CINXE.COM

<!DOCTYPE html><html dir="ltr" lang="en"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1.0"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><script>var McKinsey = {"ArticleTemplate":"Legacy","DaysSinceCMSPublication":"657","DisplayDate":"12/7/2016","OriginalPublicationDate":"12/7/2016","SourcePublication":"MGI Research","SitecoreId":"{3BE6CFE8-F5CA-46A2-B8A3-1C3766D7E33C}","Title":"The age of analytics: Competing in a data-driven world","ArticleType":"Report","ContentType":"Article","ServerNumber":"","IsPageRestricted":"false","UserID":"","RegistrationDate":"","LoginStatus":"logged_out","JobTitle":"","CompanyName":"","blogTags":null,"enableRegWall":false}; var pageMetaInformation = {"CurrentLanguage":"en","AlternateLanguages":[{"DisplayName":"English","LanguageCode":"en","Url":"/capabilities/quantumblack/our-insights/the-age-of-analytics-competing-in-a-data-driven-world"}],"NavigationLink":"capabilities","ActiveItemId":"{099F8C41-3439-467C-A052-38DA8EDCBC32}","OfficeCode":"","MiniSiteId":"{CA4B9135-08B9-4418-B2DB-B5A39DF4E0F1}"};</script><link rel="icon" href="/favicon.ico"/><link href="https://www.mckinsey.com/redesign/resources/css/styles-rc.css" rel="stylesheet"/><link rel="manifest" href="/manifest.json"/><link rel="dns-prefetch" href="//cdn.dynamicyield.com"/><link rel="dns-prefetch" href="//st.dynamicyield.com"/><link rel="dns-prefetch" href="//rcom.dynamicyield.com"/><link rel="dns-prefetch" href="//cdn.cookielaw.org"/><link rel="preconnect" href="//assets.adobedtm.com"/><link rel="preconnect" href="//connect.facebook.net"/><link rel="preconnect" href="//static.hotjar.com"/><link rel="preload" as="font" href="/next-static/fonts/bower/Bower-Bold.woff2" type="font/woff2" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/mckinsey-sans/regular/McKinseySans-Regular.woff2" type="font/woff2" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/mckinsey-sans/medium/McKinseySans-Medium.woff2" type="font/woff2" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/mckinsey-sans/light/McKinseySans-Light.woff2" type="font/woff2" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/mckinsey-sans/italic/McKinseySans-Italic.woff2" type="font/woff2" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/mckinsey-sans/light-italic/McKinseySans-LightItalic.woff2" type="font/woff2" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/mckinsey-sans/medium-italic/McKinseySans-MediumItalic.woff2" type="font/woff2" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/noto-sans-jp/NotoSansJP-Light.ttf" type="font/ttf" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/noto-sans-jp/NotoSansJP-Regular.ttf" type="font/ttf" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/noto-sans-jp/NotoSansJP-Medium.ttf" type="font/ttf" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/noto-sans-jp/NotoSansJP-Bold.ttf" type="font/ttf" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/noto-sans-jp/NotoSansJP-Black.ttf" type="font/ttf" crossorigin=""/><link rel="preload" as="font" href="/next-static/fonts/noto-serif-jp/NotoSerifJP-Bold.ttf" type="font/ttf" crossorigin=""/><meta name="apple-itunes-app" content="app-id=674902075"/><link rel="apple-touch-icon" sizes="57x57" href="/next-static/images/mck-touch-icon-57x57.png"/><link rel="apple-touch-icon" sizes="72x72" href="/next-static/images/mck-touch-icon-72x72.png"/><link rel="apple-touch-icon" sizes="114x114" href="/next-static/images/mck-touch-icon-114x114.png"/><link rel="apple-touch-icon" sizes="144x144" href="/next-static/images/mck-touch-icon-144x144.png"/><link rel="apple-touch-icon" sizes="152x152" href="/next-static/images/mck-touch-icon-152x152.png"/><link rel="apple-touch-icon" sizes="167x167" href="/next-static/images/mck-touch-icon-167x167.png"/><link rel="apple-touch-icon" sizes="180x180" href="/next-static/images/mck-touch-icon-180x180.png"/><meta content="no-referrer-when-downgrade" name="referrer"/><meta content="McKinsey & Company" property="og:site_name" name="site_name"/><meta content="The age of analytics: Competing in a data-driven world" property="og:title" name="title"/><meta content="Big data’s potential just keeps growing. Taking full advantage means companies must incorporate analytics into their strategic vision and use it to make better, faster decisions." property="og:description" name="description"/><meta content="https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-age-of-analytics-competing-in-a-data-driven-world" name="url" property="og:url"/><meta content="index,follow,all" name="robots"/><meta content="https://www.mckinsey.com/~/media/mckinsey/industries/public%20and%20social%20sector/our%20insights/the%20age%20of%20analytics%20competing%20in%20a%20data%20driven%20world/age-of-analytics-1536x1536-550_standard.jpg" property="og:image" name="image"/><meta content="{3BE6CFE8-F5CA-46A2-B8A3-1C3766D7E33C}" name="sid"/><link href="https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-age-of-analytics-competing-in-a-data-driven-world" rel="canonical"/><meta content="Artificial Intelligence" name="practice-name"/><meta content="N38" name="practice-code"/><meta content="summary_large_image" name="twitter:card"/><meta content="@mckinsey" name="twitter:site"/><title>The age of analytics: Competing in a data-driven world | McKinsey</title><meta content="Insights & Publications" name="sections"/><meta content="The age of analytics: Competing in a data-driven world" name="twitter:title"/><meta content="Big data’s potential just keeps growing. Taking full advantage means companies must incorporate analytics into their strategic vision and use it to make better, faster decisions." name="twitter:description"/><meta content="Article" property="contenttype" name="contenttype"/><meta content="https://www.mckinsey.com/~/media/mckinsey/industries/public%20and%20social%20sector/our%20insights/the%20age%20of%20analytics%20competing%20in%20a%20data%20driven%20world/age-of-analytics-1536x1536-550_standard.jpg?mw=677&car=42:25" name="twitter:image"/><meta content="The age of analytics: Competing in a data-driven world" name="twitter:image:alt"/><meta content="true" name="mobileready"/><meta content="public" name="accesslevel"/><meta content="false" name="excludefromclientlink"/><meta content="MGI Research" name="articlesource"/><meta content="report" name="articletype"/><meta content="Nicolaus Henke | Jacques Bughin | Michael Chui | James Manyika | Tamim Saleh | Bill Wiseman | Guru Sethupathy" name="authors-name"/><meta content="2016-12-07T00:00:00Z" name="itemdate"/><meta content="Artificial Intelligence | Report | McKinsey Global Institute | December 7, 2016" name="searchresults-tags"/><script type="application/ld+json">{"@context":"https://schema.org","@type":"Article","url":"https://www.mckinsey.com","publisher":{"@type":"Organization","name":"McKinsey & Company","logo":{"@type":"ImageObject","url":"https://www.mckinsey.com/~/media/Thumbnails/Mck_Logo"}},"mainEntityOfPage":{"@type":"WebPage","@id":"https://www.mckinsey.com/capabilities/quantumblack/our-insights/the-age-of-analytics-competing-in-a-data-driven-world"},"datePublished":"2016-12-07T00:00:00Z","dateCreated":"2016-12-06T16:48:36Z","dateModified":"2016-12-07T00:00:00Z","heading":"The age of analytics: Competing in a data-driven world","image":"https://www.mckinsey.com/~/media/mckinsey/industries/public%20and%20social%20sector/our%20insights/the%20age%20of%20analytics%20competing%20in%20a%20data%20driven%20world/age-of-analytics-1536x1536-550_standard.jpg","description":"Big data’s potential just keeps growing. Taking full advantage means companies must incorporate analytics into their strategic vision and use it to make better, faster decisions.","author":[{"@type":"Person","name":"Nicolaus Henke"},{"@type":"Person","name":"Jacques Bughin"},{"@type":"Person","name":"Michael Chui","url":"https://www.mckinsey.com/our-people/michael-chui"},{"@type":"Person","name":"James Manyika","url":"https://www.mckinsey.com/our-people/james-manyika"},{"@type":"Person","name":"Tamim Saleh","url":"https://www.mckinsey.com/our-people/tamim-saleh"},{"@type":"Person","name":"Bill Wiseman","url":"https://www.mckinsey.com/our-people/bill-wiseman"},{"@type":"Person","name":"Guru Sethupathy"}]}</script><meta name="next-head-count" content="64"/><meta name="next-font-preconnect"/><script src="" id="onetrust-wrapperchecker" data-nscript="beforeInteractive">function OptanonWrapperChecker() {}</script><link rel="preload" href="/_next/static/css/e0c1ca92b5263a45.css" as="style"/><link rel="stylesheet" href="/_next/static/css/e0c1ca92b5263a45.css" data-n-g=""/><link rel="preload" href="/_next/static/css/985443d8095c0b48.css" as="style"/><link rel="stylesheet" href="/_next/static/css/985443d8095c0b48.css" data-n-p=""/><link rel="preload" href="/_next/static/css/b9ab7b649e8aa36e.css" as="style"/><link rel="stylesheet" href="/_next/static/css/b9ab7b649e8aa36e.css"/><link rel="preload" href="/_next/static/css/72fc56b1fbe032aa.css" as="style"/><link rel="stylesheet" href="/_next/static/css/72fc56b1fbe032aa.css"/><link rel="preload" href="/_next/static/css/5e45d445fc213154.css" as="style"/><link rel="stylesheet" href="/_next/static/css/5e45d445fc213154.css"/><noscript data-n-css=""></noscript><script defer="" nomodule="" src="/_next/static/chunks/polyfills-5cd94c89d3acac5f.js"></script><script src="https://cdn.cookielaw.org/scripttemplates/otSDKStub.js" data-document-language="true" type="text/javascript" data-domain-script="915b5091-0d7e-44d2-a8c4-cf08267e52fe" defer="" data-nscript="beforeInteractive"></script><script defer="" src="/_next/static/chunks/281.cc3ac8578a543e8e.js"></script><script defer="" src="/_next/static/chunks/6731.9bccca8a7edb0704.js"></script><script defer="" src="/_next/static/chunks/8391.a64dec5b7b976b97.js"></script><script defer="" src="/_next/static/chunks/2991.4cb0aa2f9f53e653.js"></script><script src="/_next/static/chunks/webpack.7b31c4548c626f3b.js" defer=""></script><script src="/_next/static/chunks/framework.62bbe2ca94854a85.js" defer=""></script><script src="/_next/static/chunks/main.51e10588adc949ca.js" defer=""></script><script src="/_next/static/chunks/pages/_app.5f99628c3d07543d.js" defer=""></script><script src="/_next/static/chunks/3b1baa31.cd6cdac6158774d8.js" defer=""></script><script src="/_next/static/chunks/7d0bf13e.8f3383787afb45af.js" defer=""></script><script src="/_next/static/chunks/1354.c34ddc4bd7c986c8.js" defer=""></script><script src="/_next/static/chunks/408.2780008a4c2ee197.js" defer=""></script><script src="/_next/static/chunks/pages/%5B%5B...path%5D%5D.eb738e7c87df0dc8.js" defer=""></script><script src="/_next/static/9vYT_fWQKRjfPT7lAZJdB/_buildManifest.js" defer=""></script><script src="/_next/static/9vYT_fWQKRjfPT7lAZJdB/_ssgManifest.js" defer=""></script><script src="/_next/static/9vYT_fWQKRjfPT7lAZJdB/_middlewareManifest.js" defer=""></script> <script>(window.BOOMR_mq=window.BOOMR_mq||[]).push(["addVar",{"rua.upush":"false","rua.cpush":"false","rua.upre":"false","rua.cpre":"false","rua.uprl":"false","rua.cprl":"false","rua.cprf":"false","rua.trans":"","rua.cook":"false","rua.ims":"false","rua.ufprl":"false","rua.cfprl":"false","rua.isuxp":"false","rua.texp":"norulematch","rua.ceh":"false","rua.ueh":"false","rua.ieh.st":"0"}]);</script> <script>!function(a){var e="https://s.go-mpulse.net/boomerang/",t="addEventListener";if("False"=="True")a.BOOMR_config=a.BOOMR_config||{},a.BOOMR_config.PageParams=a.BOOMR_config.PageParams||{},a.BOOMR_config.PageParams.pci=!0,e="https://s2.go-mpulse.net/boomerang/";if(window.BOOMR_API_key="TURRK-8ADJT-WDUC5-TC32E-KV9ND",function(){function n(e){a.BOOMR_onload=e&&e.timeStamp||(new Date).getTime()}if(!a.BOOMR||!a.BOOMR.version&&!a.BOOMR.snippetExecuted){a.BOOMR=a.BOOMR||{},a.BOOMR.snippetExecuted=!0;var i,_,o,r=document.createElement("iframe");if(a[t])a[t]("load",n,!1);else if(a.attachEvent)a.attachEvent("onload",n);r.src="javascript:void(0)",r.title="",r.role="presentation",(r.frameElement||r).style.cssText="width:0;height:0;border:0;display:none;",o=document.getElementsByTagName("script")[0],o.parentNode.insertBefore(r,o);try{_=r.contentWindow.document}catch(O){i=document.domain,r.src="javascript:var d=document.open();d.domain='"+i+"';void(0);",_=r.contentWindow.document}_.open()._l=function(){var a=this.createElement("script");if(i)this.domain=i;a.id="boomr-if-as",a.src=e+"TURRK-8ADJT-WDUC5-TC32E-KV9ND",BOOMR_lstart=(new Date).getTime(),this.body.appendChild(a)},_.write("<bo"+'dy onload="document._l();">'),_.close()}}(),"".length>0)if(a&&"performance"in a&&a.performance&&"function"==typeof a.performance.setResourceTimingBufferSize)a.performance.setResourceTimingBufferSize();!function(){if(BOOMR=a.BOOMR||{},BOOMR.plugins=BOOMR.plugins||{},!BOOMR.plugins.AK){var e=""=="true"?1:0,t="",n="bdpnbeqxgy4diz2gtbbq-f-0cd31184a-clientnsv4-s.akamaihd.net",i="false"=="true"?2:1,_={"ak.v":"39","ak.cp":"19387","ak.ai":parseInt("285213",10),"ak.ol":"0","ak.cr":8,"ak.ipv":4,"ak.proto":"http/1.1","ak.rid":"3fd4dbe2","ak.r":37669,"ak.a2":e,"ak.m":"a","ak.n":"essl","ak.bpcip":"8.222.208.0","ak.cport":44340,"ak.gh":"23.53.33.206","ak.quicv":"","ak.tlsv":"tls1.2","ak.0rtt":"","ak.0rtt.ed":"","ak.csrc":"-","ak.acc":"reno","ak.t":"1732679747","ak.ak":"hOBiQwZUYzCg5VSAfCLimQ==dWZNspNoa4+J+UL6Lihij4K20VEJ/87bcpW24sfp0V4CrLTHTO7jxeGNt/UE7Y+qTbFTnG9+gmBE0bwAr1zlyW1giiNWN6EndbvdjDxoeRz3Q/8+he03pWihAprQwgio72oCnkeD0VacBxayyxihQYLRN/Rqr0NVS1XKYbwjyGEp6y+kRIsmxdAgndMdJgqpgr8sqCOsV/VxalkttyoIdGQt9kJhLPDMwscJTT4kHvqg9cTX0KRwArOk4c/CG6uTN64HnV8AIb+5bDSnBspbSUjq9b3U8c1rTMT/tcdHtT3osUVOPbTj3eUJ6oJacZAweGzGgXLVEe1gwPekT28IBczLrNSBGYSLdp0B4GnWutoj+4mYBcYWRNjiVlQe2qZ7D05L7EkYwetkF4gk/dbWkIL6t05xAbvec6QVl4HoVdU=","ak.pv":"581","ak.dpoabenc":"","ak.tf":i};if(""!==t)_["ak.ruds"]=t;var o={i:!1,av:function(e){var t="http.initiator";if(e&&(!e[t]||"spa_hard"===e[t]))_["ak.feo"]=void 0!==a.aFeoApplied?1:0,BOOMR.addVar(_)},rv:function(){var a=["ak.bpcip","ak.cport","ak.cr","ak.csrc","ak.gh","ak.ipv","ak.m","ak.n","ak.ol","ak.proto","ak.quicv","ak.tlsv","ak.0rtt","ak.0rtt.ed","ak.r","ak.acc","ak.t","ak.tf"];BOOMR.removeVar(a)}};BOOMR.plugins.AK={akVars:_,akDNSPreFetchDomain:n,init:function(){if(!o.i){var a=BOOMR.subscribe;a("before_beacon",o.av,null,null),a("onbeacon",o.rv,null,null),o.i=!0}return this},is_complete:function(){return!0}}}}()}(window);</script></head><body><div id="__next" data-reactroot=""><div class="Layout_mck-c-skipbar__K684J"><a data-component="mdc-c-link" href="#skipToMain" class="mdc-c-button___U4iY2_2734c4f mdc-c-button--primary___Ed-lT_2734c4f mdc-c-button--size-medium"><span class="mdc-c-link__label___Pfqtd_2734c4f">Skip to main content</span></a></div><main class="mck-o-container--outer" data-layer-region="body" role="main" id="skipToMain"><div data-component="mdc-c-module-wrapper" data-module-theme="dark" data-module-background="deep-blue" data-module-category="AnchoredHero" class="ArticleDefault_mck-c-article-default__SfYQE"><style></style><div data-component="mdc-c-background-image" class="mdc-c-bg-image___GJdv1_2734c4f background-image-article-default ArticleDefault_mck-c-article-default__parallax-container__fZ7Iq"></div><div class="ArticleDefault_mck-c-article-default__gradient__Uu21n"></div><div class="ArticleDefault_mck-c-article-default__wrapper-content__XOe9C"><div class="mck-o-container"><div class="mck-o-container--wrapped mck-o-container--mobile-spacing mdc-u-grid mdc-u-grid-col-lg-12"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-col-lg-start-1 mdc-u-grid-col-lg-span-10"><div><a data-component="mdc-c-link" href="/mgi/overview" class="mdc-u-ts-10 mck-u-animation-blur-in-800 ArticleDefault_mck-c-article-default__eyebrow__wl_Rt mdc-c-link___lBbY1_2734c4f mdc-c-link--secondary___TSFam_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">MGI Research</span></a><h1 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-2 mck-u-animation-slide-down ArticleDefault_mck-c-article-default__heading__bv6rL"><div>The age of analytics: Competing in a data-driven world</div></h1></div><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-10 mck-u-animation-blur-in-800 ArticleDefault_mck-c-article-default__description__sjoe9"><div><time datetime="2016-12-07T00:00:00Z">December 7, 2016</time> | Report</div></div></div></div></div></div></div><div class="mck-o-container"><div class="mck-o-container--wrapped mck-o-container--mobile-spacing mdc-u-grid mdc-u-grid-gutter-xxl"><section data-layer-region="article-body-header" class="mdc-u-grid mdc-u-grid-col-md-12 mck-u-animation-blur-in-400 byline-share-container"><div class="mdc-u-grid-col-md-start-2 mdc-u-grid-col-md-end-8 mdc-u-grid-col-lg-start-3 mdc-u-grid-col-lg-end-8 mdc-u-ts-9"><span> </span><span class="AuthorsByLine_mck-c-authors-byline__author__XdrlD"><span class="AuthorsByLine_mck-c-authors-byline__no-wrap__Ced0j">Nicolaus Henke </span></span><span class="AuthorsByLine_mck-c-authors-byline__author__XdrlD"><span class="AuthorsByLine_mck-c-authors-byline__no-wrap__Ced0j">Jacques Bughin </span></span><span class="AuthorsByLine_mck-c-authors-byline__author__XdrlD"><span class="AuthorsByLine_mck-c-authors-byline__no-wrap__Ced0j"><a data-component="mdc-c-link" href="/our-people/michael-chui" class="mdc-c-link-inline___7DRrt_2734c4f mdc-c-link-inline--secondary___YKoOK_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">Michael Chui</span></a> </span></span><span class="AuthorsByLine_mck-c-authors-byline__author__XdrlD"><span class="AuthorsByLine_mck-c-authors-byline__no-wrap__Ced0j"><a data-component="mdc-c-link" href="/our-people/james-manyika" class="mdc-c-link-inline___7DRrt_2734c4f mdc-c-link-inline--secondary___YKoOK_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">James Manyika</span></a> </span></span><span class="AuthorsByLine_mck-c-authors-byline__author__XdrlD"><span class="AuthorsByLine_mck-c-authors-byline__no-wrap__Ced0j"><a data-component="mdc-c-link" href="/our-people/tamim-saleh" class="mdc-c-link-inline___7DRrt_2734c4f mdc-c-link-inline--secondary___YKoOK_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">Tamim Saleh</span></a> </span></span><span class="AuthorsByLine_mck-c-authors-byline__author__XdrlD"><span class="AuthorsByLine_mck-c-authors-byline__no-wrap__Ced0j"><a data-component="mdc-c-link" href="/our-people/bill-wiseman" class="mdc-c-link-inline___7DRrt_2734c4f mdc-c-link-inline--secondary___YKoOK_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">Bill Wiseman</span></a><span> </span></span></span><span class="AuthorsByLine_mck-c-authors-byline__author__XdrlD"><span class="AuthorsByLine_mck-c-authors-byline__no-wrap__Ced0j">Guru Sethupathy</span></span></div><div class="mdc-u-grid-col-md-start-8 mdc-u-grid-col-md-end-12 mdc-u-grid-col-lg-start-8 mdc-u-grid-col-lg-end-11 ArticleContent_mck-c-article-content__share-tools__kWRRw"></div></section><section class="mdc-u-grid mdc-u-grid-col-md-12 mck-u-animation-blur-in-400"><div class="mdc-u-grid-col-md-start-2 mdc-u-grid-col-md-end-12 mdc-u-grid-col-lg-start-3 mdc-u-grid-col-lg-end-11"><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-5"><div class="mck-u-links-inline">Big data’s potential just keeps growing. Taking full advantage means companies must incorporate analytics into their strategic vision and use it to make better, faster decisions.</div></div></div></section><main data-layer-region="article-body" class="mdc-u-grid mdc-u-grid-gutter-xxl"><div class="mdc-u-grid mdc-u-grid-col-1 mdc-u-grid-col-md-12"><div class="mdc-u-grid-col-md-start-2 mdc-u-grid-col-md-end-12 mdc-u-grid-col-lg-start-3 mdc-u-grid-col-lg-end-11"><div class="mdc-o-content-body mck-u-dropcap"><div data-component="mdc-c-module-wrapper" data-module-theme="default" data-module-background="transparent" data-module-category="" class="DownloadsSidebar_mck-c-downloads-sidebar__iFmyt mck-o-xs-right-span"><div data-layer-region="downloads-right-rail"><h3 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-c-heading--border___K8dj3_2734c4f"></h3><div><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f"><a data-component="mdc-c-link" href="/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/the-age-of-analytics-in-brief.pdf" class="DownloadsSidebar_mck-c-downloads-sidebar__download-link__fPqFQ mdc-c-link___lBbY1_2734c4f" target="_blank" data-layer-event-prefix="Download Link" data-layer-action="click" data-layer-report-type="" data-layer-file-name="the-age-of-analytics-in-brief" data-layer-report-name="the-age-of-analytics-in-brief>"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mdc-c-icon--size-md___yi5fA_2734c4f mck-download-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f"> (PDF-533 KB)</span></a><a data-component="mdc-c-link" href="/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/mgi-the-age-of-analytics-executive-summary.pdf" class="DownloadsSidebar_mck-c-downloads-sidebar__download-link__fPqFQ mdc-c-link___lBbY1_2734c4f" target="_blank" data-layer-event-prefix="Download Link" data-layer-action="click" data-layer-report-type="" data-layer-file-name="mgi-the-age-of-analytics-executive-summary" data-layer-report-name="mgi-the-age-of-analytics-executive-summary>"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mdc-c-icon--size-md___yi5fA_2734c4f mck-download-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f"> (PDF-1 MB)</span></a><a data-component="mdc-c-link" href="/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/mgi-the-age-of-analytics-full-report.pdf" class="DownloadsSidebar_mck-c-downloads-sidebar__download-link__fPqFQ mdc-c-link___lBbY1_2734c4f" target="_blank" data-layer-event-prefix="Download Link" data-layer-action="click" data-layer-report-type="" data-layer-file-name="mgi-the-age-of-analytics-full-report" data-layer-report-name="mgi-the-age-of-analytics-full-report>"><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mdc-c-icon--size-md___yi5fA_2734c4f mck-download-icon"></span><span class="mdc-c-link__label___Pfqtd_2734c4f"> (PDF-3 MB)</span></a></div></div></div></div> <p><strong>Is big data all hype?</strong> To the contrary: earlier research may have given only a partial view of the ultimate impact. A new report from the McKinsey Global Institute (MGI), <em>The age of analytics: Competing in a data-driven world</em>, suggests that the range of applications and opportunities has grown and will continue to expand. Given rapid technological advances, the question for companies now is how to integrate new capabilities into their operations and strategies—and position themselves in a world where analytics can upend entire industries.</p>  <p>A 2011 MGI report highlighted <a href="/capabilities/mckinsey-digital/our-insights/big-data-the-next-frontier-for-innovation">the transformational potential of big data</a>. Five years later, we remain convinced that this potential has not been oversold. In fact, the convergence of several technology trends is accelerating progress. The volume of data continues to double every three years as information pours in from digital platforms, wireless sensors, virtual-reality applications, and billions of mobile phones. Data-storage capacity has increased, while its cost has plummeted. Data scientists now have unprecedented computing power at their disposal, and they are devising algorithms that are ever more sophisticated.</p> <p>Earlier, we estimated the potential for big data and analytics to create value in five specific domains. Revisiting them today shows uneven progress and a great deal of that value still on the table (exhibit). The greatest advances have occurred in location-based services and in US retail, both areas with competitors that are digital natives. In contrast, manufacturing, the EU public sector, and healthcare have captured less than 30 percent of the potential value we highlighted five years ago. And new opportunities have arisen since 2011, further widening the gap between the leaders and laggards.</p> <div data-component="mdc-c-module-wrapper" data-module-theme="default" data-module-background="transparent" data-module-category="" class="mck-c-inline-module-container mck-o-md-center"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start mdc-u-mb-3 GenericItem_mck-c-generic-item__sGwKL"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f mdc-u-grid-gutter-xs GenericItem_mck-c-generic-item__content__gq1m0"><div class="mck-c-eyebrow mdc-u-ts-10"><span> </span></div></div></div><div class="mck-u-inline-module-border-top mck-u-inline-module-border-bottom"><picture data-component="mdc-c-picture" class="Exhibit_mck-c-exhibit__image__pyIDm"><source media="(min-width: 768px)" srcSet="/~/media/mckinsey/industries/public%20and%20social%20sector/our%20insights/the%20age%20of%20analytics%20competing%20in%20a%20data%20driven%20world/svgz-big-data-analytics-ex1.svgz?cq=50&cpy=Center"/><img alt="Progress in capturing value from data and analytics has been uneven." src="/~/media/mckinsey/industries/public%20and%20social%20sector/our%20insights/the%20age%20of%20analytics%20competing%20in%20a%20data%20driven%20world/svgz-big-data-analytics-ex1.svgz?cq=50&cpy=Center" loading="lazy"/></picture></div><div class="mck-u-sr-only"></div></div> <div data-component="mdc-c-module-wrapper" data-module-theme="default" data-module-background="transparent" data-module-category="" class="mck-c-disruptor1up mck-o-md-center mck-u-inline-module-border-top mck-u-inline-module-border-bottom mck-u-screen-only" data-layer-region="disruptor-1up"><div class="mdc-u-grid mdc-u-grid-gutter-md mdc-u-grid-col-lg-12 mdc-u-grid-col-md-12 "><div class="mdc-u-grid-col-md-span-12"><header data-component="mdc-c-header" class="mdc-c-header"><div class="mdc-c-header__block___i1Lg-_2734c4f"><h3 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><div>Would you like to learn more about the <a href="/mgi/overview">McKinsey Global Institute</a>?</div></h3></div></header><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--display-column___X0HDD_2734c4f mck-c-disruptor1up__content Disruptor1Up_mck-c-disruptor1up__content--links__VV4lE mdc-u-grid-gutter-md"><a data-component="mdc-c-link" href="/mgi/our-research/technology-and-markets-of-the-future" class="mdc-c-link-cta___NBQVi_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">Visit our Technology & Innovation page</span><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-link-arrow-right-icon"></span></a></div></div></div></div> <p>Leading companies are using their capabilities not only to improve their core operations but also to launch entirely new business models. The network effects of digital platforms are creating a winner-take-most situation in some markets. The leading firms have remarkably deep analytical talent taking on various problems—and they are actively looking for ways to enter other industries. These companies can take advantage of their scale and data insights to add new business lines, and those expansions are increasingly <a href="/capabilities/strategy-and-corporate-finance/our-insights/the-new-global-competition-for-corporate-profits">blurring traditional sector boundaries</a>.</p> <p>Where digital natives were built for analytics, legacy companies have to do the hard work of overhauling or changing existing systems. Adapting to an era of data-driven decision making is not always a simple proposition. Some companies have invested heavily in technology but have not yet changed their organizations so they can make the most of these investments. Many are struggling to develop the talent, business processes, and organizational muscle to capture real value from analytics.</p> <p>The first challenge is incorporating data and analytics into a <a href="/capabilities/mckinsey-digital/our-insights/making-data-analytics-work-for-you-instead-of-the-other-way-around">core strategic vision</a>. The next step is developing the right business processes and building capabilities, including both data infrastructure and talent. It is not enough simply to layer powerful technology systems on top of existing business operations. All these aspects of transformation need to come together to realize the full potential of data and analytics. The challenges incumbents face in pulling this off are precisely why much of the value we highlighted in 2011 is still unclaimed.</p> <p>The urgency for incumbents is growing, since leaders are staking out large advantages, and hesitating increases the risk of being disrupted. Disruption is already happening, and it takes multiple forms. Introducing new types of data sets (“orthogonal data”) can confer a competitive advantage, for instance, while massive integration capabilities can break through organizational silos, enabling new insights and models. <a href="/industries/technology-media-and-telecommunications/our-insights/competition-at-the-digital-edge-hyperscale-businesses">Hyperscale digital platforms</a> can match buyers and sellers in real time, transforming inefficient markets. Granular data can be used to personalize products and services—including, most intriguingly, healthcare. New analytical techniques can fuel discovery and innovation. Above all, businesses no longer have to go on gut instinct; they can use data and analytics to make faster decisions and more accurate forecasts supported by a mountain of evidence.</p> <div data-component="mdc-c-module-wrapper" data-module-theme="default" data-module-background="transparent" data-module-category="" class="mck-c-disruptor1up mck-o-md-center mck-u-inline-module-border-top mck-u-inline-module-border-bottom mck-u-screen-only" data-layer-region="disruptor-1up"><div class="mdc-u-grid mdc-u-grid-gutter-md mdc-u-grid-col-lg-12 mdc-u-grid-col-md-12 "><div class="mdc-u-grid-col-lg-span-4 mdc-u-grid-col-md-span-5 Disruptor1Up_mck-c-disruptor1up__image___2Gc4"><picture data-component="mdc-c-picture"><img alt="bdne11_frth" src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/big%20data%20the%20next%20frontier%20for%20innovation/bdne11_frth.jpg?cq=50&mh=145&car=16:9&cpy=Center" loading="lazy"/></picture></div><div class="mdc-u-grid-col-lg-span-8 mdc-u-grid-col-md-span-7"><header data-component="mdc-c-header" class="mdc-c-header"><div class="mdc-c-header__block___i1Lg-_2734c4f"><h3 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f"><div>Big data: The next frontier for innovation, competition, and productivity</div></h3></div></header><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--display-column___X0HDD_2734c4f mck-c-disruptor1up__content Disruptor1Up_mck-c-disruptor1up__content--links__VV4lE mdc-u-grid-gutter-md"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/big-data-the-next-frontier-for-innovation" class="mdc-c-link-cta___NBQVi_2734c4f"><span class="mdc-c-link__label___Pfqtd_2734c4f">Read the article</span><span data-component="mdc-c-icon" class="mdc-c-icon___oi7ef_2734c4f mck-link-arrow-right-icon"></span></a></div></div></div></div> <p>The next generation of tools could unleash even bigger changes. New machine-learning and deep-learning capabilities have an enormous variety of applications that stretch into many sectors of the economy. Systems enabled by machine learning can provide customer service, manage logistics, analyze medical records, or even write news stories.</p> <p>These technologies could generate productivity gains and an improved quality of life, but they carry the risk of causing job losses and dislocations. Previous MGI research found that <a href="/capabilities/mckinsey-digital/our-insights/four-fundamentals-of-workplace-automation">45 percent of work activities could be automated</a> using current technologies; some 80 percent of that is attributable to existing machine-learning capabilities. Breakthroughs in natural-language processing could expand that impact.</p> <p>Data and analytics are already shaking up multiple industries, and the effects will only become more pronounced as adoption reaches critical mass—and as machines gain unprecedented capabilities to solve problems and understand language. Organizations that can harness these capabilities effectively will be able to create significant value and differentiate themselves, while others will find themselves increasingly at a disadvantage.</p></div><div class="container-placeholder"></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-xl"><section role="contentinfo" data-layer-region="article-about-authors" class="mdc-u-grid mdc-u-grid-col-md-12 AboutAuthor_mck-c-about-author__nRJzu"><div class="mdc-u-grid-col-md-start-2 mdc-u-grid-col-md-end-12 mdc-u-grid-col-lg-start-3 mdc-u-grid-col-lg-end-11"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-c-heading--border___K8dj3_2734c4f mdc-u-align-center"></h5><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-8 mck-u-links-inline mck-u-links-inline--secondary mdc-u-mt-5"><div><p><strong><a href="/sitecore/service/notfound.aspx?item=web%3a%7b84678d1c-4492-40d5-b2f0-b1050a1429c7%7d%40en">Jacques Bughin</a></strong> and <strong><a href="/our-people/james-manyika">James Manyika</a></strong> are directors of the McKinsey Global Institute, and <strong><a href="/our-people/michael-chui">Michael Chui</a></strong> is an MGI partner; <strong>Nicolaus Henke</strong> and <strong><a href="/our-people/tamim-saleh">Tamim Saleh</a></strong> are senior partners in McKinsey’s London office, <strong><a href="/our-people/bill-wiseman">Bill Wiseman</a></strong> is a senior partner in the Taipei office, and <strong>Guru Sethupathy</strong> is a consultant in the Washington, DC, office.</p></div></div></div></section><section class="mdc-u-grid mdc-u-grid-col-md-12 mck-u-screen-only"><div class="mdc-u-grid-col-md-start-2 mdc-u-grid-col-md-end-12 mdc-u-grid-col-lg-start-5 mdc-u-grid-col-lg-end-9"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-c-heading--border___K8dj3_2734c4f mdc-u-align-center">Explore a career with us</h5><div data-component="mdc-c-link-container" class="mdc-c-link-container___xefGu_2734c4f mdc-c-link-container--align-center___ar3mu_2734c4f"><a data-component="mdc-c-link" href="/careers/search-jobs" class="mdc-c-button___U4iY2_2734c4f mdc-c-button--secondary___Boipq_2734c4f mdc-c-button--size-large___jwpUy_2734c4f" aria-label="Search Openings" data-layer-event-prefix="CTA Link" data-layer-action="click" data-layer-category="careers" data-layer-subcategory="search" data-layer-text="Search Openings"><span class="mdc-c-link__label___Pfqtd_2734c4f">Search Openings</span></a></div></div></section></div></main></div><div data-component="mdc-c-module-wrapper" data-module-theme="light" data-module-background="lightest-grey" data-module-category="StandalonePromo" class="RelatedArticle_mck-c-article-related__GGA76 mck-u-screen-only" data-layer-region="related-articles"><div class="mdc-o-container__wrapper is-wrapped mdc-u-spaced-mobile"><h5 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-c-heading--title___5qyOB_2734c4f mdc-u-align-center">Related Articles</h5><div class="mdc-u-grid mdc-u-grid-col-md-3 RelatedArticle_items-container__s2uD0"><div class="mdc-u-grid mdc-u-grid-gutter-lg Card_card__diA2r Card_hover-effect__RGb9b"><div class="Card_wrapper-image__8b4P6"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/making-data-analytics-work-for-you-instead-of-the-other-way-around" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture" class="Card_wrapper-image__8b4P6"><style>.picture-uniqueKey-makin-0 { aspect-ratio: 16/9 }</style><img alt="data-analytics-v2-1536x1536-300_Standard" class="picture-uniqueKey-makin-0" src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/making%20data%20analytics%20work%20for%20you%20instead%20of%20the%20other%20way%20around/data-analytics-v2-1536x1536-300_standard.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div class="Card_wrapper-text__U6Y3k"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f Card_content-block__pF6Z1"><span>Article - <i>McKinsey Quarterly</i></span><h6 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-6"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/making-data-analytics-work-for-you-instead-of-the-other-way-around" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link___lBbY1_2734c4f"><div>Making data analytics work for you—instead of the other way around</div></a></h6></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg Card_card__diA2r Card_hover-effect__RGb9b"><div class="Card_wrapper-image__8b4P6"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/straight-talk-about-big-data" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture" class="Card_wrapper-image__8b4P6"><style>.picture-uniqueKey-strai-0 { aspect-ratio: 16/9 }</style><img alt="Straight talk about big data_1536x1536_300_Standard" class="picture-uniqueKey-strai-0" src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/straight%20talk%20about%20big%20data/straight%20talk%20about%20big%20data_1536x1536_300_standard.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div class="Card_wrapper-text__U6Y3k"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f Card_content-block__pF6Z1"><span>Article - <i>McKinsey Quarterly</i></span><h6 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-6"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/straight-talk-about-big-data" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link___lBbY1_2734c4f"><div>Straight talk about big data</div></a></h6></div></div></div><div class="mdc-u-grid mdc-u-grid-gutter-lg Card_card__diA2r Card_hover-effect__RGb9b"><div class="Card_wrapper-image__8b4P6"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/digital-globalization-the-new-era-of-global-flows" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture" class="Card_wrapper-image__8b4P6"><style>.picture-uniqueKey-digit-0 { aspect-ratio: 16/9 }</style><img alt="MGIGlobalFlows1536x1536_Standard_Standard" class="picture-uniqueKey-digit-0" src="/~/media/mckinsey/business%20functions/mckinsey%20digital/our%20insights/digital%20globalization%20the%20new%20era%20of%20global%20flows/mgiglobalflows1536x1536_standard_standard.jpg?cq=50&mw=767&car=16:9&cpy=Center" loading="lazy"/></picture></a></div><div class="Card_wrapper-text__U6Y3k"><div data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f Card_content-block__pF6Z1"><span>Report - <i>MGI Research</i></span><h6 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-6"><a data-component="mdc-c-link" href="/capabilities/mckinsey-digital/our-insights/digital-globalization-the-new-era-of-global-flows" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link___lBbY1_2734c4f"><div>Digital globalization: The new era of global flows</div></a></h6></div></div></div></div></div></div></div></main></div><script id="__NEXT_DATA__" type="application/json">{"props":{"pageProps":{"locale":"en","dictionary":{},"sitecoreContext":{"route":{"name":"The age of analytics Competing in a data driven world","displayName":"The age of analytics Competing in a data driven world","fields":null,"databaseName":"web","deviceId":"fe5d7fdf-89c0-4d99-9aa3-b5fbd009c9f3","itemId":"3be6cfe8-f5ca-46a2-b8a3-1c3766d7e33c","itemLanguage":"en","itemVersion":1,"layoutId":"ae753eb4-a035-40b4-83bf-4b4438df6742","templateId":"683910db-02ba-40ba-92e7-726c880160a9","templateName":"ArticleJSS","placeholders":{"jss-main":[{"uid":"232bb7e9-289f-492d-a916-2b6185e44a84","componentName":"ArticleTemplate","dataSource":"","fields":{"data":{"articleTemplate":{"title":{"jsonValue":{"value":"The age of analytics: Competing in a data-driven world"}},"sEOTitle":{"value":""},"description":{"jsonValue":{"value":"Big data\u0026rsquo;s potential just keeps growing. Taking full advantage means companies must incorporate analytics into their strategic vision and use it to make better, faster decisions."}},"sEODescription":{"value":""},"displayDate":{"jsonValue":{"value":"2016-12-07T00:00:00Z"}},"body":{"value":"[[DownloadsSidebar]] \u003cp\u003e\u003cstrong\u003eIs big data all hype?\u003c/strong\u003e To the contrary: earlier research may have given only a partial view of the ultimate impact. A new report from the McKinsey Global Institute (MGI), \u003cem\u003eThe age of analytics: Competing in a data-driven world\u003c/em\u003e, suggests that the range of applications and opportunities has grown and will continue to expand. Given rapid technological advances, the question for companies now is how to integrate new capabilities into their operations and strategies\u0026mdash;and position themselves in a world where analytics can upend entire industries.\u003c/p\u003e\n[[Video Analytics]]\n\u003cp\u003eA 2011 MGI report highlighted \u003ca href=\"/capabilities/mckinsey-digital/our-insights/big-data-the-next-frontier-for-innovation\"\u003ethe transformational potential of big data\u003c/a\u003e. Five years later, we remain convinced that this potential has not been oversold. In fact, the convergence of several technology trends is accelerating progress. The volume of data continues to double every three years as information pours in from digital platforms, wireless sensors, virtual-reality applications, and billions of mobile phones. Data-storage capacity has increased, while its cost has plummeted. Data scientists now have unprecedented computing power at their disposal, and they are devising algorithms that are ever more sophisticated.\u003c/p\u003e\n\u003cp\u003eEarlier, we estimated the potential for big data and analytics to create value in five specific domains. Revisiting them today shows uneven progress and a great deal of that value still on the table (exhibit). The greatest advances have occurred in location-based services and in US retail, both areas with competitors that are digital natives. In contrast, manufacturing, the EU public sector, and healthcare have captured less than 30 percent of the potential value we highlighted five years ago. And new opportunities have arisen since 2011, further widening the gap between the leaders and laggards.\u003c/p\u003e\n[[Exhibit 1]]\n[[Disruptor1UP Learn more]]\n\u003cp\u003eLeading companies are using their capabilities not only to improve their core operations but also to launch entirely new business models. The network effects of digital platforms are creating a winner-take-most situation in some markets. The leading firms have remarkably deep analytical talent taking on various problems\u0026mdash;and they are actively looking for ways to enter other industries. These companies can take advantage of their scale and data insights to add new business lines, and those expansions are increasingly \u003ca href=\"/capabilities/strategy-and-corporate-finance/our-insights/the-new-global-competition-for-corporate-profits\"\u003eblurring traditional sector boundaries\u003c/a\u003e.\u003c/p\u003e\n\u003cp\u003eWhere digital natives were built for analytics, legacy companies have to do the hard work of overhauling or changing existing systems. Adapting to an era of data-driven decision making is not always a simple proposition. Some companies have invested heavily in technology but have not yet changed their organizations so they can make the most of these investments. Many are struggling to develop the talent, business processes, and organizational muscle to capture real value from analytics.\u003c/p\u003e\n\u003cp\u003eThe first challenge is incorporating data and analytics into a \u003ca href=\"/capabilities/mckinsey-digital/our-insights/making-data-analytics-work-for-you-instead-of-the-other-way-around\"\u003ecore strategic vision\u003c/a\u003e. The next step is developing the right business processes and building capabilities, including both data infrastructure and talent. It is not enough simply to layer powerful technology systems on top of existing business operations. All these aspects of transformation need to come together to realize the full potential of data and analytics. The challenges incumbents face in pulling this off are precisely why much of the value we highlighted in 2011 is still unclaimed.\u003c/p\u003e\n\u003cp\u003eThe urgency for incumbents is growing, since leaders are staking out large advantages, and hesitating increases the risk of being disrupted. Disruption is already happening, and it takes multiple forms. Introducing new types of data sets (\u0026ldquo;orthogonal data\u0026rdquo;) can confer a competitive advantage, for instance, while massive integration capabilities can break through organizational silos, enabling new insights and models. \u003ca href=\"/industries/technology-media-and-telecommunications/our-insights/competition-at-the-digital-edge-hyperscale-businesses\"\u003eHyperscale digital platforms\u003c/a\u003e can match buyers and sellers in real time, transforming inefficient markets. Granular data can be used to personalize products and services\u0026mdash;including, most intriguingly, healthcare. New analytical techniques can fuel discovery and innovation. Above all, businesses no longer have to go on gut instinct; they can use data and analytics to make faster decisions and more accurate forecasts supported by a mountain of evidence.\u003c/p\u003e\n[[Disruptor1UP Read next]]\n\u003cp\u003eThe next generation of tools could unleash even bigger changes. New machine-learning and deep-learning capabilities have an enormous variety of applications that stretch into many sectors of the economy. Systems enabled by machine learning can provide customer service, manage logistics, analyze medical records, or even write news stories.\u003c/p\u003e\n\u003cp\u003eThese technologies could generate productivity gains and an improved quality of life, but they carry the risk of causing job losses and dislocations. Previous MGI research found that \u003ca href=\"/capabilities/mckinsey-digital/our-insights/four-fundamentals-of-workplace-automation\"\u003e45 percent of work activities could be automated\u003c/a\u003e using current technologies; some 80 percent of that is attributable to existing machine-learning capabilities. Breakthroughs in natural-language processing could expand that impact.\u003c/p\u003e\n\u003cp\u003eData and analytics are already shaking up multiple industries, and the effects will only become more pronounced as adoption reaches critical mass\u0026mdash;and as machines gain unprecedented capabilities to solve problems and understand language. Organizations that can harness these capabilities effectively will be able to create significant value and differentiate themselves, while others will find themselves increasingly at a disadvantage.\u003c/p\u003e"},"isFullScreenInteractive":{"boolValue":false},"hideStickySocialShareBar":{"boolValue":false},"desktopID":{"value":""},"mobileID":{"value":""},"desktopURL":{"value":""},"mobileURL":{"value":""},"desktopPaddingPercentage":{"value":""},"mobilePaddingPercentage":{"value":""},"desktopOverrideHeight":{"value":""},"mobileOverrideHeight":{"value":""},"cerosOembedURL":{"value":""},"cerosRenderMode":{"targetItem":null},"cerosBackgroundColor":{"targetItem":null},"hideByLine":{"boolValue":false},"tableOfContentsTitle":{"value":"TABLE OF CONTENTS"},"accessStatus":{"targetItem":{"key":{"value":"AllUsers"},"value":{"value":"All Users"}}},"articleType":{"targetItem":{"displayName":"Report"}},"hasSpecialReport":{"boolValue":false},"contentType":{"targetItem":{"displayName":"Article"}},"sourcePublication":{"targetItem":{"name":"MGI Research","displayName":"MGI Research","title":{"value":"MGI Research"},"relatedlinks":{"url":"/mgi/overview"},"landinglinks":{"jsonValue":{"value":[]}}}},"externalPublication":{"value":""},"mobileReady":{"boolValue":true},"forClientsOnly":{"boolValue":false},"excludeFromClientLink":{"boolValue":false},"originalPublishDate":{"jsonValue":{"value":"2016-12-07T00:00:00Z"}},"footnotes":{"value":""},"contributoryPractice":{"targetItems":[]},"aboutTheAuthors":{"value":"\u003cp\u003e\u003cstrong\u003e\u003ca href=\"/sitecore/service/notfound.aspx?item=web%3a%7b84678d1c-4492-40d5-b2f0-b1050a1429c7%7d%40en\"\u003eJacques Bughin\u003c/a\u003e\u003c/strong\u003e and \u003cstrong\u003e\u003ca href=\"/our-people/james-manyika\"\u003eJames Manyika\u003c/a\u003e\u003c/strong\u003e are directors of the McKinsey Global Institute, and \u003cstrong\u003e\u003ca href=\"/our-people/michael-chui\"\u003eMichael Chui\u003c/a\u003e\u003c/strong\u003e is an MGI partner; \u003cstrong\u003eNicolaus Henke\u003c/strong\u003e and \u003cstrong\u003e\u003ca href=\"/our-people/tamim-saleh\"\u003eTamim Saleh\u003c/a\u003e\u003c/strong\u003e are senior partners in McKinsey\u0026rsquo;s London office, \u003cstrong\u003e\u003ca href=\"/our-people/bill-wiseman\"\u003eBill Wiseman\u003c/a\u003e\u003c/strong\u003e is a senior partner in the Taipei office, and \u003cstrong\u003eGuru Sethupathy\u003c/strong\u003e is a consultant in the Washington, DC, office.\u003c/p\u003e"},"authors":{"targetItems":[{"template":{"id":"3FBABDB63A094F68B1F8E1BBE1BA124E","name":"Author"},"id":"27357F3A3A344242AF1824C21FC77A91","name":"Nicolaus Henke","authorTitle":{"value":"Nicolaus Henke"},"description":{"value":"Nico is a senior partner at McKinsey and chairman of QuantumBlack, McKinsey\u0026rsquo;s advanced analytics and AI firm."},"thumbnailImage":{"alt":"","src":null},"profile":{"targetItems":[]}},{"template":{"id":"3FBABDB63A094F68B1F8E1BBE1BA124E","name":"Author"},"id":"327695C971B84807AD1958777FE21C76","name":"Jacques Bughin","authorTitle":{"value":"Jacques Bughin"},"description":{"value":""},"thumbnailImage":{"alt":"","src":null},"profile":{"targetItems":[]}},{"template":{"id":"3FBABDB63A094F68B1F8E1BBE1BA124E","name":"Author"},"id":"36DD0837215D49E78AB6162F78A61DC7","name":"Michael Chui","authorTitle":{"value":"Michael Chui"},"description":{"value":""},"thumbnailImage":{"alt":"","src":null},"profile":{"targetItems":[{"standardImage":{"src":"/~/media/mckinsey/our people/michael chui/michael chui_00168-1_fc-mask_profile_1536x1152.png","alt":""},"emailLinks":{"value":"Michael_Chui@mckinsey.com"},"linkedInUrl":{"value":"https://www.linkedin.com/in/chuimichael"},"description":{"value":"Leads research on the impact of artificial intelligence, information technologies and innovation on business, the economy, and society"},"locations":{"targetItems":[{"name":"Bay Area","displayName":"Bay Area"}]},"firmTitle":{"value":"Senior Fellow"},"thumbnailImage":{"alt":"","src":"/~/media/mckinsey/our people/michael chui/michael chui_00168-1_fc-mask_headshot_988x741.png"},"url":{"path":"/our-people/michael-chui"}}]}},{"template":{"id":"3FBABDB63A094F68B1F8E1BBE1BA124E","name":"Author"},"id":"4FD3F557E830420287A9709EF1357C32","name":"James Manyika","authorTitle":{"value":"James Manyika"},"description":{"value":""},"thumbnailImage":{"alt":"","src":null},"profile":{"targetItems":[{"standardImage":{"src":"/~/media/mckinsey/our people/james manyika/james-manyika_profile_1536x1152.jpg","alt":"James Manyika"},"emailLinks":{"value":""},"linkedInUrl":{"value":""},"description":{"value":"Previously led research on global economic and technology trends and served many of the world's leading high tech companies on growth, innovation, and strategy"},"locations":{"targetItems":[{"name":"Bay Area","displayName":"Bay Area"}]},"firmTitle":{"value":"Chairman Emeritus, McKinsey Global Institute, and Senior Partner, Emeritus"},"thumbnailImage":{"alt":"James Manyika","src":"/~/media/mckinsey/our people/james manyika/james-manyika_headshot_988x741.jpg"},"url":{"path":"/our-people/james-manyika"}}]}},{"template":{"id":"3FBABDB63A094F68B1F8E1BBE1BA124E","name":"Author"},"id":"867F0102C66247C6A32F3E7732562021","name":"Tamim Saleh","authorTitle":{"value":"Tamim Saleh"},"description":{"value":""},"thumbnailImage":{"alt":"","src":null},"profile":{"targetItems":[{"standardImage":{"src":"/~/media/mckinsey/our people/tamim saleh/tamim-saleh_profile_1536x1152.jpg","alt":""},"emailLinks":{"value":"Tamin_Saleh@mckinsey.com"},"linkedInUrl":{"value":""},"description":{"value":"Pushes the cutting edge of advanced analytics to guide business transformations and boost the effectiveness of strategic decision making"},"locations":{"targetItems":[{"name":"London","displayName":"London"}]},"firmTitle":{"value":"Senior Partner"},"thumbnailImage":{"alt":"","src":"/~/media/mckinsey/our people/tamim saleh/tamim-saleh_headshot_988x741.jpg"},"url":{"path":"/our-people/tamim-saleh"}}]}},{"template":{"id":"3FBABDB63A094F68B1F8E1BBE1BA124E","name":"Author"},"id":"DC12894A58384C4FB2E832EC0C24F311","name":"Bill Wiseman","authorTitle":{"value":"Bill Wiseman"},"description":{"value":"Managing partner of McKinsey\u0026rsquo;s Seattle office, bringing innovation to client service through new management science for technology and industrial clients"},"thumbnailImage":{"alt":"","src":null},"profile":{"targetItems":[{"standardImage":{"src":"/~/media/mckinsey/our people/bill wiseman/bill-wiseman_7865_fc-mask_1536x1152.png","alt":"Bill Wiseman"},"emailLinks":{"value":"Advanced_Industries_Semiconductor_Internet_Inquiries@mckinsey.com, Bill_Wiseman@mckinsey.com"},"linkedInUrl":{"value":"https://www.linkedin.com/in/bill-wiseman-35a170"},"description":{"value":"As a senior partner in our Seattle office, brings innovation to client service through new management science for technology and industrial clients"},"locations":{"targetItems":[{"name":"Seattle","displayName":"Seattle"}]},"firmTitle":{"value":"Senior Partner"},"thumbnailImage":{"alt":"Bill Wiseman","src":"/~/media/mckinsey/our people/bill wiseman/bill-wiseman_7865_fc-mask_988x741.png"},"url":{"path":"/our-people/bill-wiseman"}}]}},{"template":{"id":"3FBABDB63A094F68B1F8E1BBE1BA124E","name":"Author"},"id":"089D5321CD664095996189E565046A04","name":"Guru Sethupathy","authorTitle":{"value":"Guru Sethupathy"},"description":{"value":""},"thumbnailImage":{"alt":"","src":null},"profile":{"targetItems":[]}}]},"nonPartnerAuthors":{"targetItems":[]},"interactiveToUse":{"targetItem":null},"enableArticleComponents":{"boolValue":false},"relatedArticles":{"targetItems":[{"sourcePublication":{"targetItem":{"name":"McKinsey Quarterly"}},"publicationSource":null,"externalPublication":{"value":""},"title":{"value":"Making data analytics work for you—instead of the other way around"},"url":{"path":"/capabilities/mckinsey-digital/our-insights/making-data-analytics-work-for-you-instead-of-the-other-way-around"},"eyebrow":{"targetItem":{"name":"Article"}},"articleType":{"targetItem":{"name":"Article"}},"contentType":{"targetItem":{"name":"Article"}},"description":{"value":"Does your data have a purpose? If not, you’re spinning your wheels. Here’s how to discover one and then translate it into action."},"standardImage":{"src":"/~/media/mckinsey/business functions/mckinsey digital/our insights/making data analytics work for you instead of the other way around/data-analytics-v2-1536x1536-300_standard.jpg","alt":"data-analytics-v2-1536x1536-300_Standard"},"heroImage":null,"thumbnailImage":null},{"sourcePublication":{"targetItem":{"name":"McKinsey Quarterly"}},"publicationSource":null,"externalPublication":{"value":""},"title":{"value":"Straight talk about big data"},"url":{"path":"/capabilities/mckinsey-digital/our-insights/straight-talk-about-big-data"},"eyebrow":{"targetItem":{"name":"Article"}},"articleType":{"targetItem":{"name":"Article"}},"contentType":{"targetItem":{"name":"Article"}},"description":{"value":"Transforming analytics from a \u0026ldquo;science-fair project\u0026rdquo; to the core of a business model starts with leadership from the top. Here are five questions CEOs should be asking their executive teams."},"standardImage":{"src":"/~/media/mckinsey/business functions/mckinsey digital/our insights/straight talk about big data/straight talk about big data_1536x1536_300_standard.jpg","alt":"Straight talk about big data_1536x1536_300_Standard"},"heroImage":null,"thumbnailImage":null},{"sourcePublication":{"targetItem":{"name":"MGI Research"}},"publicationSource":null,"externalPublication":{"value":""},"title":{"value":"Digital globalization: The new era of global flows"},"url":{"path":"/capabilities/mckinsey-digital/our-insights/digital-globalization-the-new-era-of-global-flows"},"eyebrow":{"targetItem":{"name":"Report"}},"articleType":{"targetItem":{"name":"Report"}},"contentType":{"targetItem":{"name":"Article"}},"description":{"value":"Soaring flows of data and information now generate more economic value than the global goods trade."},"standardImage":{"src":"/~/media/mckinsey/business functions/mckinsey digital/our insights/digital globalization the new era of global flows/mgiglobalflows1536x1536_standard_standard.jpg","alt":"MGIGlobalFlows1536x1536_Standard_Standard"},"heroImage":null,"thumbnailImage":null},{"sourcePublication":{"targetItem":{"name":"MGI Research"}},"publicationSource":null,"externalPublication":{"value":""},"title":{"value":"Unlocking the potential of the Internet of Things"},"url":{"path":"/capabilities/mckinsey-digital/our-insights/the-internet-of-things-the-value-of-digitizing-the-physical-world"},"eyebrow":{"targetItem":{"name":"Report"}},"articleType":{"targetItem":{"name":"Report"}},"contentType":{"targetItem":{"name":"Article"}},"description":{"value":"If policy makers and businesses get it right, linking the physical and digital worlds could generate up to $11.1 trillion a year in economic value by 2025."},"standardImage":{"src":"/~/media/mckinsey/industries/technology media and telecommunications/high tech/our insights/the internet of things the value of digitizing the physical world/mgi_internet of things_1536x1536_original.jpg","alt":"MGI_Internet-of-Things_1536x1536_Original"},"heroImage":null,"thumbnailImage":null},{"sourcePublication":{"targetItem":null},"publicationSource":null,"externalPublication":{"value":""},"title":{"value":"How to win in the age of analytics"},"url":{"path":"/capabilities/quantumblack/our-insights/how-to-win-in-the-age-of-analytics"},"eyebrow":{"targetItem":{"name":"Podcast"}},"articleType":{"targetItem":{"name":"Podcast"}},"contentType":{"targetItem":{"name":"Article"}},"description":{"value":"There\u0026rsquo;s greater potential in big data. What\u0026rsquo;s ahead as the field matures?"},"standardImage":{"src":"/~/media/mckinsey/business functions/mckinsey analytics/our insights/how to win in the age of analytics/how-to-win-in-age-of-analytics_1536px_standard.jpg","alt":"How-to-win-in-age-of-analytics_1536px_Standard"},"heroImage":null,"thumbnailImage":null}]},"useEnhancedAuthors":{"boolValue":false},"acknowledgements":{"value":""},"showSocialShareFooter":{"boolValue":false},"template":{"id":"683910db-02ba-40ba-92e7-726c880160a9"},"hideFromSearchEngines":{"boolValue":false},"heroFiftyFiftyBackground":{"targetItem":null},"backgroundColor":{"targetItem":null},"gradientDirection":{"targetItem":{"key":{"value":"Bottom Right"},"value":{"value":"bottom-right"}}},"hideStickySubscriptionBar":{"value":false},"enableRegWall":{"boolValue":false},"timer":{"value":"8"},"regWallHeading":{"value":""},"showGoToHomeLink":{"boolValue":false},"regWallDescription":{"value":""},"isInsightsStorePage":{"boolValue":false},"enableRatingsForArticleBody":{"boolValue":false},"enableRatingsForMostPopular":{"boolValue":false},"selectedModalSubscriptions":{"targetItems":[]},"link1":{"queryString":"","className":"","anchor":"","linkType":"internal","url":"","text":"","targetItem":null},"link2":{"queryString":"","className":"","anchor":"","linkType":"internal","url":"","text":"","targetItem":null},"link3":{"queryString":"","className":"","anchor":"","linkType":"internal","url":"","text":"","targetItem":null},"link4":{"queryString":"","className":"","anchor":"","linkType":"internal","url":"","text":"","targetItem":null},"link5":{"queryString":"","className":"","anchor":"","linkType":"internal","url":"","text":"","targetItem":null},"fullReportPDF":{"name":"Full Report PDF","src":"/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/mgi-the-age-of-analytics-full-report.pdf","displayName":"MGI-The-Age-of-Analytics-Full-report","title":"The age of analytics: Competing in a data-driven world - Full report","keywords":"","description":"","extension":"pdf","mimeType":"application/pdf","size":2986470,"pageCount":"","thumbnailImageSrc":""},"fullReportPDFDisplayName":{"value":""},"appendixPDF":{"name":"Appendix PDF","src":"/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/the-age-of-analytics-in-brief.pdf","displayName":"The-age-of-analytics-In-brief","title":"The age of analytics: Competing in a data-driven world - In brief","keywords":"","description":"","extension":"pdf","mimeType":"application/pdf","size":545623,"pageCount":"","thumbnailImageSrc":""},"appendixPDFDisplayName":{"value":""},"articlePDF":{"name":"Article PDF","src":null,"displayName":null,"title":null,"keywords":null,"description":null,"extension":null,"mimeType":null,"size":null,"pageCount":null,"thumbnailImageSrc":""},"briefingNotePDF":{"name":"Briefing Note PDF","src":null,"displayName":null,"title":null,"keywords":null,"description":null,"extension":null,"mimeType":null,"size":null,"pageCount":null,"thumbnailImageSrc":""},"discussionPapersPDF":{"name":"Discussion Papers PDF","src":null,"displayName":null,"title":null,"keywords":null,"description":null,"extension":null,"mimeType":null,"size":null,"pageCount":null,"thumbnailImageSrc":""},"executiveSummaryPDF":{"name":"Executive Summary PDF","src":"/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/mgi-the-age-of-analytics-executive-summary.pdf","displayName":"MGI-The-Age-of-Analytics-Executive-summary","title":"The age of analytics: Competing in a data-driven world - Executive summary","keywords":"","description":"","extension":"pdf","mimeType":"application/pdf","size":1237800,"pageCount":"","thumbnailImageSrc":""},"executiveSummaryPDFDisplayName":{"value":""},"researchPreviewPDF":{"name":"Research Preview PDF","src":null,"displayName":null,"title":null,"keywords":null,"description":null,"extension":null,"mimeType":null,"size":null,"pageCount":null,"thumbnailImageSrc":""},"heroImage":{"src":null,"alt":""},"standardImage":{"src":"/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/age-of-analytics-1536x1536-550_standard.jpg","alt":"Age-of-analytics-1536x1536-550_Standard"},"heroImageTopOffset":{"value":"550"},"headerOverlayOpacity":{"targetItem":null},"heroType":{"targetItem":{"displayName":"Existing"}},"photoOverlayOpacity":{"targetItem":null},"hideHero":{"boolValue":false},"renderStackedHeroLayoutForMobile":{"boolValue":false},"articleHeroVideoId":{"value":""},"podcastHeroOmnyAudioID":{"value":""},"heroBespokeInteractiveID":{"value":""},"bespokeHeroRenderMode":{"targetItem":null},"audio":{"results":[]},"disruptor1up":{"results":[{"title":{"value":"Would you like to learn more about the \u003ca href=\"/mgi/overview\"\u003eMcKinsey Global Institute\u003c/a\u003e?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"LinkType":"internal","Title":"","Text":"Visit our Technology \u0026 Innovation page","Url":"/mgi/our-research/technology-and-markets-of-the-future","Target":"","CssClass":"","QueryString":"","Anchor":"","LinkTitle":"Technology \u0026amp; Markets of the Future"}]}},"mediaID":{"value":"Learn more"},"template":{"name":"Disruptor 1Up"}},{"title":{"value":"Big data: The next frontier for innovation, competition, and productivity"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/business functions/mckinsey digital/our insights/big data the next frontier for innovation/bdne11_frth.jpg","alt":"bdne11_frth"},"moreLinks":{"jsonValue":{"value":[{"LinkType":"internal","Title":"","Text":"Read the article","Url":"/capabilities/mckinsey-digital/our-insights/big-data-the-next-frontier-for-innovation","Target":"","CssClass":"","QueryString":"","Anchor":"","LinkTitle":"Big data: The next frontier for innovation, competition, and productivity"}]}},"mediaID":{"value":"Read next"},"template":{"name":"Disruptor 1Up"}},{"mediaID":{"value":"cop"},"title":{"value":"Explore COP29 with McKinsey"},"description":{"value":"Join our series of dynamic virtual events during COP29. Discover new research, practical strategies, and collaborations across sectors to move climate action beyond why to how."},"image":{"src":"/~/media/mckinsey/business functions/sustainability/how we help clients/cop/cop29/cop_29_thumb.jpg","alt":"McKinsey at COP29"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"external","Target":"","Text":"Register","Title":"","Url":"https://mckinsey.cventevents.com/Q2MVE1?rt=RrQJ1iBSfEiqSK7N9VAGCw\u0026RefId=cop"}]}}},{"mediaID":{"value":"attheedge"},"title":{"value":"Subscribe to the \u003cem\u003eAt the Edge\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/at-the-edge/id1612870236"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/3SnUcezwM20nKnzqvUl6iF"}]}}},{"mediaID":{"value":"authortalks"},"title":{"value":"Visit \u003cem\u003e\u003ca href=\"/featured-insights/mckinsey-on-books/author-talks\"\u003eAuthor Talks\u003c/a\u003e\u003c/em\u003e to see the full series."},"description":{"value":""},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey books/author talks/authortalks_1536x1536_v1.png","alt":"Author Talks"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/featured-insights/mckinsey-on-books/author-talks"}]}}},{"mediaID":{"value":"COVID"},"title":{"value":"Explore McKinsey’s ongoing coverage of the pandemic"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/business functions/risk/our insights/covid 19 implications for business/implications-briefing-note-4-standard-1536x1536.jpg","alt":"COVID-19: Implications for business"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Read more about the business impact of coronavirus and how organizations can respond","Title":"","Url":"/featured-insights/coronavirus-leading-through-the-crisis"}]}}},{"mediaID":{"value":"CE"},"title":{"value":"Customer experience"},"description":{"value":"More insight into creating competitive advantage by putting customers first and managing their journeys."},"image":{"src":"/~/media/mckinsey/industries/public and social sector/our insights/customer experience/customer-experience_22934010_1536x864.jpg","alt":"Customer experience"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":""}]}}},{"mediaID":{"value":"driversofdisruption"},"title":{"value":"Want to subscribe to \u003ca href=\"/features/mckinsey-center-for-future-mobility/our-insights/drivers-of-disruption\"\u003e\u003cem\u003eDrivers of Disruption\u003c/em\u003e\u003c/a\u003e?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/drivers-of-disruption/id1687257324"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/5fWXzWmVKacc5I7u9CQsah?si=KQ-wUOSyQlqcnfexExiH9Q\u0026nd=1"}]}}},{"mediaID":{"value":"JOL"},"title":{"value":"The Journey of Leadership"},"description":{"value":"\u003cstrong\u003eHow CEOs Learn to Lead from the Inside Out\u003c/strong\u003e\u003cbr /\u003e\nBy \u003ca href=\"/our-people/dana-maor\"\u003eDana Maor\u003c/a\u003e, \u003ca href=\"https://www.linkedin.com/in/hanswernerkaas\"\u003eHans-Werner Kaas\u003c/a\u003e, \u003ca href=\"/our-people/kurt-strovink\"\u003eKurt Strovink\u003c/a\u003e, and \u003ca href=\"/our-people/ramesh-srinivasan\"\u003eRamesh Srinivasan\u003c/a\u003e"},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey books/journey of leadership/journey-of-leadership-book-cover-1536x1536.jpg","alt":"The Journey of Leadership book cover"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/featured-insights/mckinsey-on-books/journey-of-leadership"}]}}},{"mediaID":{"value":"surveys"},"title":{"value":"McKinsey\u0026rsquo;s original survey research"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey global surveys/mck-global-survey-landing-1284442931-thumb-1536x1536.jpg","alt":"McKinsey Global Surveys"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Read more","Title":"","Url":"/featured-insights/mckinsey-global-surveys"}]}}},{"mediaID":{"value":"healthcarepodcast"},"title":{"value":"Want to subscribe to \u003cem\u003eMcKinsey on Healthcare\u003c/em\u003e?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-healthcare/id1469979748"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/3y1AgAilV4E5Jz0x4wD9O2?si=mLCTUQ2ORTS_LC5gW_htlA\u0026dl_branch=1"}]}}},{"mediaID":{"value":"myleadershipjourney"},"title":{"value":"My Leadership Journey"},"description":{"value":"A series of conversations with leaders about the people and experiences that shaped them"},"image":{"src":"/~/media/mckinsey/business functions/people and organizational performance/our insights/my leadership journey/my leadership journey collection page_131575496_thumb_1536x1536.jpg","alt":"My Leadership Journey"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/capabilities/people-and-organizational-performance/our-insights/my-leadership-journey"}]}}},{"mediaID":{"value":"lessonsfromleaders"},"title":{"value":"State of Organizations: Lessons from leaders"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/business functions/people and organizational performance/our insights/state of org lessons from leaders/soo-chapter-2-872507320-standard-1536x1536.jpg","alt":"\"\""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Explore more interviews","Title":"","Url":"/capabilities/people-and-organizational-performance/our-insights/lessons-from-leaders"}]}}},{"mediaID":{"value":"stateoforg"},"title":{"value":"The State of Organizations 2023"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Report overview","Title":"","Url":"/capabilities/people-and-organizational-performance/our-insights/the-state-of-organizations-2023"}]}}},{"mediaID":{"value":"titaniumeconomy"},"title":{"value":"The Titanium Economy"},"description":{"value":"How Industrial Technology Can Create a Better, Faster, Stronger America\u003cbr /\u003e\nBy \u003ca href=\"/our-people/asutosh-padhi\"\u003eAsutosh Padhi\u003c/a\u003e, Gaurav Batra, and \u003ca href=\"https://fernweh.com/nick-santhanam/\"\u003eNick Santhanam\u003c/a\u003e"},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey books/the titanium economy/titanium_3d-1536x1536-hero-trans.png","alt":"The Titanium Economy Book cover"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/featured-insights/mckinsey-on-books/the-titanium-economy"}]}}},{"mediaID":{"value":"GII"},"title":{"value":"Global Infrastructure Initiative"},"description":{"value":"Convening global leaders in infrastructure and capital projects in pursuit of new solutions"},"image":{"src":"/~/media/mckinsey/business functions/operations/our insights/the global infrastructure initiative/jpg-cpi-improving-construction-productivity-1536x864.jpg","alt":"Improving construction productivity"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"external","Target":"","Text":"Learn more","Title":"","Url":"http://www.globalinfrastructureinitiative.com/"}]}}},{"mediaID":{"value":"FOApodcast"},"title":{"value":"Subscribe to \u003ca href=\"/featured-insights/future-of-asia/future-of-asia-podcasts\"\u003e\u003cem\u003eFuture of Asia Podcasts\u003c/em\u003e\u003c/a\u003e"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/future-of-asia/id1480316959"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/2CZX4AR2DT4hQCFKJG0cCv?si=B20tkrOmQYymuCUhKCQOwA"}]}}},{"mediaID":{"value":"logisticsdisruptors"},"title":{"value":"Logistics Disruptors"},"description":{"value":"Meet the companies shaping how goods will move tomorrow."},"image":{"src":"/~/media/mckinsey/industries/travel logistics and infrastructure/our insights/logistics disruptors/tli-logistics-disruptors-1536x1536.jpeg","alt":"illustration autonomous truck driving off into the future"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/industries/travel-logistics-and-infrastructure/our-insights/logistics-disruptors"}]}}},{"mediaID":{"value":"mckinseyexplainers"},"title":{"value":"Looking for direct answers to other complex questions?"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey explainers/mckinseyexplainers-flat-thumb-1536x1536.jpg","alt":"Circular, white maze filled with white semicircles."},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Explore the full McKinsey Explainers series","Title":"","Url":"/featured-insights/mckinsey-explainers"}]}}},{"mediaID":{"value":"livesandlegacies"},"title":{"value":"\u003cem\u003e\u003ca href=\"/featured-insights/mckinsey-on-lives-and-legacies\"\u003eMcKinsey on Lives \u0026amp; Legacies\u003c/a\u003e\u003c/em\u003e"},"description":{"value":"Highlighting the lasting impact of leaders and executives"},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey on lives and legacies/lives-and-legacies-landing-page-thumb-1536x1536.jpg","alt":"McKinsey on Lives \u0026 Legacies"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Explore previous obituaries","Title":"","Url":"/featured-insights/mckinsey-on-lives-and-legacies"}]}}},{"mediaID":{"value":"Strategy"},"title":{"value":"Strategy in a digital age"},"description":{"value":"Our series on developing corporate and business-unit strategies in a digitally disrupted world."},"image":{"src":"/~/media/mckinsey/business functions/mckinsey digital/our insights/strategy in a digital age/digital-strategy_1536x864_flexpromoimage.jpg","alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"View the collection","Title":"","Url":"/featured-insights/strategy-in-a-digital-age"}]}}},{"mediaID":{"value":"great"},"title":{"value":"The great re-make: Manufacturing for modern times"},"description":{"value":"This 21-article compendium gives practical insights for manufacturing leaders looking to keep a step ahead of today\u0026rsquo;s disruptions."},"image":{"src":"/~/media/mckinsey/business functions/operations/our insights/the great remake manufacturing for modern times/jpg-ops-dm-compendium-cover-1536x864.jpg","alt":"The great re-make: Manufacturing for modern times"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"View the collection","Title":"","Url":"/capabilities/operations/our-insights/the-great-re-make-manufacturing-for-modern-times-compendium"}]}}},{"mediaID":{"value":"futureofamerica"},"title":{"value":"Subscribe to the \u003cem\u003eFuture of America\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/future-of-america/id1616517376"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/0FpeyjojJTKf2hVtQ3otah"}]}}},{"mediaID":{"value":"governmentpodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey on Government\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-government/id1573645359"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/61XsO4B2ersroMft8t3KSq"}]}}},{"mediaID":{"value":"podcast"},"title":{"value":"Want to subscribe to the McKinsey Podcast?\n"},"description":{"value":"\u003cdiv class=\"cta-container -align-horizontal\"\u003e\n \u003ca href=\"#\" class=\"btn btn-fill\"\u003eGoogle Play\u003c/a\u003e\n \u003ca href=\"#\" class=\"btn btn-fill\"\u003eiTunes\u003c/a\u003e\n \u003ca href=\"#\" class=\"btn btn-fill\"\u003eStitcher\u003c/a\u003e\n \u003ca href=\"#\" class=\"btn mck-rss-icon\"\u003eRSS\u003c/a\u003e\n\u003c/div\u003e"},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[]}}},{"mediaID":{"value":"operationspodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey Talks Operations\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-talks-operations/id1598128813"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/7LYQS2fxAoBmC3LgFNJbi8"}]}}},{"mediaID":{"value":"energyinsights"},"title":{"value":"Speak to an expert about our upstream capabilities"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/industries/oil and gas/how we help clients/energy insights/newsletter-signup-promo-bar-1536x768.jpg","alt":"EI newsletter sign up"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Contact us","Title":"","Url":"/industries/oil-and-gas/how-we-help-clients/energy-solutions/contact-us"}]}}},{"mediaID":{"value":"buildingproductspodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey on Building Products\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-building-product/id1735607317"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/79pncGJtBtzz7pFoR6OiH8"},{"CssClass":"","LinkType":"internal","Target":"","Text":"Listen to previous episodes","Title":"","Url":"/capabilities/people-and-organizational-performance/how-we-help-clients/mckinsey-academy/product-academy/mckinsey-on-building-product"}]}}},{"mediaID":{"value":"talentpodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey Talks Talent\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-talks-talent/id1491112396"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/5sW4eHEFMbOvAFJjMfN9a6"}]}}},{"mediaID":{"value":"outlook"},"title":{"value":"A longer, more comprehensive version of our Global Oil Supply \u0026 Demand Outlook is available for purchase upon request.\n"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Contact us","Title":"","Url":"/industries/oil-and-gas/how-we-help-clients/energy-solutions/contact-us"}]}}},{"mediaID":{"value":"talentpodcast2"},"title":{"value":"McKinsey Talks Talent Podcast"},"description":{"value":"Bryan Hancock, Brooke Weddle, and other talent experts help you navigate a fast-changing landscape and prepare for the future of work by making talent a competitive advantage."},"image":{"src":"/~/media/mckinsey/business functions/people and organizational performance/mckinsey talks talent/mck-mtt-disruptor-full-1536x864-smoke-may-2021.jpg","alt":"McKinsey Talks Talent"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"See more episodes","Title":"","Url":"/capabilities/people-and-organizational-performance/mckinsey-talks-talent-podcast"}]}}},{"mediaID":{"value":"investing"},"title":{"value":"Subscribe to McKinsey on Investing"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/industries/private-capital/our-insights/mckinsey-on-investing-issue-1/contact"}]}}},{"mediaID":{"value":"women matter"},"title":{"value":"Subscribe to McKinsey \u003cem\u003eWomen Matter Canada\u003c/em\u003e"},"description":{"value":"Please subscribe if your organization is interested in learning about participating in future research."},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":""}]}}},{"mediaID":{"value":"customs"},"title":{"value":"This article was written as part of a larger research effort to identify opportunities for improvement and innovation at customs agencies globally."},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/industries/public-sector/our-insights/contact"}]}}},{"mediaID":{"value":"tech"},"title":{"value":"\u003cspan class=\"disrupt-ab\"\u003eCreating value beyond the hype\u003c/span\u003e"},"description":{"value":"Let\u0026rsquo;s deliver on the promise of technology from strategy to scale."},"image":{"src":"/~/media/mckinsey/business functions/mckinsey digital/how we help clients/2024/never-just-tech_thumb_1536x1536.jpg","alt":"Never just tech"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"external","Target":"","Text":"Get started","Title":"","Url":"https://www.mckinsey.com/capabilities/mckinsey-digital/how-we-help-clients?cid=njt-ste-crk-mbm-mbm--2403-promo01-njt-bam-web"}]}}},{"mediaID":{"value":"sust"},"title":{"value":"\u003cspan class=\"disrupt-ab\"\u003eMove from plans to progress.\u003c/span\u003e"},"description":{"value":"Sustainability matters. Together we’ll make it real."},"image":{"src":"/~/media/mckinsey/business functions/sustainability/how we help clients/sustainability-campaign_promo-thumb_1536x1536.jpg","alt":"Move from plans to progress."},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"external","Target":"","Text":"Get started","Title":"","Url":"https://www.mckinsey.com/capabilities/sustainability/how-we-help-clients/?cid=susti24-ste-crk-mbm-m01-other-glb-web"}]}}},{"mediaID":{"value":"nwowpodcast"},"title":{"value":"Subscribe to the New World of Work podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://itunes.apple.com/us/podcast/the-new-world-of-work/id1319502839?mt=2"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/3S6fHLW6mcbDJDp1wkArKI"}]}}},{"mediaID":{"value":"globalpodcast"},"title":{"value":"Want to subscribe to \u003cem\u003eThe McKinsey Podcast\u003c/em\u003e?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://itunes.apple.com/us/podcast/the-mckinsey-podcast/id285260960?mt=2"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/4dyjRTP9xzEUPgleo6XjXI"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"YouTube","Title":"","Url":"https://www.youtube.com/@McKinsey/podcasts"},{"CssClass":"","LinkType":"internal","Target":"","Text":"Listen to previous episodes","Title":"","Url":"/featured-insights/mckinsey-podcast"}]}}},{"mediaID":{"value":"Qaudio"},"title":{"value":"Discover and subscribe to McKinsey Quarterly Audio"},"description":{"value":"\u003cstrong\u003eFive ways to subscribe:\u003c/strong\u003e"},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://itunes.apple.com/us/podcast/mckinsey-quarterly-audio/id1437925222?mt=2"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/5mb2zYJnrPcRrML8gx5doD"}]}}},{"mediaID":{"value":"shortlist"},"title":{"value":"Subscribe to the Shortlist"},"description":{"value":"McKinsey\u0026rsquo;s new weekly newsletter, featuring must-read content on a range of topics, every Friday"},"image":{"src":"/~/media/mckinsey/email/shortlist/template/shortlist_promo-interrupter-849120982_1536x1536.jpg","alt":"the Shortlist"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Get the Shortlist in your inbox","Title":"","Url":"/user-registration/manage-account/edit-subscriptions"}]}}},{"mediaID":{"value":"retailpodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey on Consumer and Retail\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-consumer-and-retail/id1526250428"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/41D4bro8PPDOGhEgOEJyHB?si=7l3SeYCZQD-7v3toqd9fHQ"}]}}},{"mediaID":{"value":"insurancepodcast"},"title":{"value":"Want to subscribe to the \u003cem\u003eMcKinsey on Insurance\u003c/em\u003e podcast?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-insurance/id1533196359"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/5gZ6YKF7n7C9zWaER4mFZ5"}]}}},{"mediaID":{"value":"strategypodcast"},"title":{"value":"Subscribe to the \u003cem\u003eInside the Strategy Room\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://itunes.apple.com/us/podcast/inside-the-strategy-room/id1422814215?mt=2"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/4TcFfiQ0e6OYuc5kRDLxqj"}]}}},{"mediaID":{"value":"mgipodcast"},"title":{"value":"Subscribe to the \u003cem\u003eForward Thinking\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/forward-thinking/id1319502839"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/3S6fHLW6mcbDJDp1wkArKI?si=0zvPmiCsQ7SBAPanfpY4aA\u0026nd=1"},{"CssClass":"","LinkType":"internal","Target":"","Text":"Listen to previous episodes","Title":"","Url":"/mgi/forward-thinking"}]}}}]},"globalDisruptors":{"disruptor1up":{"results":[{"mediaID":{"value":"cop"},"title":{"value":"Explore COP29 with McKinsey"},"description":{"value":"Join our series of dynamic virtual events during COP29. Discover new research, practical strategies, and collaborations across sectors to move climate action beyond why to how."},"image":{"src":"/~/media/mckinsey/business functions/sustainability/how we help clients/cop/cop29/cop_29_thumb.jpg","alt":"McKinsey at COP29"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"external","Target":"","Text":"Register","Title":"","Url":"https://mckinsey.cventevents.com/Q2MVE1?rt=RrQJ1iBSfEiqSK7N9VAGCw\u0026RefId=cop"}]}}},{"mediaID":{"value":"attheedge"},"title":{"value":"Subscribe to the \u003cem\u003eAt the Edge\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/at-the-edge/id1612870236"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/3SnUcezwM20nKnzqvUl6iF"}]}}},{"mediaID":{"value":"authortalks"},"title":{"value":"Visit \u003cem\u003e\u003ca href=\"/featured-insights/mckinsey-on-books/author-talks\"\u003eAuthor Talks\u003c/a\u003e\u003c/em\u003e to see the full series."},"description":{"value":""},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey books/author talks/authortalks_1536x1536_v1.png","alt":"Author Talks"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/featured-insights/mckinsey-on-books/author-talks"}]}}},{"mediaID":{"value":"COVID"},"title":{"value":"Explore McKinsey’s ongoing coverage of the pandemic"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/business functions/risk/our insights/covid 19 implications for business/implications-briefing-note-4-standard-1536x1536.jpg","alt":"COVID-19: Implications for business"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Read more about the business impact of coronavirus and how organizations can respond","Title":"","Url":"/featured-insights/coronavirus-leading-through-the-crisis"}]}}},{"mediaID":{"value":"CE"},"title":{"value":"Customer experience"},"description":{"value":"More insight into creating competitive advantage by putting customers first and managing their journeys."},"image":{"src":"/~/media/mckinsey/industries/public and social sector/our insights/customer experience/customer-experience_22934010_1536x864.jpg","alt":"Customer experience"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":""}]}}},{"mediaID":{"value":"driversofdisruption"},"title":{"value":"Want to subscribe to \u003ca href=\"/features/mckinsey-center-for-future-mobility/our-insights/drivers-of-disruption\"\u003e\u003cem\u003eDrivers of Disruption\u003c/em\u003e\u003c/a\u003e?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/drivers-of-disruption/id1687257324"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/5fWXzWmVKacc5I7u9CQsah?si=KQ-wUOSyQlqcnfexExiH9Q\u0026nd=1"}]}}},{"mediaID":{"value":"JOL"},"title":{"value":"The Journey of Leadership"},"description":{"value":"\u003cstrong\u003eHow CEOs Learn to Lead from the Inside Out\u003c/strong\u003e\u003cbr /\u003e\nBy \u003ca href=\"/our-people/dana-maor\"\u003eDana Maor\u003c/a\u003e, \u003ca href=\"https://www.linkedin.com/in/hanswernerkaas\"\u003eHans-Werner Kaas\u003c/a\u003e, \u003ca href=\"/our-people/kurt-strovink\"\u003eKurt Strovink\u003c/a\u003e, and \u003ca href=\"/our-people/ramesh-srinivasan\"\u003eRamesh Srinivasan\u003c/a\u003e"},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey books/journey of leadership/journey-of-leadership-book-cover-1536x1536.jpg","alt":"The Journey of Leadership book cover"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/featured-insights/mckinsey-on-books/journey-of-leadership"}]}}},{"mediaID":{"value":"surveys"},"title":{"value":"McKinsey\u0026rsquo;s original survey research"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey global surveys/mck-global-survey-landing-1284442931-thumb-1536x1536.jpg","alt":"McKinsey Global Surveys"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Read more","Title":"","Url":"/featured-insights/mckinsey-global-surveys"}]}}},{"mediaID":{"value":"healthcarepodcast"},"title":{"value":"Want to subscribe to \u003cem\u003eMcKinsey on Healthcare\u003c/em\u003e?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-healthcare/id1469979748"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/3y1AgAilV4E5Jz0x4wD9O2?si=mLCTUQ2ORTS_LC5gW_htlA\u0026dl_branch=1"}]}}},{"mediaID":{"value":"myleadershipjourney"},"title":{"value":"My Leadership Journey"},"description":{"value":"A series of conversations with leaders about the people and experiences that shaped them"},"image":{"src":"/~/media/mckinsey/business functions/people and organizational performance/our insights/my leadership journey/my leadership journey collection page_131575496_thumb_1536x1536.jpg","alt":"My Leadership Journey"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/capabilities/people-and-organizational-performance/our-insights/my-leadership-journey"}]}}},{"mediaID":{"value":"lessonsfromleaders"},"title":{"value":"State of Organizations: Lessons from leaders"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/business functions/people and organizational performance/our insights/state of org lessons from leaders/soo-chapter-2-872507320-standard-1536x1536.jpg","alt":"\"\""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Explore more interviews","Title":"","Url":"/capabilities/people-and-organizational-performance/our-insights/lessons-from-leaders"}]}}},{"mediaID":{"value":"stateoforg"},"title":{"value":"The State of Organizations 2023"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Report overview","Title":"","Url":"/capabilities/people-and-organizational-performance/our-insights/the-state-of-organizations-2023"}]}}},{"mediaID":{"value":"titaniumeconomy"},"title":{"value":"The Titanium Economy"},"description":{"value":"How Industrial Technology Can Create a Better, Faster, Stronger America\u003cbr /\u003e\nBy \u003ca href=\"/our-people/asutosh-padhi\"\u003eAsutosh Padhi\u003c/a\u003e, Gaurav Batra, and \u003ca href=\"https://fernweh.com/nick-santhanam/\"\u003eNick Santhanam\u003c/a\u003e"},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey books/the titanium economy/titanium_3d-1536x1536-hero-trans.png","alt":"The Titanium Economy Book cover"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/featured-insights/mckinsey-on-books/the-titanium-economy"}]}}},{"mediaID":{"value":"GII"},"title":{"value":"Global Infrastructure Initiative"},"description":{"value":"Convening global leaders in infrastructure and capital projects in pursuit of new solutions"},"image":{"src":"/~/media/mckinsey/business functions/operations/our insights/the global infrastructure initiative/jpg-cpi-improving-construction-productivity-1536x864.jpg","alt":"Improving construction productivity"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"external","Target":"","Text":"Learn more","Title":"","Url":"http://www.globalinfrastructureinitiative.com/"}]}}},{"mediaID":{"value":"FOApodcast"},"title":{"value":"Subscribe to \u003ca href=\"/featured-insights/future-of-asia/future-of-asia-podcasts\"\u003e\u003cem\u003eFuture of Asia Podcasts\u003c/em\u003e\u003c/a\u003e"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/future-of-asia/id1480316959"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/2CZX4AR2DT4hQCFKJG0cCv?si=B20tkrOmQYymuCUhKCQOwA"}]}}},{"mediaID":{"value":"logisticsdisruptors"},"title":{"value":"Logistics Disruptors"},"description":{"value":"Meet the companies shaping how goods will move tomorrow."},"image":{"src":"/~/media/mckinsey/industries/travel logistics and infrastructure/our insights/logistics disruptors/tli-logistics-disruptors-1536x1536.jpeg","alt":"illustration autonomous truck driving off into the future"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/industries/travel-logistics-and-infrastructure/our-insights/logistics-disruptors"}]}}},{"mediaID":{"value":"mckinseyexplainers"},"title":{"value":"Looking for direct answers to other complex questions?"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey explainers/mckinseyexplainers-flat-thumb-1536x1536.jpg","alt":"Circular, white maze filled with white semicircles."},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Explore the full McKinsey Explainers series","Title":"","Url":"/featured-insights/mckinsey-explainers"}]}}},{"mediaID":{"value":"livesandlegacies"},"title":{"value":"\u003cem\u003e\u003ca href=\"/featured-insights/mckinsey-on-lives-and-legacies\"\u003eMcKinsey on Lives \u0026amp; Legacies\u003c/a\u003e\u003c/em\u003e"},"description":{"value":"Highlighting the lasting impact of leaders and executives"},"image":{"src":"/~/media/mckinsey/featured insights/mckinsey on lives and legacies/lives-and-legacies-landing-page-thumb-1536x1536.jpg","alt":"McKinsey on Lives \u0026 Legacies"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Explore previous obituaries","Title":"","Url":"/featured-insights/mckinsey-on-lives-and-legacies"}]}}},{"mediaID":{"value":"Strategy"},"title":{"value":"Strategy in a digital age"},"description":{"value":"Our series on developing corporate and business-unit strategies in a digitally disrupted world."},"image":{"src":"/~/media/mckinsey/business functions/mckinsey digital/our insights/strategy in a digital age/digital-strategy_1536x864_flexpromoimage.jpg","alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"View the collection","Title":"","Url":"/featured-insights/strategy-in-a-digital-age"}]}}},{"mediaID":{"value":"great"},"title":{"value":"The great re-make: Manufacturing for modern times"},"description":{"value":"This 21-article compendium gives practical insights for manufacturing leaders looking to keep a step ahead of today\u0026rsquo;s disruptions."},"image":{"src":"/~/media/mckinsey/business functions/operations/our insights/the great remake manufacturing for modern times/jpg-ops-dm-compendium-cover-1536x864.jpg","alt":"The great re-make: Manufacturing for modern times"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"View the collection","Title":"","Url":"/capabilities/operations/our-insights/the-great-re-make-manufacturing-for-modern-times-compendium"}]}}},{"mediaID":{"value":"futureofamerica"},"title":{"value":"Subscribe to the \u003cem\u003eFuture of America\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/future-of-america/id1616517376"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/0FpeyjojJTKf2hVtQ3otah"}]}}},{"mediaID":{"value":"governmentpodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey on Government\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-government/id1573645359"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/61XsO4B2ersroMft8t3KSq"}]}}},{"mediaID":{"value":"podcast"},"title":{"value":"Want to subscribe to the McKinsey Podcast?\n"},"description":{"value":"\u003cdiv class=\"cta-container -align-horizontal\"\u003e\n \u003ca href=\"#\" class=\"btn btn-fill\"\u003eGoogle Play\u003c/a\u003e\n \u003ca href=\"#\" class=\"btn btn-fill\"\u003eiTunes\u003c/a\u003e\n \u003ca href=\"#\" class=\"btn btn-fill\"\u003eStitcher\u003c/a\u003e\n \u003ca href=\"#\" class=\"btn mck-rss-icon\"\u003eRSS\u003c/a\u003e\n\u003c/div\u003e"},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[]}}},{"mediaID":{"value":"operationspodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey Talks Operations\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-talks-operations/id1598128813"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/7LYQS2fxAoBmC3LgFNJbi8"}]}}},{"mediaID":{"value":"energyinsights"},"title":{"value":"Speak to an expert about our upstream capabilities"},"description":{"value":""},"image":{"src":"/~/media/mckinsey/industries/oil and gas/how we help clients/energy insights/newsletter-signup-promo-bar-1536x768.jpg","alt":"EI newsletter sign up"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Contact us","Title":"","Url":"/industries/oil-and-gas/how-we-help-clients/energy-solutions/contact-us"}]}}},{"mediaID":{"value":"buildingproductspodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey on Building Products\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-building-product/id1735607317"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/79pncGJtBtzz7pFoR6OiH8"},{"CssClass":"","LinkType":"internal","Target":"","Text":"Listen to previous episodes","Title":"","Url":"/capabilities/people-and-organizational-performance/how-we-help-clients/mckinsey-academy/product-academy/mckinsey-on-building-product"}]}}},{"mediaID":{"value":"talentpodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey Talks Talent\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-talks-talent/id1491112396"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/5sW4eHEFMbOvAFJjMfN9a6"}]}}},{"mediaID":{"value":"outlook"},"title":{"value":"A longer, more comprehensive version of our Global Oil Supply \u0026 Demand Outlook is available for purchase upon request.\n"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Contact us","Title":"","Url":"/industries/oil-and-gas/how-we-help-clients/energy-solutions/contact-us"}]}}},{"mediaID":{"value":"talentpodcast2"},"title":{"value":"McKinsey Talks Talent Podcast"},"description":{"value":"Bryan Hancock, Brooke Weddle, and other talent experts help you navigate a fast-changing landscape and prepare for the future of work by making talent a competitive advantage."},"image":{"src":"/~/media/mckinsey/business functions/people and organizational performance/mckinsey talks talent/mck-mtt-disruptor-full-1536x864-smoke-may-2021.jpg","alt":"McKinsey Talks Talent"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"See more episodes","Title":"","Url":"/capabilities/people-and-organizational-performance/mckinsey-talks-talent-podcast"}]}}},{"mediaID":{"value":"investing"},"title":{"value":"Subscribe to McKinsey on Investing"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/industries/private-capital/our-insights/mckinsey-on-investing-issue-1/contact"}]}}},{"mediaID":{"value":"women matter"},"title":{"value":"Subscribe to McKinsey \u003cem\u003eWomen Matter Canada\u003c/em\u003e"},"description":{"value":"Please subscribe if your organization is interested in learning about participating in future research."},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":""}]}}},{"mediaID":{"value":"customs"},"title":{"value":"This article was written as part of a larger research effort to identify opportunities for improvement and innovation at customs agencies globally."},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"internal","Target":"","Text":"Learn more","Title":"","Url":"/industries/public-sector/our-insights/contact"}]}}},{"mediaID":{"value":"tech"},"title":{"value":"\u003cspan class=\"disrupt-ab\"\u003eCreating value beyond the hype\u003c/span\u003e"},"description":{"value":"Let\u0026rsquo;s deliver on the promise of technology from strategy to scale."},"image":{"src":"/~/media/mckinsey/business functions/mckinsey digital/how we help clients/2024/never-just-tech_thumb_1536x1536.jpg","alt":"Never just tech"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"external","Target":"","Text":"Get started","Title":"","Url":"https://www.mckinsey.com/capabilities/mckinsey-digital/how-we-help-clients?cid=njt-ste-crk-mbm-mbm--2403-promo01-njt-bam-web"}]}}},{"mediaID":{"value":"sust"},"title":{"value":"\u003cspan class=\"disrupt-ab\"\u003eMove from plans to progress.\u003c/span\u003e"},"description":{"value":"Sustainability matters. Together we’ll make it real."},"image":{"src":"/~/media/mckinsey/business functions/sustainability/how we help clients/sustainability-campaign_promo-thumb_1536x1536.jpg","alt":"Move from plans to progress."},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"external","Target":"","Text":"Get started","Title":"","Url":"https://www.mckinsey.com/capabilities/sustainability/how-we-help-clients/?cid=susti24-ste-crk-mbm-m01-other-glb-web"}]}}},{"mediaID":{"value":"nwowpodcast"},"title":{"value":"Subscribe to the New World of Work podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://itunes.apple.com/us/podcast/the-new-world-of-work/id1319502839?mt=2"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/3S6fHLW6mcbDJDp1wkArKI"}]}}},{"mediaID":{"value":"globalpodcast"},"title":{"value":"Want to subscribe to \u003cem\u003eThe McKinsey Podcast\u003c/em\u003e?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://itunes.apple.com/us/podcast/the-mckinsey-podcast/id285260960?mt=2"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/4dyjRTP9xzEUPgleo6XjXI"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"YouTube","Title":"","Url":"https://www.youtube.com/@McKinsey/podcasts"},{"CssClass":"","LinkType":"internal","Target":"","Text":"Listen to previous episodes","Title":"","Url":"/featured-insights/mckinsey-podcast"}]}}},{"mediaID":{"value":"Qaudio"},"title":{"value":"Discover and subscribe to McKinsey Quarterly Audio"},"description":{"value":"\u003cstrong\u003eFive ways to subscribe:\u003c/strong\u003e"},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://itunes.apple.com/us/podcast/mckinsey-quarterly-audio/id1437925222?mt=2"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/5mb2zYJnrPcRrML8gx5doD"}]}}},{"mediaID":{"value":"shortlist"},"title":{"value":"Subscribe to the Shortlist"},"description":{"value":"McKinsey\u0026rsquo;s new weekly newsletter, featuring must-read content on a range of topics, every Friday"},"image":{"src":"/~/media/mckinsey/email/shortlist/template/shortlist_promo-interrupter-849120982_1536x1536.jpg","alt":"the Shortlist"},"moreLinks":{"jsonValue":{"value":[{"CssClass":"","LinkType":"internal","Target":"","Text":"Get the Shortlist in your inbox","Title":"","Url":"/user-registration/manage-account/edit-subscriptions"}]}}},{"mediaID":{"value":"retailpodcast"},"title":{"value":"Subscribe to the \u003cem\u003eMcKinsey on Consumer and Retail\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-consumer-and-retail/id1526250428"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/41D4bro8PPDOGhEgOEJyHB?si=7l3SeYCZQD-7v3toqd9fHQ"}]}}},{"mediaID":{"value":"insurancepodcast"},"title":{"value":"Want to subscribe to the \u003cem\u003eMcKinsey on Insurance\u003c/em\u003e podcast?"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/mckinsey-on-insurance/id1533196359"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/5gZ6YKF7n7C9zWaER4mFZ5"}]}}},{"mediaID":{"value":"strategypodcast"},"title":{"value":"Subscribe to the \u003cem\u003eInside the Strategy Room\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://itunes.apple.com/us/podcast/inside-the-strategy-room/id1422814215?mt=2"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/4TcFfiQ0e6OYuc5kRDLxqj"}]}}},{"mediaID":{"value":"mgipodcast"},"title":{"value":"Subscribe to the \u003cem\u003eForward Thinking\u003c/em\u003e podcast"},"description":{"value":""},"image":{"src":null,"alt":""},"moreLinks":{"jsonValue":{"value":[{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Apple Podcasts","Title":"","Url":"https://podcasts.apple.com/us/podcast/forward-thinking/id1319502839"},{"CssClass":"btn btn-fill","LinkType":"external","Target":"_blank","Text":"Spotify","Title":"","Url":"https://open.spotify.com/show/3S6fHLW6mcbDJDp1wkArKI?si=0zvPmiCsQ7SBAPanfpY4aA\u0026nd=1"},{"CssClass":"","LinkType":"internal","Target":"","Text":"Listen to previous episodes","Title":"","Url":"/mgi/forward-thinking"}]}}}]},"disruptorsignup":{"results":[{"mediaID":{"value":"full-width"},"renderMode":{"targetItem":{"key":{"value":"fullwidth"},"value":{"value":"Full Width"}}},"callToAction":{"url":"/user-registration/register-mvc","text":"Subscribe"},"title":{"jsonValue":{"value":"Stay current on your favorite topics"}}},{"mediaID":{"value":"left"},"renderMode":{"targetItem":{"key":{"value":"left"},"value":{"value":"Left"}}},"callToAction":{"url":"/user-registration/register-mvc","text":"Subscribe"},"title":{"jsonValue":{"value":"Stay current on your favorite topics"}}}]}},"ceros":{"results":[]},"exhibit":{"results":[{"id":"35CEF61503CB464C8631DFF3E3029D56","displayName":"Exhibit 1","mediaID":{"value":"1"},"includeTheAccessibilityDisclaimerText":{"boolValue":true},"headline":{"jsonValue":{"value":""}},"hideBottomBorder":{"boolValue":false},"hideEyebrow":{"boolValue":false},"eyebrow":{"jsonValue":{"value":""}},"displayNumber":{"value":""},"description":{"jsonValue":{"value":""}},"desktopImage":{"alt":"Progress in capturing value from data and analytics has been uneven.","src":"/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/svgz-big-data-analytics-ex1.svgz","description":""},"mobileImage":{"alt":"","src":null},"renderMode":{"targetItem":{"key":{"value":"Medium content column width"},"value":{"value":"medium"}}},"flourishDataVisualizationID":{"value":""},"pNGImage":{"src":"/~/media/mckinsey/industries/public and social sector/our insights/the age of analytics competing in a data driven world/png-big-data-analytics-ex1.png","alt":"Progress in capturing value from data and analytics has been uneven."},"height":{"value":"1958"},"width":{"value":"1536"},"mobileSVGImage":{"src":null,"alt":""},"mobilePNGImage":{"src":null,"alt":""}}]},"image":{"results":[]},"exhibitcarousel":{"results":[]},"pullquote":{"results":[]},"disruptorsignup":{"results":[{"mediaID":{"value":"full-width"},"renderMode":{"targetItem":{"key":{"value":"fullwidth"},"value":{"value":"Full Width"}}},"callToAction":{"url":"/user-registration/register-mvc","text":"Subscribe"},"title":{"jsonValue":{"value":"Stay current on your favorite topics"}}},{"mediaID":{"value":"left"},"renderMode":{"targetItem":{"key":{"value":"left"},"value":{"value":"Left"}}},"callToAction":{"url":"/user-registration/register-mvc","text":"Subscribe"},"title":{"jsonValue":{"value":"Stay current on your favorite topics"}}}]},"articlesidebar":{"results":[]},"boxout":{"results":[]},"globalsidebar":{"results":[]},"video":{"results":[{"template":{"name":"Video"},"mediaID":{"value":"analytics"},"videoID":{"value":"5238977015001"},"headline":{"value":"The age of analytics"},"description":{"value":"Big data continues to grow; if anything, earlier estimates understated its potential."},"mediaEyebrow":{"value":""},"displayNumber":{"value":""},"hideMediaEyebrow":{"boolValue":false},"displayMode":{"targetItem":{"key":{"value":"Collapsed"},"value":{"value":"Collapsed"}}}}]},"scrollycontainer":{"results":[]},"bespokeinteractive":{"results":[]},"storycontainer":{"results":[]},"interactive":{"results":[]},"sectionheader":{"results":[]},"statementdisruptor":{"results":[]},"fullbleedphoto":{"results":[]},"tocitem":{"results":[]},"quizcontainer":{"results":[]},"generalup":{"results":[]},"twoupmedium":{"results":[]},"accordion":{"results":[]},"factoid":{"results":[]},"promobarwithquote":{"results":[]},"oneupmedium":{"results":[]},"oneupmediumquote":{"results":[]},"gridwall":{"results":[]},"twoupsmall":{"results":[]},"oneclicksubscribe":{"results":[]},"promobar":{"results":[]},"promobanner":{"results":[]},"sectionhero":{"results":[]},"threeuplinklist":{"results":[]},"table":{"results":[]},"explainertooltip":{"results":[]},"isFiveFiftyHorizontalArticle":{"boolValue":false},"fiveFifty":{"results":[]}},"contextItem":{"ancestors":[{"breadCrumbUrl":{"path":"/capabilities/quantumblack/our-insights"},"breadCrumbTitle":{"value":"Insights on Artificial Intelligence"},"isMiniSite":{"boolValue":false},"displayName":"Insights on Artificial Intelligence","template":{"id":"85FF05307883480F9A4C82123F72FFD8"}},{"breadCrumbUrl":{"path":"/capabilities/quantumblack"},"breadCrumbTitle":{"value":"QuantumBlack"},"isMiniSite":{"boolValue":true},"displayName":"QuantumBlack","template":{"id":"85FF05307883480F9A4C82123F72FFD8"}},{"breadCrumbUrl":{"path":"/capabilities"},"breadCrumbTitle":{"value":"Capabilities"},"isMiniSite":{"boolValue":false},"displayName":"Capabilities","template":{"id":"85FF05307883480F9A4C82123F72FFD8"}},{"breadCrumbUrl":{"path":"/"},"breadCrumbTitle":{"value":""},"isMiniSite":{"boolValue":false},"displayName":"Home","template":{"id":"85FF05307883480F9A4C82123F72FFD8"}}]}}},"placeholders":{"main-area":[],"sidebar-area":[]}}]}},"itemId":"3be6cfe8-f5ca-46a2-b8a3-1c3766d7e33c","pageEditing":false,"site":{"name":"website"},"pageState":"normal","language":"en","pageMetaData":{"alternateLanguages":[{"languageCode":"en","displayName":"English","url":"/capabilities/quantumblack/our-insights/the-age-of-analytics-competing-in-a-data-driven-world"}],"currentLanguage":"en","navigationLink":"capabilities","activeItemId":"{099F8C41-3439-467C-A052-38DA8EDCBC32}","miniSiteId":"{CA4B9135-08B9-4418-B2DB-B5A39DF4E0F1}","officeCode":"","officeDisplayName":"","subscriptionPracticeData":null,"isAlaisedPage":false,"originalHostName":"www.mckinsey.com","updatedDate":"2023-02-04T05:36:17Z","createdDate":"2016-12-06T16:48:36Z","practice":{"isDefaultPractice":false,"name":"Artificial Intelligence","code":"N38","stickyTitle":"Sign up for emails on new Artificial Intelligence articles","stickySubtitle":"Never miss an insight. We'll email you when new articles are published on this topic.","previewLink":"","previewLinkLabel":"Preview","description":null,"descriptionText":"Get the latest articles on this topic delivered to your inbox","frequency":"Alert","regFormTitle":null},"url":"/capabilities/quantumblack/our-insights/the-age-of-analytics-competing-in-a-data-driven-world","isCareersPage":false,"officePath":"","hideAppPromo":false,"itemInfo":{"id":"3be6cfe8-f5ca-46a2-b8a3-1c3766d7e33c","fullPath":"/sitecore/content/McKinsey/Home/Capabilities/QuantumBlack/Our Insights/The age of analytics Competing in a data driven world","templateName":"ArticleJSS","templateID":"683910db-02ba-40ba-92e7-726c880160a9"}},"defaultSettings":{"McKinsey Quarterly":"\u003cem\u003eMcKinsey Quarterly\u003c/em\u003e","FacebookCID":"soc-web","LinkedInCID":"soc-web","TwitterCID":"soc-web","Home Page SEO Details":{"Description":"McKinsey \u0026 Company is the trusted advisor and counselor to many of the world's most influential businesses and institutions.","Image_Url":"/~/media/images/global/seoimageplaceholder.jpg","Image_Alt":""}},"alumniDatalayerChunk":"static/chunks/alumnidatalayer.325ebb6069c1d69e.js"},"componentProps":{},"notFound":false,"noAccess":false},"__N_PREVIEW":true,"__N_SSP":true},"page":"/[[...path]]","query":{"timestamp":"1732259000503","path":["capabilities","quantumblack","our-insights","the-age-of-analytics-competing-in-a-data-driven-world","pt-pt"]},"buildId":"9vYT_fWQKRjfPT7lAZJdB","runtimeConfig":{"CONFIG_ENV":"production","CURRENT_ENV":"production","PUBLIC_URL":"https://www.mckinsey.com","PUBLIC_CMS_URL":"https://cms-prod.mckinsey.com","RECAPTCHA_V3_KEY":"6LdC5twSAAAAAF0dePIbY_ckeF05mKdYYJXn7uTg","INVISIBLE_RECAPTCHA_KEY":"6LcWCs0UAAAAAEik2NaGkfGH8mGHo1ThxIt-qUoE","USER_SERVICE_API_HOST":"https://prd-api.mckinsey.com","MOBILE_SERVICES_HOST":"https://mobileservices.mckinsey.com","SEARCH_SERVICE_API_HOST":"https://mckapi.mckinsey.com","OT_DATA_DOMAIN_SCRIPT_COM":"915b5091-0d7e-44d2-a8c4-cf08267e52fe","OT_DATA_DOMAIN_SCRIPT_DE":"13f50396-9d33-4d95-ba3e-1f108fa91009","OT_DATA_DOMAIN_SCRIPT_BR":"679eae24-1d5c-4f33-8aae-b35aa8269966","ADOBE_LAUNCH":"a400cfbb2fd3","BCOV_POLICY":"BCpkADawqM3Xn1B8iTmHawNytUSk0kXaQKMSM51CBVsYKHfwlRhZimTJqbOOq0NuyxTKQnvb4V9myMVRjwGkyGtJQO2HrUPOJHcsgkpbB-jyHwswonskf6XnZaF0TyyKkAQgbymSMtudeD9CLk-xCpqAzTaNUm7a3M3QKLN4pdLRNJ9_HbVMWzNpiUr5ezAVdMciDMwsD-gxNl43d7bfVP3wRhTNWbWUYn3WK7-Oz2gbxV6mMTm0jJU3SjK_x0meTprYUgdUWA-iDgwVglsnfJ_SVtVDPZypUokKv85GzFLM-ywjWlPM2Hg1ucemwwOpa-qvYBGfeMV7zP3n6s22hFCBveiWtHEBpV9N8f4rjmunMlxBx7kSlxIRjWquZm70hLRXMoxAgQ22BC86tBhgR_d1l9_-FzZuZIlZhzJwJi3ug1HszooHM8uEMOkHmB5nYj5XEgVk5JFYGcSwFSnMnNzE1ej2J3jcEiE3eSWHcremWjCZ0s9bs_8R08WpGWkBp8WMXUFfmhPBMk-MGixR_yIu7nJ6B_hYBnVhqKnnoW-xxEmRxgwG0Ev0S96cAcBG8qdlChGN7o1qN0heGTUIYnDk703q3lt9j7X4FgaITrlcPZOWZ96EHytVKUAtmtVp5BVGpiLn4viuUpEdAM_CLSBIaPVunk-39L8tm6m8iUYmbMX_KXPyaL900bQtVQgK39FCa0pUEZ_jSBOGNj1FH8NUPN2TS8_csNWfpN7gsaD9FBN3wUtawAD_RPdJ952odfwJqyvrkN89AyKnFdFMvUh6_4LCIQVYd4M5KC_k1WNLYb11KZhq6O4UaoyD4X1pV4-x0jBzEnc4VQTkL_04dw2xdPJ1uqUrmHuUcIBO0SKaEk6_5HYc3GKfYwmPz1oxMpOi-Rzw1QPyWIdbrcZdFbIHoVZ8FKfyslEv392pJMiKzUnVWL_3mZ0UqnGtddwlXYVdSs57AUdlrfOe7TVaaIMZ_kL7FSrbWrsaSufitSYr62xD1K1-qeb4wkx8QQEorxGJ3RG1Vpn97Pn5JEC_jvj0s7uzFgidYR9bp80EMmPCHUmRg-Hm1Aq1B4YMNc1ARnFz6UvT_8_pMhJEwKuypA-nPoJu4JZJNLVUdw","sitecoreApiKey":"{AD59BE63-BA20-47D4-A1B0-ECF30588E2E2}","sitecoreApiHost":"https://prod.mckinsey.com","FB_APP_ID":"1382278882079245","ARTICLE_API_HOST":"https://prd-api.mckinsey.com","SITECORE_FORMS_SERVICES_API_HOST":"https://prd-api.mckinsey.com","FEATURE_TOGGLES":"{\"stack_adapt_pixel\": true, \"article_seo_schema\":true, \"remember_me\": true, \"gql_promo_banner\": true, \"gql_highlight_bar\": true, \"gql_ceros_placeholder\": true, \"gql_two_up_medium\": true, \"gql_hero_with_partnership_mark\": true, \"gql_brightcove_gallery\": true, \"gql_one_up_medium\": true, \"gql_promo_bar_with_quote\": true, \"gql_fifty_fifty_hero\": true, \"gql_enhanched_hero\": true, \"gql_two_up_small\": true, \"gql_general_up\": true, \"gql_full_bleed_hero\": true, \"passwordless_login_enabled\": true, \"sso_enabled\": true, \"article_id\": \"\", \"personalisation_enabled\":true, \"hide_student_sticky_footer\":true, \"email_domain_validation_enabled\":true, \"enable_cid_cookie_qp\": true, \"otp_verification_enabled\": true}","HEADER_SCRIPT_HASH":"abcd1234","OKTA_AUTH_CLIENT_ID":"0oa8ppb3ypQ8uOI8y697","OKTA_AUTH_ISSUER":"https://dotcomidp.mckinsey.com/oauth2/aus2byav0jTElyFDD697/","AUTO_REDIRECTION_DURATION":"5","LINKEDIN_IDP":"0oaecyj1byxnfrfFk697","APPLE_IDP":"0oaeg2lxy6mq4PX5F697","GOOGLE_IDP":"0oaeczfkb03XL3E4O697","ALUMNI_BASE_API_URL":"https://dev-gateway.intranet.mckinsey.com/:apiKey/v1","ALUMNI_AUTHENTICATE_API_URL":"https://dev-ac3-okta-auth.intranet.mckinsey.com/authenticate","ALUMNI_OKTA_URL":"","ALUMNI_OKTA_ENABLED":"true","GOOGLE_MAP_API_KEY":"AIzaSyDqrGDNMDjy9pXHkMf-_Ut33LoC725GSe4","AWS_GATEWAY":"https://dev-gateway.mckinsey.com","AWS_API_GATEWAY_ID":"o63viscaj4","AWS_PERSONALIZATION_TRACKING_ID":"f3f97bc3-4ca7-4960-9e49-0bcff6294ab4","AWS_PERSONALIZATION_CID":"recommendations-onw-onw-mck-mck-art-2410-v1-user-ext-web","EVENTS_MODULE_CARDS_COUNT":"8","RECOMMENDATIONS_OFFER_ACTIVITY":"Article Recommendations"},"isFallback":false,"dynamicIds":[70281,73769,76731,98391,32991],"gssp":true,"locale":"en","locales":["en","da-DK"],"defaultLocale":"en","isPreview":true,"scriptLoader":[]}</script><script type="text/javascript" src="/4nI7/Dqwk/7B/nBsQ/ONiA/ariaDDVzf6XpO1aN/bTZxKC1lBA/FyIEUX/xKAk0"></script></body></html>