CINXE.COM

How Ventas is using AI for real estate & net zero | McKinsey

<!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":"14","DisplayDate":"9/12/2024","OriginalPublicationDate":"9/12/2024","SitecoreId":"{F84AFC37-BF6E-4AB1-8DA9-BBDFBF1746CF}","Title":"How Ventas used machine learning and AI to create a net-zero plan","ArticleType":"Interview","ContentType":"Article","ServerNumber":"","IsPageRestricted":"true","UserID":"","RegistrationDate":"","LoginStatus":"logged_out","JobTitle":"","CompanyName":"","blogTags":null,"enableRegWall":false}; var pageMetaInformation = {"CurrentLanguage":"en","AlternateLanguages":[{"DisplayName":"English","LanguageCode":"en","Url":"/industries/real-estate/our-insights/how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan"}],"NavigationLink":"industries","ActiveItemId":"{165F944B-FA07-40AC-B60E-32387588D5A6}","OfficeCode":"","MiniSiteId":"{BA84E920-F164-49D9-8DAC-A78D035224B2}"};</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 &amp; Company" property="og:site_name" name="site_name"/><meta content="How Ventas used machine learning and AI to create a net-zero plan" property="og:title" name="title"/><meta content="We look at how the global real estate investment company Ventas is using AI to reach net zero and help achieve larger organizational objectives." property="og:description" name="description"/><meta content="https://www.mckinsey.com/industries/real-estate/our-insights/how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan" name="url" property="og:url"/><meta content="index,follow,all" name="robots"/><meta content="https://www.mckinsey.com/~/media/mckinsey/industries/real%20estate/our%20insights/how%20ventas%20used%20machine%20learning%20and%20ai%20to%20create%20a%20net%20zero%20plan/meissner_k_1772-4386-jg-50-50.jpg" property="og:image" name="image"/><meta content="{F84AFC37-BF6E-4AB1-8DA9-BBDFBF1746CF}" name="sid"/><link href="https://www.mckinsey.com/industries/real-estate/our-insights/how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan" rel="canonical"/><meta content="Real Assets" name="practice-name"/><meta content="N36" name="practice-code"/><meta content="summary_large_image" name="twitter:card"/><meta content="@mckinsey" name="twitter:site"/><title>How Ventas is using AI for real estate &amp; net zero | McKinsey</title><meta content="Insights &amp; Publications" name="sections"/><meta content="How Ventas used machine learning and AI to create a net-zero plan" name="twitter:title"/><meta content="We look at how the global real estate investment company Ventas is using AI to reach net zero and help achieve larger organizational objectives." name="twitter:description"/><meta content="Article" property="contenttype" name="contenttype"/><meta content="https://www.mckinsey.com/~/media/mckinsey/industries/real%20estate/our%20insights/how%20ventas%20used%20machine%20learning%20and%20ai%20to%20create%20a%20net%20zero%20plan/meissner_k_1772-4386-jg-50-50.jpg?mw=677&amp;car=42:25" name="twitter:image"/><meta content="How Ventas used machine learning and AI to create a net-zero plan" name="twitter:image:alt"/><meta content="true" name="mobileready"/><meta content="public" name="accesslevel"/><meta content="false" name="excludefromclientlink"/><meta content="interview" name="articletype"/><meta content="Brodie Boland" name="authors-name"/><meta content="2024-09-12T00:00:00Z" name="itemdate"/><meta content="Real Assets | Interview | September 12, 2024" 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/industries/real-estate/our-insights/how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan"},"datePublished":"2024-09-12T00:00:00Z","dateCreated":"2024-09-05T19:49:35Z","dateModified":"2024-09-12T00:00:00Z","heading":"How Ventas used machine learning and AI to create a net-zero plan","image":"https://www.mckinsey.com/~/media/mckinsey/industries/real%20estate/our%20insights/how%20ventas%20used%20machine%20learning%20and%20ai%20to%20create%20a%20net%20zero%20plan/meissner_k_1772-4386-jg-50-50.jpg","description":"We look at how the global real estate investment company Ventas is using AI to reach net zero and help achieve larger organizational objectives.","author":[{"@type":"Person","name":"Brodie Boland","url":"https://www.mckinsey.com/our-people/brodie-boland"}]}</script><meta name="next-head-count" content="63"/><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/06ae37db5ebc260c.css" as="style"/><link rel="stylesheet" href="/_next/static/css/06ae37db5ebc260c.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/8578.3a4bfe7b76c8d5b2.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="bdpnbeqxgy4diz2b52iq-f-4500d0e56-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":11,"ak.ipv":4,"ak.proto":"http/1.1","ak.rid":"202644db","ak.r":37669,"ak.a2":e,"ak.m":"a","ak.n":"essl","ak.bpcip":"8.222.208.0","ak.cport":50430,"ak.gh":"23.53.33.206","ak.quicv":"","ak.tlsv":"tls1.2","ak.0rtt":"","ak.0rtt.ed":"","ak.csrc":"-","ak.acc":"reno","ak.t":"1732374161","ak.ak":"hOBiQwZUYzCg5VSAfCLimQ==VU7S/8Q8Xy1Ug+UGOLhG/Svzk9HXlcCsJJ5vTPAwDhBpreNNKcBmkImEUNjzc5sW9GprMBJwfs28HEWJpg9L0OKgF88PnW2C/g6RAXd2aI9U4nTskf42bqtlkeO3lVFXugm/iaj3H9cAuYN35viPw8V/XHI5yDLkZGi2gpgHz962jDnfXIRN2ThZegzbK4CdSwQ4f4gzU5IxmHUgKIWP+3u0IWmeQGdLMT3NHuBXC65aG+z82cv2LaB5VPj1TVLs5ReJ0oMLrCalsHG4H3jfibnSPRLbf3pM0zDJFffSLvLZN92I+q9BLtQBWJ4icH3H9UXAR6G+/p7TUmnk0jH3r3QYJHBm+ko6lTWcctIzQXCv8XISFi+w7DklReCyFRbjCdyEvhFtzrrV8Z3Jf/iOoEjKn9KHAyZZRYAvf3UlW5k=","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="" data-module-gradient-position="bottom-right" class="mck-o-edge-to-edge FiftyFiftyHero_mck-c-fifty-fifty-hero__wrapper__74aGq"><div><div class="mck-o-container"><div class="mck-o-container--wrapped mdc-u-grid"><div class="FiftyFiftyHero_mck-c-fifty-fifty-hero__dI9Yx"><style></style><div data-component="mdc-c-background-image" class="mdc-c-bg-image___GJdv1_2734c4f background-image-fifty-fifty-hero-undefined FiftyFiftyHero_mck-c-fifty-fifty-hero__media__TroHX FiftyFiftyHero_mck-c-fifty-fifty-hero__media--absolute__YlXtV"></div><div class="FiftyFiftyHero_mck-c-fifty-fifty-hero__wrapper-text__13v1d FiftyFiftyHero_mck-c-fifty-fifty-hero__wrapper-text--default-style__TJLUl mdc-u-spaced-mobile"><div class="mdc-u-grid"><div class="mdc-u-grid mdc-u-grid-gutter-lg mdc-u-grid-col-sm-1 mdc-u-grid--align-start 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 data-component="mdc-c-content-block" class="mdc-c-content-block___7p6Lu_2734c4f"><h1 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-2"><div>How Ventas used machine learning and AI to create a net-zero plan</div></h1><div data-component="mdc-c-description" class="mdc-c-description___SrnQP_2734c4f mdc-u-ts-10"><div class="mck-u-links-inline mck-c-generic-item__description"><time datetime="2024-09-12T00:00:00Z">September 12, 2024</time> | Interview</div></div></div></div></div></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-7 mdc-u-grid-col-lg-start-3 mdc-u-grid-col-lg-end-8 mdc-u-ts-10"></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">A real estate company committed to reaching net zero took a more efficient&mdash;and pioneering&mdash;approach.</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="#/download/%2F~%2Fmedia%2Fmckinsey%2Findustries%2Freal%20estate%2Four%20insights%2Fhow%20ventas%20used%20machine%20learning%20and%20ai%20to%20create%20a%20net%20zero%20plan%2Fhow-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan.pdf%3FshouldIndex%3Dfalse" class="DownloadsSidebar_mck-c-downloads-sidebar__download-link__fPqFQ mdc-c-link___lBbY1_2734c4f" target="_self" data-layer-event-prefix="Download Link" data-layer-action="click" data-layer-report-type="" data-layer-file-name="how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan" data-layer-report-name="how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan&gt;"><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"> (4 pages)</span></a></div></div></div></div> <p><strong>Ventas, Inc.</strong> is a real estate investment trust (REIT) and S&amp;P 500 company that occupies an essential role in the longevity economy. With roughly 1,400 properties in the United States, Canada, and the United Kingdom, the company’s portfolio serves a large and growing aging population. Among its assets are senior housing communities, outpatient medical buildings, research centers, and healthcare facilities. In 2022, Ventas took a bold step toward its sustainability goals: it committed to <a href="/featured-insights/mckinsey-explainers/what-is-net-zero">net-zero</a> operational carbon emissions (Scopes 1 and 2), which it expects to achieve by 2040. </p> <p></p> <p>Ventas used <a href="/industries/real-estate/our-insights/a-new-way-to-decarbonize-buildings-can-lower-emissions-profitably">an innovative approach to generate net-zero road maps</a> for all properties within the company’s operational control. Leveraging the power of AI (specifically, a form of advanced machine learning) and physics-based modeling, it derived nearly 800 building-level plans. These road maps are intended to guide building operators through specific steps for each of the next 17 years and include estimated costs and operational cost savings from energy reduction. Even without factoring in marketing and environmental benefits from the property enhancements, estimated operational savings from energy efficiency are expected to largely offset implementation costs.</p> <p>McKinsey’s Brodie Boland sat down with Kelly Meissner, vice president, corporate ESG and sustainability, at Ventas, to talk about why the company set this goal, how it created plans for each building, and what it will take to achieve full implementation.</p> <p>This interview has been edited for clarity and length.</p> <p><strong>Brodie Boland:</strong> In March of 2022, Ventas announced its <a href="/industries/real-estate/our-insights/climate-risk-and-the-opportunity-for-real-estate">commitment to achieve net-zero</a> operational carbon emissions by 2040, exceeding its prior goal to decrease absolute carbon emissions by 30 percent by 2030. What led you to make this commitment?</p> <p><strong>Kelly Meissner:</strong> It was the confluence of several things. Many of our investors are focused on decarbonization, the related risks, and the implications for long-term shareholder value. Internally, we had a set of goals we were working toward that were aligned with the Paris Agreement, but we wanted to increase our ambition. We consider ourselves a leader in sustainability within the real estate industry, and we want to stay there, because we know it drives value for our shareholders.</p> <p>We wanted to understand how a portfolio of our size and scale could get to net zero in a cost-effective way. Based on our modeling, we believed we could achieve operational (Scopes 1 and 2) net zero by 2040. We had the advantage of a very robust data set for our Scope 1 and 2 emissions, which we have built out over several years and which is now based on over 90 percent actual data, so our model required very little estimation.</p> <p>Ultimately, the rationale is compelling: it’s about driving value in our portfolio. Our analysis showed that achieving net-zero operational carbon emissions will result in lower energy and maintenance costs, more resilient assets, improved air quality and occupant comfort, and enhanced tenant and resident attraction and retention. The board was very supportive, and we announced our goal shortly thereafter.</p> <p><strong>Brodie Boland:</strong> The traditional approach to decarbonizing buildings is to send an engineer into each building to assess conditions at the property. They then recommend efficiency measures and renewable energy sources that could be implemented. You have a lot of buildings, which made that traditional approach limiting. How did you go about <a href="/industries/engineering-construction-and-building-materials/our-insights/building-value-by-decarbonizing-the-built-environment">developing a plan to decarbonize</a>?</p> <p><strong>Kelly Meissner:</strong> When we began, we had about 800 properties under our operational control and therefore within the scope of our goal. Using traditional methods, it would take years and significant cost to do individual, deep-dive decarbonization analyses on so many properties, which by the way, are managed by roughly 50 different operators. So, we knew we had to take an innovative, data-driven approach to develop property-specific net-zero pathways for all our assets.</p> <p>Time was of the essence, because we’re investing significant capital every year in our portfolio on heating, ventilation, and air conditioning systems, water heaters, roofs, and other energy-consuming equipment in our buildings. Every year that goes by that we’re not decarbonizing as part of those routine replacements, we miss an opportunity and also <a href="/industries/real-estate/our-insights/proposed-climate-rule-signals-new-era-for-real-estate">increase our regulatory risk</a> given the proliferation of local and state mandatory building performance standards.<span class="FootNote_footnote-holder__tjRqy"><a aria-label="footnote" href="javascript:void(0);" class="FootNote_footnote-wrapper__AIRwL undefined FootNote_inactive__VZfCp" aria-describedby="45ddcfab-3176-4482-adb6-f5a3a6d92d3e"><sup class="FootNote_footnotesup__e73z_">1</sup><span class="FootNote_notch-wrapper__b_5NS"><span class="FootNote_notch__omKtY"></span></span><span class="FootNote_tooltip__QtrbA mdc-u-mt-2"><span class="FootNote_footnote-content__r2OVl"><span id="45ddcfab-3176-4482-adb6-f5a3a6d92d3e" aria-hidden="true" data-module-theme="light" class="FootNote_footnote-text__VjKgO mck-u-links-inline">Building performance standards, Institute for Market Transformation, 2024.</span></span></span></a></span> We wanted to get started right away.</p> <p>We knew the basic building blocks: we needed to decarbonize our buildings through electrification and energy efficiency, and then all the electricity needed to be from 100 percent renewable energy sources. But our question was, “How do we translate this to the building and equipment level in a way that our operators could execute?”</p> <p><strong>Brodie Boland:</strong> What did you ultimately do?</p> <p><strong>Kelly Meissner:</strong> We decided to take a technologically enabled approach. We used a tool that could create detailed and unique plans for each of our 800 or so buildings. The tool uses data sources including imaging from satellites, information on solar radiation, soil conditions, weather, and energy models of a million or so buildings. We then provided the data we had on our buildings to layer on top of that. For some buildings, we had conducted energy audits and had a lot of data, but for most of our buildings we just provided the size and type of building and our last few utility bills.</p> <p>The tool then applied a machine-learning algorithm to do two things. First, it produced the equivalent of a unique energy audit for each building. Then it created a detailed description of how each building could achieve our goals, including each step we had to take for that building, the cost of that step, and the energy it would save.</p> <p>The result was that in a very short period of time, we had detailed road maps for each of our buildings, and we were able to easily aggregate these road maps into a portfolio-level view. It was fast and cost-effective, which was great. But more important, the machine-learning aspect of this tool allowed us to test many different road maps for each property and for the portfolio to achieve the optimal financial outcome.</p> <p><strong>Brodie Boland:</strong> How long did it take to get initial plans? And once you had the plans, what were the next steps?</p> <p><strong>Kelly Meissner:</strong> It took less than eight weeks for this advanced analytical approach to deliver us 800 property-specific road maps in the spring of 2023. It was pretty amazing. But the road maps are only part of the solution—the other critical piece is putting them into action and ultimately integrating them into our everyday capital expenditure and planning processes.</p> <p>Consequently, after we got the road maps there was a lot of socialization work to do, both at the executive and operator levels. We held webinars with the operators to explain how the road maps were developed, to share sample road maps and solicit feedback, and to talk about how they are going to inform capital planning going forward. This all involves significant change management with our operators and property managers, but we’ve benefited from being intentional about engaging them from the early stages. And we will have ongoing collaboration with them throughout the execution of the road maps.</p> <p><strong>Brodie Boland:</strong> It makes sense that you needed plans that would communicate clearly all the steps that building operators needed to take. But what factors were most important to your executive team?</p> <p><strong>Kelly Meissner:</strong> Our executive team understood the potential benefits of the net-zero commitment. But of course, as a publicly traded company, we are focused on delivering value for our shareholders, which is the lens through which all initiatives are viewed and assessed. Our executive team needed to hear the detailed business case for the approach we were suggesting, the costs associated with alternative approaches, and the costs associated with the recommended approach. They wanted to understand what we were getting for those incremental dollars. In other words, what is the benefit for shareholders?</p> <p>Because this information is baked into the road maps, we were able to show both the costs and benefits of each action, and clearly demonstrate the long-term value generated by our holistic and coordinated approach.</p> <p><strong>Brodie Boland:</strong> Let’s go deeper into the question of change management. Beyond building operators, who are the other stakeholders, and what are the issues that could delay action—even with the road maps in hand—if you don’t actively address implementation?</p> <p><strong>Kelly Meissner:</strong> It’s so important to remember that this process requires engagement across the whole stack of our operations. My team collaborates with our operating partners, executives, asset management teams, financial planning and analysis teams, accounting teams, and building engineering teams. Everyone’s educated on these road maps, how important they are, and how they are getting incorporated into our day-to-day operations.</p> <p><strong>Brodie Boland:</strong> What’s clear from this conversation is that though you benefitted from the magnitude, speed, and complexity of machine learning to deliver the plan, there is also a very human process that has to happen after that. What should other real estate companies keep in mind when it comes to implementation of even the most optimized approach to <a href="/capabilities/sustainability/our-insights/spotting-green-business-opportunities-in-a-surging-net-zero-world/transition-to-net-zero/buildings">a net-zero pathway</a>?</p> <p><strong>Kelly Meissner:</strong> Implementation requires evaluating everything from different stakeholders’ perspectives and trying to make sure that we’re communicating, recommunicating, and communicating again what we’re trying to accomplish and why. It will be an ongoing process.</p> <p>But now that we have the decarbonization road maps, everyone from our local building operators to our internal team is aligned on that plan, it’s integrated into our capital planning and the way we think about things such as roof and equipment replacements, and we can focus on getting it done.</p> <p>I think we’re really setting a model for <a href="/industries/engineering-construction-and-building-materials/our-insights/building-value-by-decarbonizing-the-built-environment">how real estate can decarbonize at a scale</a> that has not been done before. This is a template for how the commercial real estate sector overall is going to deliver on the environmental progress we need.</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>Kelly Meissner</strong> is the vice president for corporate ESG &amp; sustainability at Ventas. <strong><a href="/our-people/brodie-boland">Brodie Boland</a></strong> is a partner in McKinsey&rsquo;s Washington, DC, office.</p> <p><em>Comments and opinions expressed by interviewees are their own and do not represent or reflect the opinions, policies, or positions of McKinsey &amp; Company or have its endorsement.</em></p> <hr /> <p>This interview was edited by Katy McLaughlin, a senior editor in the Southern California 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="/industries/real-estate/our-insights/generative-ai-can-change-real-estate-but-the-industry-must-change-to-reap-the-benefits" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture" class="Card_wrapper-image__8b4P6"><style>.picture-uniqueKey-gener-0 { aspect-ratio: 16/9 }</style><img alt="On the open laptop, where keys once resided, a virtual city is growing. Office buildings and residential structures harmoniously coexist, interconnected by a translucent web of digital elements—charts and data intricately woven into a dynamic ecosystem of new technologies." class="picture-uniqueKey-gener-0" src="/~/media/mckinsey/industries/real%20estate/our%20insights/generative%20ai%20can%20change%20real%20estate%20but%20the%20industry%20must%20change%20to%20reap%20the%20benefits/qweb-real-estate-ai-1536x1536.jpg?cq=50&amp;mw=767&amp;car=16:9&amp;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="/industries/real-estate/our-insights/generative-ai-can-change-real-estate-but-the-industry-must-change-to-reap-the-benefits" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link___lBbY1_2734c4f"><div>Generative AI can change real estate, but the industry must change to reap the benefits</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="/industries/real-estate/our-insights/a-new-way-to-decarbonize-buildings-can-lower-emissions-profitably" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture" class="Card_wrapper-image__8b4P6"><style>.picture-uniqueKey-anew-0 { aspect-ratio: 16/9 }</style><img alt="Digital generated image of grass and flowers growing over a futuristic organic cube." class="picture-uniqueKey-anew-0" src="/~/media/mckinsey/industries/real%20estate/our%20insights/a%20new%20way%20to%20decarbonize%20buildings%20can%20lower%20emissions%20profitably/a-new-way-to-decarbonize-building-1368718004-thumb-1536x1536.jpg?cq=50&amp;mw=767&amp;car=16:9&amp;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="/industries/real-estate/our-insights/a-new-way-to-decarbonize-buildings-can-lower-emissions-profitably" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link___lBbY1_2734c4f"><div>A new way to decarbonize buildings can lower emissions&mdash;profitably</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="/industries/real-estate/our-insights/climate-risk-and-the-opportunity-for-real-estate" class="mdc-c-link___lBbY1_2734c4f"><picture data-component="mdc-c-picture" class="Card_wrapper-image__8b4P6"><style>.picture-uniqueKey-clima-0 { aspect-ratio: 16/9 }</style><img alt="High rise residential buildings on the horizon" class="picture-uniqueKey-clima-0" src="/~/media/mckinsey/industries/real%20estate/our%20insights/climate%20risk%20and%20the%20opportunity%20for%20real%20estate/climate%20risk%20and%20the%20opportunity%20for%20real%20estate_1256049298_thumb_1536x1536.jpg?cq=50&amp;mw=767&amp;car=16:9&amp;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</span><h6 data-component="mdc-c-heading" class="mdc-c-heading___0fM1W_2734c4f mdc-u-ts-6"><a data-component="mdc-c-link" href="/industries/real-estate/our-insights/climate-risk-and-the-opportunity-for-real-estate" class="mdc-c-link-heading___Zggl8_2734c4f mdc-c-link___lBbY1_2734c4f"><div>Climate risk and the opportunity for real estate</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":"How Ventas used machine learning and AI to create a net zero plan","displayName":"How Ventas used machine learning and AI to create a net zero plan","fields":null,"databaseName":"web","deviceId":"fe5d7fdf-89c0-4d99-9aa3-b5fbd009c9f3","itemId":"f84afc37-bf6e-4ab1-8da9-bbdfbf1746cf","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":"How Ventas used machine learning and AI to create a net-zero plan"}},"sEOTitle":{"value":"How Ventas is using AI for real estate \u0026amp; net zero"},"description":{"jsonValue":{"value":"A real estate company committed to reaching net zero took a more efficient\u0026mdash;and pioneering\u0026mdash;approach."}},"sEODescription":{"value":"We look at how the global real estate investment company Ventas is using AI to reach net zero and help achieve larger organizational objectives."},"displayDate":{"jsonValue":{"value":"2024-09-12T00:00:00Z"}},"body":{"value":"[[DownloadsSidebar]]\n\u003cp\u003e\u003cstrong\u003eVentas, Inc.\u003c/strong\u003e is a real estate investment trust (REIT) and S\u0026amp;P 500 company that occupies an essential role in the longevity economy. With roughly 1,400 properties in the United States, Canada, and the United Kingdom, the company\u0026rsquo;s portfolio serves a large and growing aging population. Among its assets are senior housing communities, outpatient medical buildings, research centers, and healthcare facilities. In 2022, Ventas took a bold step toward its sustainability goals: it committed to \u003ca href=\"/featured-insights/mckinsey-explainers/what-is-net-zero\"\u003enet-zero\u003c/a\u003e\u0026nbsp;operational carbon emissions (Scopes 1 and 2), which it expects to achieve by 2040.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e[[MostPopularArticles 5]]\u003c/p\u003e\n\u003cp\u003eVentas used \u003ca href=\"/industries/real-estate/our-insights/a-new-way-to-decarbonize-buildings-can-lower-emissions-profitably\"\u003ean innovative approach to generate net-zero road maps\u003c/a\u003e\u0026nbsp;for all properties within the company\u0026rsquo;s operational control. Leveraging the power of AI (specifically, a form of advanced machine learning) and physics-based modeling, it derived nearly 800 building-level plans. These road maps are intended to guide building operators through specific steps for each of the next 17 years and include estimated costs and operational cost savings from energy reduction. Even without factoring in marketing and environmental benefits from the property enhancements, estimated operational savings from energy efficiency are expected to largely offset implementation costs.\u003c/p\u003e\n\u003cp\u003eMcKinsey\u0026rsquo;s Brodie Boland sat down with Kelly Meissner, vice president, corporate ESG and sustainability, at Ventas, to talk about why the company set this goal, how it created plans for each building, and what it will take to achieve full implementation.\u003c/p\u003e\n\u003cp\u003eThis interview has been edited for clarity and length.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBrodie Boland:\u003c/strong\u003e In March of 2022, Ventas announced its \u003ca href=\"/industries/real-estate/our-insights/climate-risk-and-the-opportunity-for-real-estate\"\u003ecommitment to achieve net-zero\u003c/a\u003e\u0026nbsp;operational carbon emissions by 2040, exceeding its prior goal to decrease absolute carbon emissions by 30 percent by 2030. What led you to make this commitment?\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eKelly Meissner:\u003c/strong\u003e It was the confluence of several things. Many of our investors are focused on decarbonization, the related risks, and the implications for long-term shareholder value. Internally, we had a set of goals we were working toward that were aligned with the Paris Agreement, but we wanted to increase our ambition. We consider ourselves a leader in sustainability within the real estate industry, and we want to stay there, because we know it drives value for our shareholders.\u003c/p\u003e\n\u003cp\u003eWe wanted to understand how a portfolio of our size and scale could get to net zero in a cost-effective way. Based on our modeling, we believed we could achieve operational (Scopes 1 and 2) net zero by 2040. We had the advantage of a very robust data set for our Scope 1 and 2 emissions, which we have built out over several years and which is now based on over 90 percent actual data, so our model required very little estimation.\u003c/p\u003e\n\u003cp\u003eUltimately, the rationale is compelling: it\u0026rsquo;s about driving value in our portfolio. Our analysis showed that achieving net-zero operational carbon emissions will result in lower energy and maintenance costs, more resilient assets, improved air quality and occupant comfort, and enhanced tenant and resident attraction and retention. The board was very supportive, and we announced our goal shortly thereafter.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBrodie Boland:\u003c/strong\u003e The traditional approach to decarbonizing buildings is to send an engineer into each building to assess conditions at the property. They then recommend efficiency measures and renewable energy sources that could be implemented. You have a lot of buildings, which made that traditional approach limiting. How did you go about \u003ca href=\"/industries/engineering-construction-and-building-materials/our-insights/building-value-by-decarbonizing-the-built-environment\"\u003edeveloping a plan to decarbonize\u003c/a\u003e?\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eKelly Meissner:\u003c/strong\u003e When we began, we had about 800 properties under our operational control and therefore within the scope of our goal. Using traditional methods, it would take years and significant cost to do individual, deep-dive decarbonization analyses on so many properties, which by the way, are managed by roughly 50 different operators. So, we knew we had to take an innovative, data-driven approach to develop property-specific net-zero pathways for all our assets.\u003c/p\u003e\n\u003cp\u003eTime was of the essence, because we\u0026rsquo;re investing significant capital every year in our portfolio on heating, ventilation, and air conditioning systems, water heaters, roofs, and other energy-consuming equipment in our buildings. Every year that goes by that we\u0026rsquo;re not decarbonizing as part of those routine replacements, we miss an opportunity and also \u003ca href=\"/industries/real-estate/our-insights/proposed-climate-rule-signals-new-era-for-real-estate\"\u003eincrease our regulatory risk\u003c/a\u003e\u0026nbsp;given the proliferation of local and state mandatory building performance standards.[[Footnote 1]] We wanted to get started right away.\u003c/p\u003e\n\u003cp\u003eWe knew the basic building blocks: we needed to decarbonize our buildings through electrification and energy efficiency, and then all the electricity needed to be from 100 percent renewable energy sources. But our question was, \u0026ldquo;How do we translate this to the building and equipment level in a way that our operators could execute?\u0026rdquo;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBrodie Boland:\u003c/strong\u003e What did you ultimately do?\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eKelly Meissner:\u003c/strong\u003e We decided to take a technologically enabled approach. We used a tool that could create detailed and unique plans for each of our 800 or so buildings. The tool uses data sources including imaging from satellites, information on solar radiation, soil conditions, weather, and energy models of a million or so buildings. We then provided the data we had on our buildings to layer on top of that. For some buildings, we had conducted energy audits and had a lot of data, but for most of our buildings we just provided the size and type of building and our last few utility bills.\u003c/p\u003e\n\u003cp\u003eThe tool then applied a machine-learning algorithm to do two things. First, it produced the equivalent of a unique energy audit for each building. Then it created a detailed description of how each building could achieve our goals, including each step we had to take for that building, the cost of that step, and the energy it would save.\u003c/p\u003e\n\u003cp\u003eThe result was that in a very short period of time, we had detailed road maps for each of our buildings, and we were able to easily aggregate these road maps into a portfolio-level view. It was fast and cost-effective, which was great. But more important, the machine-learning aspect of this tool allowed us to test many different road maps for each property and for the portfolio to achieve the optimal financial outcome.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBrodie Boland:\u003c/strong\u003e How long did it take to get initial plans? And once you had the plans, what were the next steps?\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eKelly Meissner:\u003c/strong\u003e It took less than eight weeks for this advanced analytical approach to deliver us 800 property-specific road maps in the spring of 2023. It was pretty amazing. But the road maps are only part of the solution\u0026mdash;the other critical piece is putting them into action and ultimately integrating them into our everyday capital expenditure and planning processes.\u003c/p\u003e\n\u003cp\u003eConsequently, after we got the road maps there was a lot of socialization work to do, both at the executive and operator levels. We held webinars with the operators to explain how the road maps were developed, to share sample road maps and solicit feedback, and to talk about how they are going to inform capital planning going forward. This all involves significant change management with our operators and property managers, but we\u0026rsquo;ve benefited from being intentional about engaging them from the early stages. And we will have ongoing collaboration with them throughout the execution of the road maps.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBrodie Boland:\u003c/strong\u003e It makes sense that you needed plans that would communicate clearly all the steps that building operators needed to take. But what factors were most important to your executive team?\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eKelly Meissner:\u003c/strong\u003e Our executive team understood the potential benefits of the net-zero commitment. But of course, as a publicly traded company, we are focused on delivering value for our shareholders, which is the lens through which all initiatives are viewed and assessed. Our executive team needed to hear the detailed business case for the approach we were suggesting, the costs associated with alternative approaches, and the costs associated with the recommended approach. They wanted to understand what we were getting for those incremental dollars. In other words, what is the benefit for shareholders?\u003c/p\u003e\n\u003cp\u003eBecause this information is baked into the road maps, we were able to show both the costs and benefits of each action, and clearly demonstrate the long-term value generated by our holistic and coordinated approach.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBrodie Boland:\u003c/strong\u003e Let\u0026rsquo;s go deeper into the question of change management. Beyond building operators, who are the other stakeholders, and what are the issues that could delay action\u0026mdash;even with the road maps in hand\u0026mdash;if you don\u0026rsquo;t actively address implementation?\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eKelly Meissner:\u003c/strong\u003e It\u0026rsquo;s so important to remember that this process requires engagement across the whole stack of our operations. My team collaborates with our operating partners, executives, asset management teams, financial planning and analysis teams, accounting teams, and building engineering teams. Everyone\u0026rsquo;s educated on these road maps, how important they are, and how they are getting incorporated into our day-to-day operations.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eBrodie Boland:\u003c/strong\u003e What\u0026rsquo;s clear from this conversation is that though you benefitted from the magnitude, speed, and complexity of machine learning to deliver the plan, there is also a very human process that has to happen after that. What should other real estate companies keep in mind when it comes to implementation of even the most optimized approach to \u003ca href=\"/capabilities/sustainability/our-insights/spotting-green-business-opportunities-in-a-surging-net-zero-world/transition-to-net-zero/buildings\"\u003ea net-zero pathway\u003c/a\u003e?\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eKelly Meissner:\u003c/strong\u003e Implementation requires evaluating everything from different stakeholders\u0026rsquo; perspectives and trying to make sure that we\u0026rsquo;re communicating, recommunicating, and communicating again what we\u0026rsquo;re trying to accomplish and why. It will be an ongoing process.\u003c/p\u003e\n\u003cp\u003eBut now that we have the decarbonization road maps, everyone from our local building operators to our internal team is aligned on that plan, it\u0026rsquo;s integrated into our capital planning and the way we think about things such as roof and equipment replacements, and we can focus on getting it done.\u003c/p\u003e\n\u003cp\u003eI think we\u0026rsquo;re really setting a model for \u003ca href=\"/industries/engineering-construction-and-building-materials/our-insights/building-value-by-decarbonizing-the-built-environment\"\u003ehow real estate can decarbonize at a scale\u003c/a\u003e\u0026nbsp;that has not been done before. This is a template for how the commercial real estate sector overall is going to deliver on the environmental progress we need.\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":true},"tableOfContentsTitle":{"value":"TABLE OF CONTENTS"},"accessStatus":{"targetItem":{"key":{"value":"RegisteredUsers"},"value":{"value":"Registered Users"}}},"articleType":{"targetItem":{"displayName":"Interview"}},"hasSpecialReport":{"boolValue":false},"contentType":{"targetItem":{"displayName":"Article"}},"sourcePublication":{"targetItem":null},"externalPublication":{"value":""},"mobileReady":{"boolValue":true},"forClientsOnly":{"boolValue":false},"excludeFromClientLink":{"boolValue":false},"originalPublishDate":{"jsonValue":{"value":"2024-09-12T00:00:00Z"}},"footnotes":{"value":"\u003col\u003e\n \u003cli\u003eBuilding performance standards, Institute for Market Transformation, 2024.\u003c/li\u003e\n\u003c/ol\u003e"},"contributoryPractice":{"targetItems":[{"displayName":"Real Estate"}]},"aboutTheAuthors":{"value":"\u003cp\u003e\u003cstrong\u003eKelly Meissner\u003c/strong\u003e is the vice president for corporate ESG \u0026amp; sustainability at Ventas. \u003cstrong\u003e\u003ca href=\"/our-people/brodie-boland\"\u003eBrodie Boland\u003c/a\u003e\u003c/strong\u003e is a partner in McKinsey\u0026rsquo;s Washington, DC, office.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eComments and opinions expressed by interviewees are their own and do not represent or reflect the opinions, policies, or positions of McKinsey \u0026amp; Company or have its endorsement.\u003c/em\u003e\u003c/p\u003e\n\u003chr /\u003e\n\u003cp\u003eThis interview was edited by Katy McLaughlin, a senior editor in the Southern California office.\u003c/p\u003e"},"authors":{"targetItems":[{"template":{"id":"3FBABDB63A094F68B1F8E1BBE1BA124E","name":"Author"},"id":"512D53F2E3DD44CB96CE30D963822056","name":"Brodie Boland","authorTitle":{"value":"Brodie Boland"},"description":{"value":""},"thumbnailImage":{"alt":"","src":null},"profile":{"targetItems":[{"standardImage":{"src":"/~/media/mckinsey/our people/brodie boland/brodie boland_fc-mask_profile_1536x1152.png","alt":"Brodie Boland"},"emailLinks":{"value":"Brodie_Boland@McKinsey.com"},"linkedInUrl":{"value":""},"description":{"value":"Helps leading real-estate organizations, infrastructure investors, and city governments prepare for the future, including by identifying and mitigating the risks from climate change"},"locations":{"targetItems":[{"name":"Washington DC","displayName":"Washington DC"}]},"firmTitle":{"value":"Partner"},"thumbnailImage":{"alt":"Brodie Boland","src":"/~/media/mckinsey/our people/brodie boland/brodie boland_fc-mask_headshot_988x741.png"},"url":{"path":"/our-people/brodie-boland"}}]}}]},"nonPartnerAuthors":{"targetItems":[]},"interactiveToUse":{"targetItem":null},"enableArticleComponents":{"boolValue":false},"relatedArticles":{"targetItems":[{"sourcePublication":{"targetItem":{"name":"McKinsey Quarterly"}},"publicationSource":null,"externalPublication":{"value":""},"title":{"value":"Generative AI can change real estate, but the industry must change to reap the benefits"},"url":{"path":"/industries/real-estate/our-insights/generative-ai-can-change-real-estate-but-the-industry-must-change-to-reap-the-benefits"},"eyebrow":{"targetItem":{"name":"Article"}},"articleType":{"targetItem":{"name":"Article"}},"contentType":{"targetItem":{"name":"Article"}},"description":{"value":"Real estate can use generative AI to turn the industry\u0026rsquo;s data into treasure in seven steps."},"standardImage":{"src":"/~/media/mckinsey/industries/real estate/our insights/generative ai can change real estate but the industry must change to reap the benefits/qweb-real-estate-ai-1536x1536.jpg","alt":"On the open laptop, where keys once resided, a virtual city is growing. Office buildings and residential structures harmoniously coexist, interconnected by a translucent web of digital elements—charts and data intricately woven into a dynamic ecosystem of new technologies."},"heroImage":null,"thumbnailImage":null},{"sourcePublication":{"targetItem":{"name":"McKinsey Quarterly"}},"publicationSource":null,"externalPublication":{"value":""},"title":{"value":"A new way to decarbonize buildings can lower emissions\u0026mdash;profitably"},"url":{"path":"/industries/real-estate/our-insights/a-new-way-to-decarbonize-buildings-can-lower-emissions-profitably"},"eyebrow":{"targetItem":{"name":"Article"}},"articleType":{"targetItem":{"name":"Article"}},"contentType":{"targetItem":{"name":"Article"}},"description":{"value":"An AI-informed approach makes it faster, easier, and cheaper to decarbonize real estate. Here\u0026rsquo;s how."},"standardImage":{"src":"/~/media/mckinsey/industries/real estate/our insights/a new way to decarbonize buildings can lower emissions profitably/a-new-way-to-decarbonize-building-1368718004-thumb-1536x1536.jpg","alt":"Digital generated image of grass and flowers growing over a futuristic organic cube."},"heroImage":null,"thumbnailImage":null},{"sourcePublication":{"targetItem":null},"publicationSource":null,"externalPublication":{"value":""},"title":{"value":"Climate risk and the opportunity for real estate"},"url":{"path":"/industries/real-estate/our-insights/climate-risk-and-the-opportunity-for-real-estate"},"eyebrow":{"targetItem":{"name":"Article"}},"articleType":{"targetItem":{"name":"Article"}},"contentType":{"targetItem":{"name":"Article"}},"description":{"value":"Real-estate leaders should revalue assets, decarbonize, and create new business opportunities. Here\u0026rsquo;s how."},"standardImage":{"src":"/~/media/mckinsey/industries/real estate/our insights/climate risk and the opportunity for real estate/climate risk and the opportunity for real estate_1256049298_thumb_1536x1536.jpg","alt":"High rise residential buildings on the horizon"},"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":null,"displayName":null,"title":null,"keywords":null,"description":null,"extension":null,"mimeType":null,"size":null,"pageCount":null,"thumbnailImageSrc":""},"fullReportPDFDisplayName":{"value":""},"appendixPDF":{"name":"Appendix PDF","src":null,"displayName":null,"title":null,"keywords":null,"description":null,"extension":null,"mimeType":null,"size":null,"pageCount":null,"thumbnailImageSrc":""},"appendixPDFDisplayName":{"value":""},"articlePDF":{"name":"Article PDF","src":"/~/media/mckinsey/industries/real estate/our insights/how ventas used machine learning and ai to create a net zero plan/how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan.pdf","displayName":"How-Ventas-used-machine-learning-and-AI-to-create-a-net-zero-plan","title":"","keywords":"","description":"","extension":"pdf","mimeType":"application/pdf","size":321876,"pageCount":"4","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":null,"displayName":null,"title":null,"keywords":null,"description":null,"extension":null,"mimeType":null,"size":null,"pageCount":null,"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":"/~/media/mckinsey/industries/real estate/our insights/how ventas used machine learning and ai to create a net zero plan/meissner_k_1772-4386-jg-50-50.jpg","alt":"A portrait of Kelly Meissner set against a medium gray background as she sports a smile, glasses, and a navy blue blouse."},"standardImage":{"src":"/~/media/mckinsey/industries/real estate/our insights/how ventas used machine learning and ai to create a net zero plan/meissner_k_1772-4386-jg-50-50.jpg","alt":"A portrait of Kelly Meissner set against a medium gray background as she sports a smile, glasses, and a navy blue blouse."},"heroImageTopOffset":{"value":""},"headerOverlayOpacity":{"targetItem":null},"heroType":{"targetItem":{"displayName":"Fifty Fifty"}},"photoOverlayOpacity":{"targetItem":null},"hideHero":{"boolValue":false},"renderStackedHeroLayoutForMobile":{"boolValue":false},"articleHeroVideoId":{"value":""},"podcastHeroOmnyAudioID":{"value":""},"heroBespokeInteractiveID":{"value":""},"bespokeHeroRenderMode":{"targetItem":null},"audio":{"results":[]},"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"}]}}}]},"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":[]},"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":[]},"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":"/industries/real-estate/our-insights"},"breadCrumbTitle":{"value":"Our Insights"},"isMiniSite":{"boolValue":false},"displayName":"Our Insights","template":{"id":"85FF05307883480F9A4C82123F72FFD8"}},{"breadCrumbUrl":{"path":"/industries/real-estate/how-we-help-clients"},"breadCrumbTitle":null,"isMiniSite":{"boolValue":true},"displayName":"Real Estate","template":{"id":"414C6C64AD35440E9668CF39D8A18CCF"}},{"breadCrumbUrl":{"path":"/industries"},"breadCrumbTitle":{"value":"Industries"},"isMiniSite":{"boolValue":false},"displayName":"Industries","template":{"id":"85FF05307883480F9A4C82123F72FFD8"}},{"breadCrumbUrl":{"path":"/"},"breadCrumbTitle":{"value":""},"isMiniSite":{"boolValue":false},"displayName":"Home","template":{"id":"85FF05307883480F9A4C82123F72FFD8"}}]}}},"placeholders":{"main-area":[],"sidebar-area":[]}}]}},"itemId":"f84afc37-bf6e-4ab1-8da9-bbdfbf1746cf","pageEditing":false,"site":{"name":"website"},"pageState":"normal","language":"en","pageMetaData":{"alternateLanguages":[{"languageCode":"en","displayName":"English","url":"/industries/real-estate/our-insights/how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan"}],"currentLanguage":"en","navigationLink":"industries","activeItemId":"{165F944B-FA07-40AC-B60E-32387588D5A6}","miniSiteId":"{BA84E920-F164-49D9-8DAC-A78D035224B2}","officeCode":"","officeDisplayName":"","subscriptionPracticeData":null,"isAlaisedPage":false,"originalHostName":"www.mckinsey.com","updatedDate":"2024-11-08T15:56:11Z","createdDate":"2024-09-05T19:49:35Z","practice":{"isDefaultPractice":false,"name":"Real Assets","code":"N36","stickyTitle":"Sign up for emails on new Real Assets 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":"/industries/real-estate/our-insights/how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan","isCareersPage":false,"officePath":"","hideAppPromo":false,"itemInfo":{"id":"f84afc37-bf6e-4ab1-8da9-bbdfbf1746cf","fullPath":"/sitecore/content/McKinsey/Home/Industries/Real Estate/Our Insights/How Ventas used machine learning and AI to create a net zero plan","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":"1732251746280","path":["industries","real-estate","our-insights","how-ventas-used-machine-learning-and-ai-to-create-a-net-zero-plan"]},"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":[70281,79556,76731,68578],"gssp":true,"locale":"en","locales":["en","da-DK"],"defaultLocale":"en","isPreview":true,"scriptLoader":[]}</script><script type="text/javascript" src="/CD521ZmoihS6ARo3gA/pYacztLGJLc6i9/DWRZTi91cQc/Jl/gQLhALSh4"></script></body></html>

Pages: 1 2 3 4 5 6 7 8 9 10