = { scope: '/wp-content/plugins/onesignal-free-web-push-notifications/sdk_files/push/onesignal/' }; OneSignal.setDefaultNotificationUrl("https://www.verdict.co.uk"); var oneSignal_options = {}; window._oneSignalInitOptions = oneSignal_options; oneSignal_options['wordpress'] = true; oneSignal_options['appId'] = ''; oneSignal_options['allowLocalhostAsSecureOrigin'] = true; oneSignal_options['httpPermissionRequest'] = { }; oneSignal_options['httpPermissionRequest']['enable'] = true; oneSignal_options['welcomeNotification'] = { }; oneSignal_options['welcomeNotification']['title'] = ""; oneSignal_options['welcomeNotification']['message'] = ""; oneSignal_options['path'] = "https://www.verdict.co.uk/wp-content/plugins/onesignal-free-web-push-notifications/sdk_files/"; oneSignal_options['promptOptions'] = { }; oneSignal_options['notifyButton'] = { }; oneSignal_options['notifyButton']['enable'] = true; oneSignal_options['notifyButton']['position'] = 'bottom-right'; oneSignal_options['notifyButton']['theme'] = 'default'; oneSignal_options['notifyButton']['size'] = 'medium'; oneSignal_options['notifyButton']['showCredit'] = true; oneSignal_options['notifyButton']['text'] = {}; OneSignal.init(window._oneSignalInitOptions); }); function documentInitOneSignal() { var oneSignal_elements = document.getElementsByClassName("OneSignal-prompt"); var oneSignalLinkClickHandler = function(event) { OneSignal.push(['registerForPushNotifications']); event.preventDefault(); }; for(var i = 0; i < oneSignal_elements.length; i++) oneSignal_elements[i].addEventListener('click', oneSignalLinkClickHandler, false); } if (document.readyState === 'complete') { documentInitOneSignal(); } else { window.addEventListener("load", function(event){ documentInitOneSignal(); }); } </script> <link rel="icon" href="https://www.verdict.co.uk/wp-content/uploads/2022/01/cropped-Verdict-Favicon-150x150.png" sizes="32x32" /> <link rel="icon" href="https://www.verdict.co.uk/wp-content/uploads/2022/01/cropped-Verdict-Favicon-300x300.png" sizes="192x192" /> <link rel="apple-touch-icon" href="https://www.verdict.co.uk/wp-content/uploads/2022/01/cropped-Verdict-Favicon-180x180.png" /> <meta name="msapplication-TileImage" content="https://www.verdict.co.uk/wp-content/uploads/2022/01/cropped-Verdict-Favicon-300x300.png" />  <script> (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); ga('create', '', 'auto'); ga('send', 'pageview'); </script>     <script> /* window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'UA-3619893-46'); */ </script> <script> /*(function (w,d,t) { _ml = w._ml || {}; _ml.eid = '92620'; var permutive_id = localStorage.getItem("permutive-id"); _ml.fp = permutive_id; var s, cd, tag; s = d.getElementsByTagName(t)[0]; cd = new Date(); tag = d.createElement(t); tag.async = 1; tag.src = 'https://ml314.com/tag.aspx?' + cd.getDate() + cd.getMonth(); s.parentNode.insertBefore(tag, s); })(window,document,'script'); !function(e,t,c,n,o,a,m){e._bmb||(o=e._bmb=function(){o.x?o.x.apply(o,arguments):o.q.push(arguments)},o.q=[],a=t.createElement(c),a.async=true,a.src="https://vi.ml314.com/get?eid=92620&tk=9SM99YASheC81kPEUNURUvoaIxiCe5GwHEFZ2OS5TC03d&fp="+(e.localStorage&&e.localStorage.getItem(n)||""),m=t.getElementsByTagName(c)[0],m.parentNode.insertBefore(a,m))}(window,document,"script","_ccmaid"); window.googletag = window.googletag || {cmd: []}; googletag.cmd.push(function() { _bmb('vi', function(data){ if (data != null) { var tmpSegment = [ data.industry_id, data.revenue_id, data.size_id, data.functional_area_id, data.professional_group_id, data.seniority_id, data.decision_maker_id, data.install_data_id, data.topic_id, data.interest_group_id, data.segment, data.b2b_interest_cluster_id ].filter(Boolean).join(','); tmpSegment != '' && googletag.pubads().setTargeting("bmb",tmpSegment.split(',')); } }); });*/ </script> </head> <body class="thb-boxed-off thb_ads_header_mobile_on thb-lightbox-on thb-capitalize-off thb-dark-mode-off thb-header-style1 thb-title-underline-hover" > <script src="https://cdnjs.cloudflare.com/ajax/libs/classie/1.0.1/classie.js"></script> <script src="https://cdnjs.cloudflare.com/ajax/libs/magnific-popup.js/1.1.0/jquery.magnific-popup.min.js"></script> <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/magnific-popup.js/1.1.0/magnific-popup.min.css" /> <link rel="stylesheet" type="text/css" href="//cdn.jsdelivr.net/jquery.slick/1.6.0/slick.css"/> <script type="text/javascript" src="//cdn.jsdelivr.net/jquery.slick/1.6.0/slick.min.js"></script>    <header class="site-header" id="top"> <div class="site-logo"> <a href="https://www.verdict.co.uk/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2016/06/V.png" alt="V"> </a> </div> <div class="initials"><a href="https://www.verdict.co.uk">V</a></div> <div class="menu-button">Menu</div> <div class="search-button">Search</div> <form action="https://www.verdict.co.uk/s" class="search-form laptop-search" method="get" role="search"> <input type="text" name="search" value="" placeholder="Search" class="search-box" /> <input type="submit" class="search-submit"> </form>  <nav class="burger-menu"> <div class="scroll"> <form action="https://www.verdict.co.uk/s" class="search-form" method="get" role="search"> <input type="text" name="search" value="" placeholder="Search" class="search-box" /> <input type="submit" class="search-submit"> </form>  <section class="nav-block sections"> <h2>Sections</h2> <div class="menu-burger-menu-container"><ul id="menu-burger-menu" class="menu"><li id="menu-item-294269" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-home menu-item-294269"><a title="Home" href="https://www.verdict.co.uk/" class="c-nav-hamburger-menu__link">Home</a></li> <li id="menu-item-294247" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294247"><a title="News" href="https://www.verdict.co.uk/news/" class="c-nav-hamburger-menu__link">News</a></li> <li id="menu-item-294262" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-294262 dropdown"><a title="Analysis" href="https://www.verdict.co.uk/analysis/" data-toggle="dropdown" class="c-nav-hamburger-menu__link c-nav-hamburger-menu__link--has-children">Analysis</a><input type="checkbox" value="analysis" name="analysis"> <ul role="menu" class=" dropdown-menu"> <li id="menu-item-294253" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294253"><a title="Features" href="https://www.verdict.co.uk/features/" class="c-nav-hamburger-menu__link">Features</a></li> <li id="menu-item-294252" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294252"><a title="Comment & Opinion" href="https://www.verdict.co.uk/comment/" class="c-nav-hamburger-menu__link">Comment & Opinion</a></li> <li id="menu-item-294268" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294268"><a title="Data Insights" href="https://www.verdict.co.uk/data-insights/" class="c-nav-hamburger-menu__link">Data Insights</a></li> </ul> </li> <li id="menu-item-294261" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-has-children menu-item-294261 dropdown"><a title="Sectors" href="https://www.verdict.co.uk/sector/verdict/" data-toggle="dropdown" class="c-nav-hamburger-menu__link c-nav-hamburger-menu__link--has-children">Sectors</a><input type="checkbox" value="analysis" name="analysis"> <ul role="menu" class=" dropdown-menu"> <li id="menu-item-294248" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294248"><a title="5G" href="https://www.verdict.co.uk/sector/technology-media-telecom/telecom/5g/" class="c-nav-hamburger-menu__link">5G</a></li> <li id="menu-item-294250" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294250"><a title="Fintech" href="https://www.verdict.co.uk/sector/financial-services/fintech/" class="c-nav-hamburger-menu__link">Fintech</a></li> <li id="menu-item-294251" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294251"><a title="Hardware" href="https://www.verdict.co.uk/sector/technology-media-telecom/hardware/" class="c-nav-hamburger-menu__link">Hardware</a></li> </ul> </li> <li id="menu-item-310630" class="menu-item menu-item-type-taxonomy menu-item-object-sector current-sector-ancestor current-menu-ancestor current-menu-parent menu-item-has-children menu-item-310630 active dropdown"><a title="Themes" href="https://www.verdict.co.uk/sector/theme/" data-toggle="dropdown" class="c-nav-hamburger-menu__link c-nav-hamburger-menu__link--has-children">Themes</a><input type="checkbox" value="analysis" name="analysis"> <ul role="menu" class=" dropdown-menu"> <li id="menu-item-294254" class="menu-item menu-item-type-taxonomy menu-item-object-sector current-menu-item menu-item-294254 active "><a title="Artificial Intelligence" href="https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/" class="c-nav-hamburger-menu__link">Artificial Intelligence</a></li> <li id="menu-item-294255" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294255"><a title="Cloud" href="https://www.verdict.co.uk/sector/theme/technology/cloud/" class="c-nav-hamburger-menu__link">Cloud</a></li> <li id="menu-item-294256" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294256"><a title="Corporate Governance" href="https://www.verdict.co.uk/sector/theme/macro/esg/governance/" class="c-nav-hamburger-menu__link">Corporate Governance</a></li> <li id="menu-item-294257" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294257"><a title="Cybersecurity" href="https://www.verdict.co.uk/sector/theme/technology/cybersecurity/" class="c-nav-hamburger-menu__link">Cybersecurity</a></li> <li id="menu-item-294259" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294259"><a title="Environmental Sustainability" href="https://www.verdict.co.uk/sector/theme/macro/esg/environment/" class="c-nav-hamburger-menu__link">Environmental Sustainability</a></li> <li id="menu-item-294260" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294260"><a title="Internet of Things" href="https://www.verdict.co.uk/sector/theme/technology/internet-of-things/" class="c-nav-hamburger-menu__link">Internet of Things</a></li> <li id="menu-item-294280" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294280"><a title="Robotics" href="https://www.verdict.co.uk/sector/theme/technology/robotics/" class="c-nav-hamburger-menu__link">Robotics</a></li> <li id="menu-item-294281" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-294281"><a title="Social Responsibility" href="https://www.verdict.co.uk/sector/theme/macro/esg/social/" class="c-nav-hamburger-menu__link">Social Responsibility</a></li> </ul> </li> <li id="menu-item-294282" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children menu-item-294282 dropdown"><a title="Insights" href="https://www.verdict.co.uk/insights/" data-toggle="dropdown" class="c-nav-hamburger-menu__link c-nav-hamburger-menu__link--has-children">Insights</a><input type="checkbox" value="analysis" name="analysis"> <ul role="menu" class=" dropdown-menu"> <li id="menu-item-294283" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294283"><a title="Deals" href="https://www.verdict.co.uk/deals-dashboards/" class="c-nav-hamburger-menu__link">Deals</a></li> <li id="menu-item-294286" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294286"><a title="Jobs" href="https://www.verdict.co.uk/jobs/" class="c-nav-hamburger-menu__link">Jobs</a></li> <li id="menu-item-294284" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294284"><a title="Filings" href="https://www.verdict.co.uk/filings/" class="c-nav-hamburger-menu__link">Filings</a></li> <li id="menu-item-294287" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294287"><a title="Patents" href="https://www.verdict.co.uk/patents/" class="c-nav-hamburger-menu__link">Patents</a></li> <li id="menu-item-294288" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-294288"><a title="Social Media" href="https://www.verdict.co.uk/influencers-dashboards/" class="c-nav-hamburger-menu__link">Social Media</a></li> </ul> </li> <li id="menu-item-294443" class="menu-item menu-item-type-post_type_archive menu-item-object-events menu-item-294443"><a title="Events" href="https://www.verdict.co.uk/events/" class="c-nav-hamburger-menu__link">Events</a></li> <li id="menu-item-294275" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-294275"><a title="Reports" href="https://www.verdict.co.uk/reports/" class="c-nav-hamburger-menu__link">Reports</a></li> <li id="menu-item-321977" class="premium-insights-menu-link menu-item menu-item-type-post_type menu-item-object-page menu-item-321977"><a title="Buy Reports" href="https://www.verdict.co.uk/premium-insights/" class="c-nav-hamburger-menu__link">Buy Reports</a></li> <li id="menu-item-294270" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-294270"><a title="Magazine" href="https://magazine.verdict.co.uk/" class="c-nav-hamburger-menu__link">Magazine</a></li> </ul></div> </section> <section class="nav-block globaldata"> <h2>GlobalData</h2> <div class="menu-globaldata-container"><ul id="menu-globaldata" class="menu"><li id="menu-item-294291" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-294291"><a title="About Us" href="https://www.verdict.co.uk/about/" class="c-nav-hamburger-menu__link">About Us</a></li> <li id="menu-item-294292" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-294292"><a title="Contact Us" href="https://www.verdict.co.uk/contact/" class="c-nav-hamburger-menu__link">Contact Us</a></li> <li id="menu-item-294294" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-294294"><a title="Our Marketing Solutions" href="https://www.verdictmediastrategies.com/" class="c-nav-hamburger-menu__link">Our Marketing Solutions</a></li> <li id="menu-item-294311" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-294311"><a title="GlobalData Reports" href="https://store.globaldata.com/" class="c-nav-hamburger-menu__link">GlobalData Reports</a></li> <li id="menu-item-294310" class="ext-link menu-item menu-item-type-custom menu-item-object-custom menu-item-294310"><a title="Visit Global Data" target="_blank" href="https://www.globaldata.com/" class="c-nav-hamburger-menu__link">Visit Global Data</a></li> </ul></div> </section> <section class="nav-block from-our-partners"> <h2>From Our Partners</h2> <div class="menu-partners-container"><ul id="menu-partners" class="menu"><li id="menu-item-325502" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-325502"><a title="Building the Foundations of Industry 5.0" href="https://www.verdict.co.uk/sector/partners/building-the-foundations-of-industry-5-0/" class="c-nav-hamburger-menu__link">Building the Foundations of Industry 5.0</a></li> </ul></div> </section> </div>  </nav>  <nav class="nav-bar"> <div class="menu-header-menu-container"><ul id="menu-header-menu" class="menu"><li id="menu-item-294271" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-category-276"><a href="https://www.verdict.co.uk/news/"><span>News</span></a></li> <li id="menu-item-294290" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children has-sub menu-item-category-8606"><a href="https://www.verdict.co.uk/analysis/"><span>Analysis</span></a> <div class="mega"><section class="nav-block subcats"><h2>Sections</h2><ul> <li id="menu-item-294278" class="menu-item menu-item-type-taxonomy menu-item-object-category c-nav-hamburger-menu__sub-item menu-item-category-7856"><a href="https://www.verdict.co.uk/features/"><span>Features</span></a></li> <li id="menu-item-294277" class="menu-item menu-item-type-taxonomy menu-item-object-category c-nav-hamburger-menu__sub-item menu-item-category-4041"><a href="https://www.verdict.co.uk/comment/"><span>Comment & Opinion</span></a></li> <li id="menu-item-320733" class="menu-item menu-item-type-taxonomy menu-item-object-category c-nav-hamburger-menu__sub-item menu-item-category-8404"><a href="https://www.verdict.co.uk/data-insights/"><span>Data Insights</span></a></li> </ul></section><section class="nav-block most-read"><h2>Latest</h2><ul><li><a href="https://www.verdict.co.uk/opinion-businesses-must-deploy-ai-driven-observability-for-a-successful-black-friday/">Opinion: Businesses must deploy AI driven observability for a successful Black Friday</a></li><li><a href="https://www.verdict.co.uk/why-us-tech-leaders-may-quietly-welcome-trumps-win/">Why US tech leaders may (quietly) welcome Trump’s win</a></li><li><a href="https://www.verdict.co.uk/future-ai-unicorns-will-emerge-from-the-application-layer/">Future AI unicorns will emerge from the application layer</a></li></ul></section></div> </li> <li id="menu-item-294289" class="menu-item menu-item-type-taxonomy menu-item-object-sector menu-item-has-children has-sub"><a href="https://www.verdict.co.uk/sector/verdict/"><span>Sectors</span></a> <div class="mega"><section class="nav-block subcats"><h2>Sections</h2><ul> <li id="menu-item-294272" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/technology-media-telecom/telecom/5g/"><span>5G</span></a></li> <li id="menu-item-294273" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/financial-services/fintech/"><span>Fintech</span></a></li> <li id="menu-item-294274" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/technology-media-telecom/hardware/"><span>Hardware</span></a></li> </ul></section><section class="nav-block most-read"><h2>Latest</h2><ul><li><a href="https://www.verdict.co.uk/huawei-spectral-efficiency-pooling-5g/">New tech boosts the 5G experience with greater spectral efficiency</a></li><li><a href="https://www.verdict.co.uk/carriers-jostle-for-customers/">US carriers jostle for customers with hot preorder promotions</a></li><li><a href="https://www.verdict.co.uk/dubai-based-tech-company-to-invest-1bn-in-data-centres-in-thailand/">Dubai-based tech company to invest $1bn in data centres in Thailand </a></li></ul></section></div> </li> <li id="menu-item-310627" class="menu-item menu-item-type-taxonomy menu-item-object-sector current-sector-ancestor current-menu-ancestor current-menu-parent menu-item-has-children has-sub current "><a href="https://www.verdict.co.uk/sector/theme/"><span>Themes</span></a> <div class="mega"><section class="nav-block subcats"><h2>Sections</h2><ul> <li id="menu-item-294301" class="menu-item menu-item-type-taxonomy menu-item-object-sector current-menu-item active c-nav-hamburger-menu__sub-item current "><a href="https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/"><span>Artificial Intelligence</span></a></li> <li id="menu-item-294302" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/theme/technology/cloud/"><span>Cloud</span></a></li> <li id="menu-item-294303" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/theme/macro/esg/governance/"><span>Corporate Governance</span></a></li> <li id="menu-item-294304" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/theme/technology/cybersecurity/"><span>Cybersecurity</span></a></li> <li id="menu-item-294305" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/theme/macro/esg/environment/"><span>Environmental Sustainability</span></a></li> <li id="menu-item-294306" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/theme/technology/internet-of-things/"><span>Internet of Things</span></a></li> <li id="menu-item-294307" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/theme/technology/robotics/"><span>Robotics</span></a></li> <li id="menu-item-294308" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/theme/macro/esg/social/"><span>Social Responsibility</span></a></li> <li id="menu-item-355344" class="menu-item menu-item-type-taxonomy menu-item-object-sector c-nav-hamburger-menu__sub-item"><a href="https://www.verdict.co.uk/sector/fdi/"><span>Foreign Direct Investment</span></a></li> </ul></section><section class="nav-block most-read"><h2>Latest</h2><ul><li><a href="https://www.verdict.co.uk/huawei-spectral-efficiency-pooling-5g/">New tech boosts the 5G experience with greater spectral efficiency</a></li><li><a href="https://www.verdict.co.uk/carriers-jostle-for-customers/">US carriers jostle for customers with hot preorder promotions</a></li><li><a href="https://www.verdict.co.uk/dubai-based-tech-company-to-invest-1bn-in-data-centres-in-thailand/">Dubai-based tech company to invest $1bn in data centres in Thailand </a></li></ul></section></div> </li> <li id="menu-item-294296" class="menu-item menu-item-type-taxonomy menu-item-object-category menu-item-has-children has-sub menu-item-category-8602"><a href="https://www.verdict.co.uk/insights/"><span>Insights</span></a> <div class="mega"><section class="nav-block subcats"><h2>Sections</h2><ul> <li id="menu-item-294295" class="menu-item menu-item-type-taxonomy menu-item-object-category c-nav-hamburger-menu__sub-item menu-item-category-7763"><a href="https://www.verdict.co.uk/deals-dashboards/"><span>Deals</span></a></li> <li id="menu-item-294298" class="menu-item menu-item-type-taxonomy menu-item-object-category c-nav-hamburger-menu__sub-item menu-item-category-5859"><a href="https://www.verdict.co.uk/jobs/"><span>Jobs</span></a></li> <li id="menu-item-294297" class="menu-item menu-item-type-taxonomy menu-item-object-category c-nav-hamburger-menu__sub-item menu-item-category-5860"><a href="https://www.verdict.co.uk/filings/"><span>Filings</span></a></li> <li id="menu-item-294299" class="menu-item menu-item-type-taxonomy menu-item-object-category c-nav-hamburger-menu__sub-item menu-item-category-5864"><a href="https://www.verdict.co.uk/patents/"><span>Patents</span></a></li> <li id="menu-item-294300" class="menu-item menu-item-type-taxonomy menu-item-object-category c-nav-hamburger-menu__sub-item menu-item-category-5862"><a href="https://www.verdict.co.uk/influencers-dashboards/"><span>Social Media</span></a></li> </ul></section><section class="nav-block most-read"><h2>Latest</h2><ul><li><a href="https://www.verdict.co.uk/ma-activity-electronic-warfare-technology-industry/">Q4 2023 update: electronic warfare related M&A activity in the technology industry</a></li><li><a href="https://www.verdict.co.uk/ma-activity-individualism-expression-technology-industry/">How individualism & expression M&A performed in the technology industry in Q2 2024</a></li><li><a href="https://www.verdict.co.uk/privateequity-activity-renewable-energy-technology-industry/">How renewable energy private equity performed in the technology industry in Q2 2024</a></li></ul></section></div> </li> <li id="menu-item-294440" class="menu-item menu-item-type-post_type_archive menu-item-object-events"><a href="https://www.verdict.co.uk/events/"><span>Events</span></a></li> <li id="menu-item-321978" class="premium-insights-menu-link menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.verdict.co.uk/premium-insights/"><span>Buy Reports</span></a></li> <li id="menu-item-330660" class="menu-item menu-item-type-post_type menu-item-object-page"><a href="https://www.verdict.co.uk/newsletters/"><span>Newsletters</span></a></li> </ul></div> <div class="initials"><a href="https://www.verdict.co.uk">V</a></div> </nav> <nav class="sub-nav-bar"> <div class="sub-nav-inner"> <div class="breadcrumb"> <ul> <li><a href="https://www.verdict.co.uk/sector/theme/">Themes</a></li> </ul> </div> <div class="subcategories"> <div class="arrow-left">Left</div> <div class="arrow-right">Right</div> <ul> <li class="current"><a href="https://www.verdict.co.uk/sector/theme/technology/artificial-intelligence/">Artificial Intelligence</a></li> <li class=""><a href="https://www.verdict.co.uk/sector/theme/technology/cloud/">Cloud</a></li> <li class=""><a href="https://www.verdict.co.uk/sector/theme/macro/esg/governance/">Corporate Governance</a></li> <li class=""><a href="https://www.verdict.co.uk/sector/theme/technology/cybersecurity/">Cybersecurity</a></li> <li class=""><a href="https://www.verdict.co.uk/sector/theme/macro/esg/environment/">Environmental Sustainability</a></li> <li class=""><a href="https://www.verdict.co.uk/sector/theme/technology/internet-of-things/">Internet of Things</a></li> <li class=""><a href="https://www.verdict.co.uk/sector/theme/technology/robotics/">Robotics</a></li> <li class=""><a href="https://www.verdict.co.uk/sector/theme/macro/esg/social/">Social Responsibility</a></li> </ul> </div> </div> </nav> <div class="menu-bg"></div> </header> <main class="category-page grid-container"> <header class="header-category"> <h1>Artificial Intelligence</h1> </header> <section class="categories"> <div class="grid-x desktop-gap"> <div class="cell large-9 full-border-desktop-version feature grid-x"> <div class="cell feature grid-x border-bottom mb"> <div class="cell large-6 articles"> <div class="cell large-6"> <div class="category mb-small"> <a href="https://www.verdict.co.uk/features/" class="c-post-content__category">Features</a> </div> <h1><a href="https://www.verdict.co.uk/opinion-businesses-must-deploy-ai-driven-observability-for-a-successful-black-friday/">Opinion: Businesses must deploy AI driven observability for a successful Black Friday</a></h1> <p class="global-paragraph">Karthik Sj, AI lead at US AI observability platform LogicMonitor, tells Verdict what retailers should do for a successful Black Friday. </p> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/larawilliams/ > Lara Williams</a> </div> </div> </div> <div class="cell large-6 articles padding-left-gap"> <figure> <a href="https://www.verdict.co.uk/opinion-businesses-must-deploy-ai-driven-observability-for-a-successful-black-friday/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/shutterstock_523869391.jpg" alt=""> </a> </figure> </div> </div> <div class="cell left-column large-6 articles border-right"> <article> <div class="category mb-small"> <a href="https://www.verdict.co.uk/analyst-comment/" class="c-post-content__category">Analyst Comment</a> </div> <h3 class="border-bottom mb"> <a href="https://www.verdict.co.uk/why-do-consumers-hate-smart-glasses/"> Why do consumers hate smart glasses? </a> </h3> <figure> <a href="https://www.verdict.co.uk/coreweave-2025-us-ipo/"> <img class="mb" src="https://www.verdict.co.uk/wp-content/uploads/2024/11/CoreWeave-shutterstock_2470349097-1-1024x640.jpg" data-src="" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3 class="border-bottom mb"> <a href="https://www.verdict.co.uk/coreweave-2025-us-ipo/"> CoreWeave targets $35bn valuation in 2025 US IPO </a> </h3> </article> </div> <div class="cell large-6 articles padding-left-gap"> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3 class="border-bottom mb"> <a href="https://www.verdict.co.uk/lightning-ai-secures-50m/"> Lightning AI secures $50m to enhance AI development tools </a> </h3> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3 class="border-bottom mb"> <a href="https://www.verdict.co.uk/xai-startup-5bn-funding/"> xAI startup reportedly raises $5bn in funding round </a> </h3> <div class="category mb-small"> <a href="https://www.verdict.co.uk/features/" class="c-post-content__category">Features</a> </div> <h3 class="border-bottom mb"> <a href="https://www.verdict.co.uk/future-ai-unicorns-will-emerge-from-the-application-layer/"> Future AI unicorns will emerge from the application layer </a> </h3> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3 class="border-bottom mb"> <a href="https://www.verdict.co.uk/perplexity-ai-shopping-assistant/"> Perplexity unveils AI shopping assistant Buy With Pro </a> </h3> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3 class="border-bottom mb"> <a href="https://www.verdict.co.uk/ai-hype-cooling-but-business-confidence-remains-survey/"> AI hype cooling, but business confidence remains – survey </a> </h3> </div>   <div class="grid-container"> <section class="gdm-newsletter-banner__container"> <div class="gdm-newsletter-banner__wrapper-container gdm-newsletter-banner__wrapper-container--article"> <div class="gdm-newsletter-banner-info__wrapper"> <div class="gdm-newsletter-banner-logo__container"> <img src="/wp-content/themes/goodlife-wp-B2B/assets/images/newsletter-new.svg" alt="Email newsletter icon"> </div> <div class="gdm-newsletter-banner-info__container"> <h3 class="gdm-newsletter-banner__heading wp-noreslt">Sign up for our daily news round-up!</h3> <h3 class="gdm-newsletter-banner__sub-heading">Give your business an edge with our leading industry insights.</h3> </div> </div> <div class="gdm-newsletter-banner__btn-container"> <a href="https://www.verdict.co.uk/all-newsletters/" class="button secondary solid">Sign up</a> </div> </div> </section> </div>  <div id="load_more_posts"> <section class="article-grid article-grid-row with-images"> <div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/nokia-acquires-rapids-assets/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/API-shutterstock_1783441619-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/API-shutterstock_1783441619-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/nokia-acquires-rapids-assets/">Nokia acquires Rapid’s technology assets to enhance network API development </a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/softbank-to-build-supercomputer/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/NVIADIA-shutterstock_2320842535-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/NVIADIA-shutterstock_2320842535-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/softbank-to-build-supercomputer/">SoftBank unit to build supercomputer with Nvidia Blackwell chips </a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/coreweave-raises-650m-share-sale/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/core-shutterstock_2500529435-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/core-shutterstock_2500529435-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/coreweave-raises-650m-share-sale/">Cloud computing provider CoreWeave raises $650m in secondary share sale </a> </h3> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/youtube-ai-music-remix-feature/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/YouTube-shutterstock_2217392219-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/YouTube-shutterstock_2217392219-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/youtube-ai-music-remix-feature/">YouTube reportedly trialling AI-driven music remix feature for Shorts</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/altair-and-esa-partner/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Altair-shutterstock_2240795461-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Altair-shutterstock_2240795461-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/altair-and-esa-partner/">Altair and ESA to offer AI technology to European aerospace start-ups</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/interview-hcls-cto-on-how-ai-is-changing-software-services/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Vijay-Photo29-1024x668.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Vijay-Photo29-1024x668.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/features/" class="c-post-content__category">Features</a> </div> <h3> <a href="https://www.verdict.co.uk/interview-hcls-cto-on-how-ai-is-changing-software-services/">Interview: HCLTech’s CTO on how AI is changing software services</a> </h3> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/larawilliams/ > Lara Williams</a> </div> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/will-ai-driven-legaltech-replace-lawyers-or-simply-create-a-massive-productivity-boost/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/shutterstock_2481855511.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/shutterstock_2481855511.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/features/" class="c-post-content__category">Features</a> </div> <h3> <a href="https://www.verdict.co.uk/will-ai-driven-legaltech-replace-lawyers-or-simply-create-a-massive-productivity-boost/">Will AI driven legaltech replace lawyers or simply create a massive productivity boost?</a> </h3> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/larawilliams/ > Lara Williams</a> </div> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/opinion-startups-must-understand-ai-strategy-to-thrive-balderton-capital-general-partner/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/03/shutterstock_2371515521-1024x683.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/03/shutterstock_2371515521-1024x683.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/features/" class="c-post-content__category">Features</a> </div> <h3> <a href="https://www.verdict.co.uk/opinion-startups-must-understand-ai-strategy-to-thrive-balderton-capital-general-partner/">Opinion: Startups must understand AI policy strategy to thrive – Balderton Capital general partner</a> </h3> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/larawilliams/ > Lara Williams</a> </div> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/salesforce-to-hire-1000-people/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/newjobs-shutterstock_2410107337-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/newjobs-shutterstock_2410107337-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/salesforce-to-hire-1000-people/">Salesforce to hire more than 1,000 workers to boost AI product sales </a> </h3> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/shivammishra/ > Shivam Mishra</a> </div> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/yandex-invest-indonesia-ecosystem/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Yandex-shutterstock_1560204764-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Yandex-shutterstock_1560204764-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/yandex-invest-indonesia-ecosystem/">Russia’s Yandex to invest in Indonesia’s AI ecosystem</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/openai-acquires-chat-com/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/OpenAI-shutterstock_2261170113-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/OpenAI-shutterstock_2261170113-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/openai-acquires-chat-com/">OpenAI acquires Chat.com domain</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/saudi-arabia-plans-100bn-investment/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Saudi-Arabia-shutterstock_2508363925-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Saudi-Arabia-shutterstock_2508363925-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/saudi-arabia-plans-100bn-investment/">Saudi Arabia plans $100bn investment in AI</a> </h3> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/lumen-google-cloud-partnership/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Lumen-shutterstock_2284126663-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Lumen-shutterstock_2284126663-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/lumen-google-cloud-partnership/">Lumen and Google Cloud partner to boost digital transformation</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/perplexity-nears-500m-funding/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Perplexity-shutterstock_2507044803-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Perplexity-shutterstock_2507044803-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/perplexity-nears-500m-funding/">Perplexity AI nears $500m funding at $9bn valuation</a> </h3> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/kuldeepjha/ > Kuldeep Jha</a> </div> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/oppo-polyu-ai-research-centre/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Photo-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/11/Photo-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/oppo-polyu-ai-research-centre/">Oppo and Hong Kong PolyU to open AI research centre </a> </h3> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/umg-and-klay-vision-collaborate/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/universal-shutterstock_2256229519-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/universal-shutterstock_2256229519-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/umg-and-klay-vision-collaborate/">UMG and KLAY Vision collaborate on ethical AI music model </a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/google-computer-using-agent-ai/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/AI-shutterstock_2412777321-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/AI-shutterstock_2412777321-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/google-computer-using-agent-ai/">Google reportedly working on computer-using AI systems </a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/genie-ai-garners-funding/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Genie-AI-shutterstock_2520071063-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Genie-AI-shutterstock_2520071063-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/genie-ai-garners-funding/">Genie AI garners $17.8m funding in Series A round </a> </h3> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/nvidia-indian-ai-partnerships/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/3423791-Fireside-On-Stage-02787-960x719-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/3423791-Fireside-On-Stage-02787-960x719-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/nvidia-indian-ai-partnerships/">NVIDIA forms AI partnerships with multiple Indian companies </a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/infosys-with-meta/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Infosys-and-Meta_24.10.24-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Infosys-and-Meta_24.10.24-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/infosys-with-meta/">Infosys strengthens partnership with Meta to drive innovation</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/accenture-invests-in-reality-defender/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Accenture-shutterstock_2433580187-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Accenture-shutterstock_2433580187-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/accenture-invests-in-reality-defender/">Accenture invests in Reality Defender for deepfake detection</a> </h3> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/meta-self-evaluation-model/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Meta-shutterstock_2478851877-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Meta-shutterstock_2478851877-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/meta-self-evaluation-model/">Meta unveils new AI self-evaluation model</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/perplexity-ai-9bn-valuation/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Perplexity-AI-shutterstock_2431736411-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Perplexity-AI-shutterstock_2431736411-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/perplexity-ai-9bn-valuation/">Perplexity AI seeks $9bn valuation in funding round</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/lightmatter-secures-400m-funding/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/funding-shutterstock_2198428993-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/funding-shutterstock_2198428993-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/lightmatter-secures-400m-funding/">Lightmatter secures $400m funding to advance AI computing</a> </h3> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/amd-ups-networking-and-accelerator-offering-to-compete-with-nvidia/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/MG_9788-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/MG_9788-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/amd-ups-networking-and-accelerator-offering-to-compete-with-nvidia/">AMD ups networking and accelerator offering to compete with Nvidia</a> </h3> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/evethomas/ > Eve Thomas</a> </div> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/interview-cambridge-spark-founder-on-what-ceos-need-to-know-about-ai/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Raoul-Gabriel_Urma_10-1024x683.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/Raoul-Gabriel_Urma_10-1024x683.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/features/" class="c-post-content__category">Features</a> </div> <h3> <a href="https://www.verdict.co.uk/interview-cambridge-spark-founder-on-what-ceos-need-to-know-about-ai/">Interview: Cambridge Spark founder on what CEOs need to know about AI</a> </h3> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/larawilliams/ > Lara Williams</a> </div> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/us-ai-chip-exports/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/USban-shutterstock_2500529435-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/USban-shutterstock_2500529435-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/us-ai-chip-exports/">US considers capping AI chip exports to certain countries </a> </h3> </article> </div> </div></section><section class="article-grid article-grid-row with-images"><div class="grid-x"> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/openai-poaches-generative-ai-expert/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/OpenAI-shutterstock_2496669441-1-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/OpenAI-shutterstock_2496669441-1-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/openai-poaches-generative-ai-expert/">OpenAI signs generative AI expert from Microsoft</a> </h3> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/zoomtopia-2024-key-takeaways/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/shutterstock_1742173553.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/shutterstock_1742173553.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/analyst-comment/" class="c-post-content__category">Analyst Comment</a> </div> <h3> <a href="https://www.verdict.co.uk/zoomtopia-2024-key-takeaways/">Zoomtopia 2024: Zoom is undergoing an AI-fueled evolution</a> </h3> <div class="byline mb-medium"> <a href=https://www.verdict.co.uk/author/globaldata-technology/ > GlobalData Technology</a> </div> </article> </div> <div class="cell large-4"> <article> <figure> <a href="https://www.verdict.co.uk/tsmc-additional-plants-in-europe/"> <img src="https://www.verdict.co.uk/wp-content/uploads/2024/10/aichip-shutterstock_2462792703-1024x576.jpg" data-src="https://www.verdict.co.uk/wp-content/uploads/2024/10/aichip-shutterstock_2462792703-1024x576.jpg" alt=""> </a> </figure> <div class="category mb-small"> <a href="https://www.verdict.co.uk/news/" class="c-post-content__category">News</a> </div> <h3> <a href="https://www.verdict.co.uk/tsmc-additional-plants-in-europe/">TSMC planning additional plants in Europe</a> </h3> </article> </div> </div> </section> </div> <div class="load-more-btn feature grid-x mb"> <a id="pagination_showmore_category_btn" href="javascript: my_category_show_more();" class="button solid primary newsletter-signup__email-button" >View more</a> </div> </div> <div class="cell large-3 padding-left-gap-full articles"> <aside class="sidebar large-4 small-12 column secondary-content sidebar" role="complementary"> <div class="sidebar_inner fixed-me fix_cat_sidebar"> <div class="gdm-widget gdm-recommended-reports gdm-pi-recommended-reports gdm-orange-banner recommended-whitepapers"><h3 class="border-bottom mb border-top">Go deeper with GlobalData</h3><ul> <li class="grid-x"> <div class="cell small-2"> <figure> <a href="https://www.globaldata.com/store/report/esg-in-insurance-theme-analysis/"> <img src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/img/report.png" alt="Mining Technology Whitepaper"> </a> </figure> </div> <div class="cell small-10 details"> <div class="category"><a href="https://www.globaldata.com/store/reports/">Reports</a></div> <h4><a href="https://www.globaldata.com/store/report/esg-in-insurance-theme-analysis/">ESG (Environmental, Social, and Governance) in Insurance - Thematic Rese...</a></h4> </div> </li> <li class="grid-x"> <div class="cell small-2"> <figure> <a href="https://www.globaldata.com/store/report/climate-change-and-its-impact-on-insurance-market-theme-analysis/"> <img src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/img/report.png" alt="Mining Technology Whitepaper"> </a> </figure> </div> <div class="cell small-10 details"> <div class="category"><a href="https://www.globaldata.com/store/reports/">Reports</a></div> <h4><a href="https://www.globaldata.com/store/report/climate-change-and-its-impact-on-insurance-market-theme-analysis/">Climate Change and its Impact on Insurance Market - Thematic Research</a></h4> </div> </li> <ul><div class="about-premium-insights"> <h5> <svg xmlns="http://www.w3.org/2000/svg" width="12" height="14" viewBox="0 0 12 14" fill="none"> <path d="M3.05664 1.29896C3.14886 1.29896 3.24174 1.28141 3.33128 1.24506C3.50101 1.1755 3.63131 1.0489 3.69947 0.887834C3.76696 0.726141 3.76429 0.550034 3.69012 0.390848C3.61661 0.231662 3.48096 0.109452 3.30923 0.0455268C3.13683 -0.0177716 2.94906 -0.0152648 2.77933 0.0543008C2.42985 0.197192 2.26881 0.580116 2.42117 0.908516C2.5341 1.15294 2.78869 1.29896 3.05664 1.29896ZM9.57846 13.0925C9.42611 12.7641 9.01782 12.6131 8.66768 12.756C8.31753 12.8989 8.15649 13.2818 8.30884 13.6102C8.42244 13.854 8.67703 14 8.94432 14C9.03653 14 9.12942 13.9825 9.21896 13.9461C9.56977 13.8045 9.73081 13.4215 9.57846 13.0925ZM8.69908 11.4298L6.85079 7.44266C6.7833 7.29727 6.60288 7.23021 6.44785 7.29351L5.9233 7.50722C5.84846 7.53792 5.79033 7.59433 5.76026 7.66578C5.73019 7.73659 5.73219 7.81619 5.76427 7.88575L7.36198 11.3321C5.05662 11.9701 2.55214 10.889 1.58456 8.80076C0.795392 7.09797 1.22172 5.07806 2.64569 3.77386C2.73657 3.69051 2.7633 3.56329 2.71251 3.45361L2.46794 2.92529C2.42852 2.84068 2.34833 2.77864 2.25211 2.75921C2.15522 2.73853 2.05498 2.76485 1.98215 2.8269C0.0663648 4.44696 -0.530355 7.0259 0.498702 9.24447C1.48032 11.3615 3.69212 12.6281 6.0095 12.6281C6.80669 12.6281 7.61724 12.4783 8.39371 12.1618C8.69173 12.039 8.82939 11.7112 8.69908 11.4298ZM8.19792 1.76712C6.70512 1.21561 5.07467 1.2413 3.60726 1.83982C3.46225 1.89873 3.34999 2.00778 3.29253 2.14565C3.23439 2.28416 3.23706 2.43457 3.30054 2.57119L5.14884 6.55837C5.21633 6.70376 5.39675 6.77082 5.55177 6.70753L6.07633 6.49381C6.15117 6.46373 6.2093 6.4067 6.23937 6.33588C6.26944 6.26506 6.26744 6.18547 6.23536 6.1159L4.63765 2.66896C6.943 2.03034 9.44749 3.11205 10.4151 5.20027C11.2196 6.93565 10.804 8.90855 9.35528 10.2272C9.26373 10.3105 9.237 10.4384 9.28778 10.548L9.53235 11.0757C9.57178 11.1603 9.65197 11.2224 9.74819 11.2418C9.76957 11.2462 9.79162 11.2481 9.813 11.2481C9.88785 11.2481 9.96135 11.2224 10.0181 11.1741C11.9339 9.55407 12.53 6.97513 11.5016 4.75718C10.8641 3.38029 9.69072 2.31863 8.19792 1.76712ZM3.05664 1.29896C3.14886 1.29896 3.24174 1.28141 3.33128 1.24506C3.50101 1.1755 3.63131 1.0489 3.69947 0.887834C3.76696 0.726141 3.76429 0.550034 3.69012 0.390848C3.61661 0.231662 3.48096 0.109452 3.30923 0.0455268C3.13683 -0.0177716 2.94906 -0.0152648 2.77933 0.0543008C2.42985 0.197192 2.26881 0.580116 2.42117 0.908516C2.5341 1.15294 2.78869 1.29896 3.05664 1.29896ZM9.57846 13.0925C9.42611 12.7641 9.01782 12.6131 8.66768 12.756C8.31753 12.8989 8.15649 13.2818 8.30884 13.6102C8.42244 13.854 8.67703 14 8.94432 14C9.03653 14 9.12942 13.9825 9.21896 13.9461C9.56977 13.8045 9.73081 13.4215 9.57846 13.0925ZM8.69908 11.4298L6.85079 7.44266C6.7833 7.29727 6.60288 7.23021 6.44785 7.29351L5.9233 7.50722C5.84846 7.53792 5.79033 7.59433 5.76026 7.66578C5.73019 7.73659 5.73219 7.81619 5.76427 7.88575L7.36198 11.3321C5.05662 11.9701 2.55214 10.889 1.58456 8.80076C0.795392 7.09797 1.22172 5.07806 2.64569 3.77386C2.73657 3.69051 2.7633 3.56329 2.71251 3.45361L2.46794 2.92529C2.42852 2.84068 2.34833 2.77864 2.25211 2.75921C2.15522 2.73853 2.05498 2.76485 1.98215 2.8269C0.0663648 4.44696 -0.530355 7.0259 0.498702 9.24447C1.48032 11.3615 3.69212 12.6281 6.0095 12.6281C6.80669 12.6281 7.61724 12.4783 8.39371 12.1618C8.69173 12.039 8.82939 11.7112 8.69908 11.4298ZM8.19792 1.76712C6.70512 1.21561 5.07467 1.2413 3.60726 1.83982C3.46225 1.89873 3.34999 2.00778 3.29253 2.14565C3.23439 2.28416 3.23706 2.43457 3.30054 2.57119L5.14884 6.55837C5.21633 6.70376 5.39675 6.77082 5.55177 6.70753L6.07633 6.49381C6.15117 6.46373 6.2093 6.4067 6.23937 6.33588C6.26944 6.26506 6.26744 6.18547 6.23536 6.1159L4.63765 2.66896C6.943 2.03034 9.44749 3.11205 10.4151 5.20027C11.2196 6.93565 10.804 8.90855 9.35528 10.2272C9.26373 10.3105 9.237 10.4384 9.28778 10.548L9.53235 11.0757C9.57178 11.1603 9.65197 11.2224 9.74819 11.2418C9.76957 11.2462 9.79162 11.2481 9.813 11.2481C9.88785 11.2481 9.96135 11.2224 10.0181 11.1741C11.9339 9.55407 12.53 6.97513 11.5016 4.75718C10.8641 3.38029 9.69072 2.31863 8.19792 1.76712Z" fill="#27274C"></path> </svg> Data Insights </h5> <p> The gold standard of business intelligence. </p> <p class="find-out-more"> <a href="https://www.verdict.co.uk/buy-reports/?utm_source=LGP-Article&utm_content=Find_out_more&utm_campaign=LGP_Premium-Insight-Landing-Page" target="_blank"> Find out more <svg xmlns="http://www.w3.org/2000/svg" width="16" height="10" viewBox="0 0 16 10" fill="none"> <path d="M1 1.48846L8.02309 8.51156L15.0462 1.48846" stroke="#FF5D2B" stroke-linecap="round"></path> </svg> </a> </p> </div>  </div> </div>   </aside> </div> </div> </section> </main>  <div class="catfish" > <div class="banner catfish-banner"> <a href="" class="catfish-banner-a" id="catfish-banner-a"> <div class="banner-content catfish-banner-content" id="catfish-banner-content"> <div class="grid-x"> <figure class="cell small-3"> <img src="/wp-content/themes/goodlife-wp-B2B/assets/images/icons/catfish-icon.svg" alt=""> </figure> <div class="cell small-9 text"> <h4 id="catfish-banner-heading">Sign up for our daily news round-up!</h4> <p class="mobile-only" id="catfish-banner-p-mobile">Give your business an edge with our leading industry insights.</p> <p class="desktop-only" id="catfish-banner-p-desktop">Give your business an edge with our leading industry insights. </p> </div> </div> <div class="close catfish-banner-close">close</div> </div> </a> </div>  <section class="block-ctf-newsletter catfish-newsletter-container"> <div class="close catfish-newsletter-container-close" id="close-trigger">close</div> <div class="grid-container"> <span class="leadsucessmsg" style="font-size:20px;color:green"></span> <span class="leaderrormsg" style="font-size:20px;color:red"></span> <div class="grid-x"> <div class="cell large-6 large-offset-3"> <div class="form-wrapper"> <div class="grid-x grid-padding-x"> <div class="cell large-12"> <h4>Sign up to the newsletter: In Brief</h4> </div> </div> <form id="newsletterForm_1" name="newsletterForm" class="gdm-form catfish-newsletter-form" method="post" action="" enctype="text/plain"> <div class="grid-x grid-padding-x"> <div class="cell small-12 column"> <div class="form-group" style="opacity: 1;">  <input type="text" id="checkEmail" name="email" required="" placeholder="Your corporate email address *" onkeyup="checkNewslettersEmail(this.form.email);"> <small></small> <input type="hidden" id="temp_email" name="temp_email" value=""> </div> </div> </div> <div class="grid-x grid-padding-x"> <div class="cell large-6 column"> <div class="form-group" style="opacity: 1;"> <input type="text" id="checkFirstName" placeholder="First name *" name="firstname" required=""> <small></small> </div> </div> <div class="cell large-6 column"> <div class="form-group" style="opacity: 1;"> <input type="text" required="" placeholder="Last name *" id="checkLastName" name="lastname"> <small></small> </div> </div> </div> <div class="grid-x grid-padding-x"> <div class="cell large-6 column"> <div class="form-group" style="opacity: 1;"> <input type="text" required="" placeholder="Company name *" id="checkCompany" name="Company"> <small></small> </div> </div> <div class="cell large-6 column"> <div class="form-group" style="opacity: 1;"> <input type="text" required="" placeholder="Job title *" id="checkJobTitle" name="jobtitle"> <small></small> </div> </div> </div> <div class="checkboxes-and-submit"> <div class="newsletter-checkboxes"> <h4 id="heading">I would also like to subscribe to:</h4> <div id="pardot_data"> <input type="hidden" name="collection[]" id="coll_297940" data-pardoturl="https://api.hsforms.com/submissions/v3/integration/secure/submit/26632421/052f86c5-5b16-48cc-8d21-fad5cf1a5622"> </div>  <input type="hidden" value="https://api.hsforms.com/submissions/v3/integration/secure/submit/26632421/052f86c5-5b16-48cc-8d21-fad5cf1a5622" id="pardot_297940" name="collpardotlink[]"> <div class="details_box Verdict_Privacy_opt_in pd-checkbox" id="newsletter_checkbox_0" style="display:none;" > <p class="Verdict_Privacy_opt_in pd-checkbox required no-label block-checkbox"> <span class="value"> <span> <input class="checkboxinput" type="checkbox" value="https://api.hsforms.com/submissions/v3/integration/secure/submit/26632421/052f86c5-5b16-48cc-8d21-fad5cf1a5622||verdict_co_uk_daily" id="_pardot-1" name="news_form_key_name[]" checked> </span> </span> </p> <div id="error_for_375012_477245pi_375012_477245" style="display:none"></div> </div>  <div class="details_box Verdict_Privacy_opt_in pd-checkbox" id="newsletter_checkbox_1" > <p class="Verdict_Privacy_opt_in pd-checkbox required no-label block-checkbox"> <span class="value"> <span> <input class="checkboxinput" type="checkbox" value="https://api.hsforms.com/submissions/v3/integration/secure/submit/26632421/052f86c5-5b16-48cc-8d21-fad5cf1a5622||digital_magazine__thematic_take" id="_pardot-2" name="news_form_key_name[]"> <label class="inline" for="collection"> Thematic Take (monthly) </label> </span> </span> </p> <div id="error_for_375012_477245pi_375012_477245" style="display:none"></div> </div>  </div>  <div class="gdpr-consent" style="display:none;"> <div class="details_box form-group"> <p class="Verdict_Privacy_opt_in pd-checkbox required no-label block-checkbox"> <input type="checkbox" name="consent" id="enq-gdpr" class="consent-checkbox" value="I consent to Verdict Media Limited collecting my details provided via this form in accordance with Privacy Policy" onchange="" checked style="visibility: hidden;"> <span class="inline" for="consent"> I consent to Verdict Media Limited collecting my details provided via this form in accordance with <a href="https://www.verdict.co.uk/privacy-policy/" target="_blank">Privacy Policy</a> </span> </p> <small></small> </div> </div>  <label for="captcha"> <div class="g-recaptcha" data-sitekey="6LcqBjQUAAAAAOm0OoVcGhdeuwRaYeG44rfzGqtv"></div> <small id="captcha"></small> </label> <div class="submit-button-container"> <input type="hidden" name="Recaptcha_Secret_Key" id="recaptch_secret_key" value="6LcqBjQUAAAAAHJi7uKe3jwmQA26s7lO9YBI1KTr"> <div class="tempCode"> <input id="tempcode" type="hidden" name="tempcode" tabindex="-1" value="" autocomplete="off"> </div> <input type="hidden" name="Country" value="NA"> <input type="hidden" name="Industry" value="NA"> <input type="hidden" name="jobfunction" value="Administrative"> <button type="button" class="button " id="formSubmitBtn" onclick="validateMyForm(this.form, this.form.email, this.form.firstname, this.form.lastname, this.form.Company, this.form.jobtitle, this.form.consent);">Subscribe</button> </div>  <span class="inline" for="consent"> Visit our <a href="https://www.verdict.co.uk/privacy-policy/" target="_blank">Privacy Policy</a> for more information about our services, how we may use, process and share your personal data, including information of your rights in respect of your personal data and how you can unsubscribe from future marketing communications. Our services are intended for corporate subscribers and you warrant that the email address submitted is your corporate email address. </span> <input type="hidden" name="Permutive_ID" value=""> <input type="hidden" class="utms" name="utm_source" value=""> <input type="hidden" class="utms" name="utm_medium" value=""> <input type="hidden" class="utms" name="utm_campaign" value=""> <input type="hidden" class="utms" name="utm_content" value=""> <input type="hidden" name="verdict___latest_news_1" id="verdict___latest_news_1" value="IBM and AWS expand partnership to enhance generative AI use"> <input type="hidden" name="verdict___latest_news_1_description" id="verdict___latest_news_1_description" value="IBM is introducing its Granite models, designed for business applications, on Amazon Bedrock and SageMaker JumpStart. "> <input type="hidden" name="verdict___latest_news_1_url" id="verdict___latest_news_1_url" value="https://www.verdict.co.uk/ibm-aws-expand-partnership/"> <input type="hidden" name="verdict___latest_news_2" id="verdict___latest_news_2" value="Nvidia unveils AI model for audio modification and generation"> <input type="hidden" name="verdict___latest_news_2_description" id="verdict___latest_news_2_description" value="The Fugatto AI model can generate music and modify audio, targeting media producers. "> <input type="hidden" name="verdict___latest_news_2_url" id="verdict___latest_news_2_url" value="https://www.verdict.co.uk/nvidia-unveils-ai-model/"> <input type="hidden" name="verdict___latest_news_3" id="verdict___latest_news_3" value="Nokia acquiring Rapid assets to win over developers"> <input type="hidden" name="verdict___latest_news_3_description" id="verdict___latest_news_3_description" value="Nokia has been trying to bridge that gap and Rapid’s business is built around developers."> <input type="hidden" name="verdict___latest_news_3_url" id="verdict___latest_news_3_url" value="https://www.verdict.co.uk/nokia-rapid-assets-developers/"> <input type="hidden" name="verdict___newsletter_read_more_news" id="verdict___news_read_more_news" value="https://www.verdict.co.uk/news/ "> <input type="hidden" name="verdict___more_newsletters_1" id="verdict___more_newsletters_1" value="Leasing Life"> <input type="hidden" name="verdict___more_newsletters_1_url" id="verdict___more_newsletters_1_url" value="https://www.leasinglife.com/all-newsletters"> <input type="hidden" name="verdict___more_newsletters_2" id="verdict___more_newsletters_2" value="Electronic Payments International"> <input type="hidden" name="verdict___more_newsletters_2_url" id="verdict___more_newsletters_2_url" value="https://www.electronicpaymentsinternational.com/all-newsletters"> <input type="hidden" name="verdict___more_newsletters_3" id="verdict___more_newsletters_3" value="Investment monitor"> <input type="hidden" name="verdict___more_newsletters_3_url" id="verdict___more_newsletters_3_url" value="https://www.investmentmonitor.ai/all-newsletters"> </form> </div>  </div>  </div>  </div>  </section>  <div class="thank-you-message catfish-thank-you-message"> <h2>Thank you for subscribing</h2> <p><a href="https://www.verdict.co.uk/all-newsletters/">View all newsletters</a> from across the GlobalData Media network.</p> <div class="close catfish-thank-you-message-close">close</div> </div>  </div>  <script type='text/javascript' src='https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/custom_newsletter.js?ver=1.37'> </script> <script> if(jQuery('#newsletter_checkbox_0').css('display') == 'none' && jQuery('#newsletter_checkbox_1').length != 0) { jQuery('#heading').show(); } else { jQuery('#heading').hide(); } </script>  <footer id="footer" class="footer-container grid-x"> <div class="footer-wrapper grid-x"> <div class="main-footer-col medium-6"> <img src="https://www.verdict.co.uk/wp-content/uploads/2016/06/Verdict_footer.png" alt="Verdict" width="200px"> <p class="footer-excerpt"> Decrypting the latest technology news</p> <div class="share"> <div class="share__list"> <a href="#" target="_blank" class="share__link icon-email" title=""> <img src="/code/wp-content/themes/goodlife-wp-B2B/assets/img/icons/email_icon_w.svg"> </a> <a href="https://www.linkedin.com/company/globaldataplc/" target="_blank" class="share__link icon-linkedin" title=""> <img src="/code/wp-content/themes/goodlife-wp-B2B/assets/img/icons/linkedin_icon_w.svg"> </a> <a href="https://twitter.com/VerdictUK" target="_blank" class="share__link icon-twitter" title=""> <img src="/code/wp-content/themes/goodlife-wp-B2B/assets/img/icons/twitter_icon_w.svg"> </a> <a href="https://www.facebook.com/globaldataplc/" target="_blank" class="share__link icon-facebook" title=""> <img src="/code/wp-content/themes/goodlife-wp-B2B/assets/img/icons/facebook_icon_w.svg"> </a> </div> </div> </div> <div class="footer-cols grid-x medium-5"> <nav class="footer-nav medium-6"> <ul class="footer-nav-list"><li id="menu-item-294227" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-294227"><a href="https://www.verdict.co.uk/about/">About us</a></li> <li id="menu-item-301227" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-301227"><a href="https://www.verdict.co.uk/license-our-content/">License our content</a></li> <li id="menu-item-294228" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-294228"><a href="https://www.verdict.co.uk/contact/">Contact us</a></li> <li id="menu-item-294236" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-294236"><a href="https://www.verdictmediastrategies.com/">Our marketing solutions</a></li> <li id="menu-item-294229" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-294229"><a href="https://www.verdict.co.uk/editorial-approach/">Editorial approach</a></li> <li id="menu-item-294238" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-294238"><a href="https://www.verdict.co.uk/verdict-network/">The Verdict network</a></li> </ul> </nav> <div class="copyright-col medium-6"> <ul class=""><li id="menu-item-294237" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-294237"><a href="https://www.globaldata.com/privacy-policy/" class="c-nav-hamburger-menu__link">Privacy policy</a></li> <li id="menu-item-294239" class="menu-item menu-item-type-custom menu-item-object-custom menu-item-294239"><a href="https://www.globaldata.com/terms-conditions/" class="c-nav-hamburger-menu__link">Terms and conditions</a></li> </ul> <p class="footer-tag-line"> Powered by <a href="https://www.globaldata.com" target="_blank"><img class="c-footer__tag-line-img" src="/code/wp-content/themes/goodlife-wp-B2B/assets/images/verdict-logo-w.png" alt="Pharma Tech Logo"></a> </p> <p class="footer-copyright">© Verdict Media Limited 2024</p> </div> </div> </div> </footer>  <script type="text/javascript" id="hs-script-loader" async defer src="//js-eu1.hs-scripts.com/26632421.js?businessUnitId=15641589"></script>  <script type='text/javascript' src='https://www.google.com/recaptcha/api.js?ver=1.0' id='ha-recaptcha-js'></script> <script type='text/javascript' src='https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/custom_newsletter.js?ver=1.5'> </script> <script type='text/javascript' src='https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/subscribe.js?ver=1.4'> </script> <script> function addParam() { for (var e = ["", "pantheonsite.io"], n = ["scalar", "pid", "sid", "utm_source", "utm_medium", "utm_content", "utm_campaign"], t = document.querySelectorAll("a"), o = 0; o < t.length; o++) for (var a = 0; a < e.length; a++) t[o].href.indexOf(e[a]) > -1 && -1 === t[o].href.indexOf("#") && window.location.href.indexOf("?") > -1 && (t[o].href = i(t[o].href)); function i(e) { e = -1 === e.indexOf("?") ? e + "?" : e + "&"; for (var t = [], o = 0; o < n.length; o++) r(n[o]) && t.push(n[o] + "=" + r(n[o])); if( e.indexOf("utm_") == -1) { var a = e + t.join("&"); } return (a = a.replace(/&$/, "")).replace(/\?$/, "") } function r(e) { if (e = new RegExp("[?&]" + encodeURIComponent(e) + "=([^&]*)").exec(window.location.search)) return decodeURIComponent(e[1]) } } jQuery( document ).ready(function() { addParam(); }); </script>  <script> document.addEventListener("DOMContentLoaded", function(event) { let preFooter = document.createElement('div'); preFooter.className= 'pre-footer-subscribe'; preFooter.innerHTML = ` <a class="pre-footer-subscribe__all-newsletters" href="https://www.verdict.co.uk/all-newsletters/"> <img src='https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/images/eye.svg' alt=''> <span class="text">View all newsletters</span> <span class="icon-chevron-right"></span> </a> <div class="pre-footer-subscribe__click" onclick="showPopUp('newsletter')"> <figure class="pre-footer-subscribe__figure"> <div class="lines"></div> </figure> <span class="text"> Receive our newsletter - data, insights and analysis delivered to you <span class="icon-chevron-right"></span></span> </div> ` var cfooterExist = document.getElementsByClassName('c-footer'); if (cfooterExist.length > 0) { document.querySelector('footer.c-footer').before(preFooter); } }) </script>   <script src="//platform.twitter.com/oct.js" type="text/javascript"></script> <script type="text/javascript">twttr.conversion.trackPid('ocdmi', { tw_sale_amount: 0, tw_order_quantity: 0 });</script> <noscript> <img height="1" width="1" style="display:none;" alt="" src="https://analytics.twitter.com/i/adsct?txn_id=ocdmi&p_id=Twitter&tw_sale_amount=0&tw_order_quantity=0" /> <img height="1" width="1" style="display:none;" alt="" src="//t.co/i/adsct?txn_id=ocdmi&p_id=Twitter&tw_sale_amount=0&tw_order_quantity=0" /> </noscript>   <script src="//platform.twitter.com/oct.js" type="text/javascript"></script> <script type="text/javascript">twttr.conversion.trackPid('o88n7', { tw_sale_amount: 0, tw_order_quantity: 0 });</script> <noscript> <img height="1" width="1" style="display:none;" alt="" src="https://analytics.twitter.com/i/adsct?txn_id=o88n7&p_id=Twitter&tw_sale_amount=0&tw_order_quantity=0" /> <img height="1" width="1" style="display:none;" alt="" src="//t.co/i/adsct?txn_id=o88n7&p_id=Twitter&tw_sale_amount=0&tw_order_quantity=0" /> </noscript>  <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/nsmg-footer-logos//assets/frontend.js?ver=1.0" id="nsmgfooterlogosfrontendJs-js"></script> <script type="text/javascript" src="https://www.google.com/recaptcha/api.js?ver=1.0" id="ha-recaptcha-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-includes/js/jquery/ui/core.min.js?ver=1.13.3" id="jquery-ui-core-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-includes/js/jquery/ui/datepicker.min.js?ver=1.13.3" id="jquery-ui-datepicker-js"></script> <script type="text/javascript" id="jquery-ui-datepicker-js-after"> /* <![CDATA[ */ jQuery(function(jQuery){jQuery.datepicker.setDefaults({"closeText":"Close","currentText":"Today","monthNames":["January","February","March","April","May","June","July","August","September","October","November","December"],"monthNamesShort":["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"],"nextText":"Next","prevText":"Previous","dayNames":["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],"dayNamesShort":["Sun","Mon","Tue","Wed","Thu","Fri","Sat"],"dayNamesMin":["S","M","T","W","T","F","S"],"dateFormat":"MM d, yy","firstDay":1,"isRTL":false});}); /* ]]> */ </script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/pmg-user-authentication/assets/admin/js/admin.js?ver=5.0.0" id="admin-js-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/verdict-tracking//js/permutiveData.js?ver=1.0.5" id="crb-permutive-data-js"></script> <script type="text/javascript" id="nsmgscampaigns-js-extra"> /* <![CDATA[ */ var nsmgscampaigns = {"ajaxurl":"https:\/\/www.verdict.co.uk\/wp-admin\/admin-ajax.php","nonce":"589d825261"}; /* ]]> */ </script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/nsmg-campaigns/assets/public/js/main.js?ver=2.7#defer" id="nsmgscampaigns-js"></script> <script type="text/javascript" src="https://cdn.jsdelivr.net/npm/swiper@8/swiper-bundle.min.js" id="Swiper-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/swiper.js?ver=5.127" id="gdm-b2b-swiper-script-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/sep-22-ui.js?ver=1.2" id="gdm-b2b-menu-script-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/catfish.js?ver=1.2" id="catfish-script-js"></script> <script type="text/javascript" src="https://cdn.plyr.io/3.6.3/plyr.polyfilled.js?ver=3.6.3" id="plyr-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-includes/js/underscore.min.js?ver=1.13.4" id="underscore-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp/assets/js/vendor.min.js?ver=4.6.0" id="thb-vendor-js"></script> <script type="text/javascript" id="thb-app-js-extra"> /* <![CDATA[ */ var themeajax = {"url":"https:\/\/www.verdict.co.uk\/wp-admin\/admin-ajax.php","l10n":{"loading":"Loading ...","nomore":"No More Posts"},"settings":{"viai_publisher_id":"431861828953521","thb_custom_video_player":"on"}}; /* ]]> */ </script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp/assets/js/app.min.js?ver=4.6.0" id="thb-app-js"></script> <script type="text/javascript" src="https://cdn.onesignal.com/sdks/OneSignalSDK.js?ver=6.6.2' async='async" id="remote_sdk-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/storefronts-gd/assets/js/app.js?ver=5.8.2" id="main-js-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/collapseToggler.js?ver=1.1.0" id="Collapse-toggler-js-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/collapsible.js?ver=1.7.8" id="Collapse-js-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/modal.js?ver=1.7.9" id="Modal-js-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/storefronts-gd/assets/vendor/swiper/swiper.js?ver=6.8.3" id="Swiper-js-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/storefronts-gd/assets/js/swiper.js?ver=5.127" id="gdm-slider-js-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/plugins/vms-automation-gd/vms-script.js?ver=5.8.3" id="gdm-vms-script-js"></script> <script data-cfasync="false" type="text/javascript" data-parsely-site="verdict.co.uk" src="https://cdn.parsely.com/keys/verdict.co.uk/p.js?ver=2.6.1" id="parsely-cfg"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/ux.js?ver=6.6.2" id="additional-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/jquery.min.js?ver=6.6.2" id="jquery_latest-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/app.js?ver=6.6.2" id="carosel-js"></script> <script type="text/javascript" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/detect-private-browsing.js?ver=6.6.2" id="detect_browsing-js"></script> <aside id="thb-login" class="mfp-hide thb-login-form light"> <ul> <li class="lost"><a href="#" class="always">Lost Password</a> <span class="back">Back ⟶</span></li> <li><a href="#" class="active">Login</a></li> <li><a href="#">Register</a></li> </ul> <div class="thb-overflow-container"> <div class="thb-form-container"> <div class="thb-lost"> <form id="thb_lost_form" action="https://www.verdict.co.uk/" method="post"> <div class="thb-errors lost-errors"></div> <div class="form-field"> <input class="form-control required " name="thb_user_or_email" id="thb_user_or_email" type="text" placeholder="Username or E-mail" /> </div> <div class="form-field"> <input type="hidden" name="action" value="thb_reset_password"/> <button class="btn " type="submit">Get new password</button> </div> <input type="hidden" id="password-security" name="password-security" value="d064f06149" /><input type="hidden" name="_wp_http_referer" value="/sector/theme/technology/artificial-intelligence/" /> </form> </div> <div class="thb-login"> <form id="thb_login_form" action="https://www.verdict.co.uk/" method="post"> <div class="thb-errors login-errors"></div> <div class="form-field"> <input class="form-control required " name="thb_user_login" type="text" placeholder="Username" autocomplete="off" /> </div> <div class="form-field"> <input class="form-control required " name="thb_user_pass" id="thb_user_pass" type="password" placeholder="Password"> </div> <div class="form-field"> <a href="#" class="lost_password">Lost Password?</a> </div> <div class="form-field last"> <input type="hidden" name="action" value="thb_login_member"/> <button class="btn " type="submit">Login</button> </div> <input type="hidden" id="login-security" name="login-security" value="d064f06149" /><input type="hidden" name="_wp_http_referer" value="/sector/theme/technology/artificial-intelligence/" /> </form> </div> <div class="thb-register"> <div class="alert alert-warning">Registration is disabled.</div> </div> </div> </div> </aside> <div class="hide"> <svg class="comment_icon" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" width="13px" height="13px" viewBox="0 0 13 13" enable-background="new 0 0 13 13" xml:space="preserve"> <path id="comment_icon" d="M12.7,0H0.3C0.134,0,0,0.128,0,0.286v9.143c0,0.157,0.134,0.286,0.3,0.286h2.1v3c0,0.105,0.061,0.201,0.159,0.252 C2.603,12.988,2.651,13,2.7,13c0.058,0,0.116-0.016,0.167-0.048l3.524-3.237H12.7c0.165,0,0.3-0.129,0.3-0.286V0.286 C13,0.128,12.865,0,12.7,0z"/> </svg> </div> <script type="text/javascript"> var elem = document.getElementById("framecovid"); function openFullscreen() { if (elem.requestFullscreen) { elem.requestFullscreen(); } else if (elem.mozRequestFullScreen) { /* Firefox */ elem.mozRequestFullScreen(); } else if (elem.webkitRequestFullscreen) { /* Chrome, Safari & Opera */ elem.webkitRequestFullscreen(); } else if (elem.msRequestFullscreen) { /* IE/Edge */ elem.msRequestFullscreen(); } } </script> <style> .covidspreaddata{ font-size: 16px; padding: 6px 14px; color: #18a1cd; font-weight: normal; font-family: Roboto,sans-serif; } .covidspreaddata:hover{ cursor: pointer; } </style> <script> jQuery('.c-company-header__links-toggle-button, .c-company-header__form-toggle-button, .menu-item-type-custom .c-nav-featured__menu-item-link, .btn-custom, .page-template-template-aboutus-magazine .c-tabs-nav__tab').click(function(event) { // This will prevent the default action of the anchor event.preventDefault(); // Failing the above, you could use this, however the above is recommended return false; }); jQuery('.single-storefronts .c-tabs-nav__tab, .page-template-template-aboutus-online .c-tabs-nav__tab, .page-template-template-aboutus-magazine .c-tabs-nav__tab').on('click', function(){ jQuery('html,body').stop().animate({ scrollTop: jQuery( jQuery(this).attr('href') ).offset().top - jQuery('.x-navbar').height() },700 ,'swing'); }); </script>  <script type="module" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/modules.js?ver=1.006"></script> <script type="text/javascript">window.NREUM||(NREUM={});NREUM.info={"beacon":"bam.nr-data.net","licenseKey":"NRJS-04679e336640c9fb871","applicationID":"1460361345","transactionName":"YFwHNkEHD0oFBxBeDlkWJAFHDw5XSxAFTw5ZVggbHhUEWhALFg==","queueTime":0,"applicationTime":3247,"atts":"TBsEQAkdHEQ=","errorBeacon":"bam.nr-data.net","agent":""}</script></body> </html><script type='text/javascript' src='https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/custom_newsletter.js?ver=1.35'> </script> <script type="module" src="https://www.verdict.co.uk/wp-content/themes/goodlife-wp-B2B/assets/js/index.js"></script> <script type='text/javascript' src='https://www.google.com/recaptcha/api.js?ver=1.0' id='ha-recaptcha-js'></script> <script> var my_report_field_offset = '31' ; var my_report_field_nonce = 'c9fece9c80'; var my_report_ajax_url = 'https://www.verdict.co.uk/wp-admin/admin-ajax.php'; var taxonomy = 'sector' ; var term_id = '6236'; var post_ids = '[381698,381630,381533,381457,381411,381261,381255,381196,381076,381063,381054,381029,381015,380883,380896,380791,380823,380784,380699,380679,380622,380602,380531,380234,380116,380071,380061,380001,379962,379813,379772,379665,379498,379573,379532,379526,379503,379462]'; var my_report_more = true; function my_category_show_more() { jQuery.post( my_report_ajax_url, { 'action': 'my_category_show_more', 'offset': my_report_field_offset, 'nonce': my_report_field_nonce, 'taxonomy': taxonomy, 'term_id': term_id, 'post_not_ids': post_ids, }, function (json) { jQuery('#load_more_posts').append(json['content']); my_report_field_offset = json['offset']; if (!json['more']) { jQuery('#pagination_showmore_category_btn').css('display', 'none'); } }, 'json' ); } </script> <script> var my_report_field_offset = '31' ; var my_report_field_nonce = 'c9fece9c80'; var my_report_ajax_url = 'https://www.verdict.co.uk/wp-admin/admin-ajax.php'; var taxonomy = 'sector' ; var termm_id = '6236' ; var slug = 'artificial-intelligence'; var my_report_more = true; function my_subcat_show_more() { jQuery.post( my_report_ajax_url, { 'action': 'my_subcat_show_more', 'offset': my_report_field_offset, 'nonce': my_report_field_nonce, 'taxonomy': taxonomy, 'termm_id' : termm_id, 'slug' : slug, }, function (json) { jQuery('#load_sub_posts').append(json['content']); my_report_field_offset = json['offset']; if (!json['more']) { jQuery('#pagination_showmore_subcat_btn').css('display', 'none'); } }, 'json' ); } </script> <script> var getUrlParameter = function getUrlParameter(sParam) { var sPageURL = window.location.search.substring(1), sURLVariables = sPageURL.split('&'), sParameterName, i; for (i = 0; i < sURLVariables.length; i++) { sParameterName = sURLVariables[i].split('='); if (sParameterName[0] === sParam) { return sParameterName[1] === undefined ? true : decodeURIComponent(sParameterName[1]); } } return false; }; jQuery(function(){ if(getUrlParameter("utm_campaign")){ jQuery("input[name='utm_campaign']").val(getUrlParameter("utm_campaign")); } if(getUrlParameter("utm_medium")){ jQuery("input[name='utm_medium']").val(getUrlParameter("utm_medium")); } if(getUrlParameter("utm_source")){ jQuery("input[name='utm_source']").val(getUrlParameter("utm_source")); } if(getUrlParameter("utm_content")){ jQuery("input[name='utm_content']").val(getUrlParameter("utm_content")); } }); </script>

CINXE.COM

Artificial Intelligence - Verdict