{"id":1004775950,"date":"2025-10-29T19:25:59","date_gmt":"2025-10-30T03:25:59","guid":{"rendered":"https:\/\/www.commercialsearch.com\/news\/?p=1004775950"},"modified":"2025-10-30T07:21:17","modified_gmt":"2025-10-30T15:21:17","slug":"cdo-stack-2026-ai-outlook-for-cre","status":"publish","type":"post","link":"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/","title":{"rendered":"CDO Stack: 2026 AI Outlook for CRE"},"content":{"rendered":"\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a1150d0f0fa4&quot;}\" data-wp-interactive=\"core\/image\" class=\"wp-block-image size-large wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"1004775956\" data-permalink=\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/artificial-intelligence-ai-data-structure-technology-concepts-wide-copy-space-2\/\" data-orig-file=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934.jpg\" data-orig-size=\"1200,628\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;Getty Images&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;Artificial intelligence data structure concepts. 3D render&quot;,&quot;created_timestamp&quot;:&quot;1748131200&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;Artificial Intelligence. AI Data Structure. Technology Concepts. Wide. Copy Space&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"iStock-2216994934\" data-image-description=\"&lt;p&gt;iStock image purchased for a one time use. Do not reuse without requesting permission from the art department&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;Image by Black Jack 3D\/iStockphoto.com&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934.jpg?w=1024\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-on-async--load=\"callbacks.setButtonStyles\" data-wp-on-async-window--resize=\"callbacks.setButtonStyles\" height=\"536\" width=\"1024\" src=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934.jpg?w=1024\" alt=\"Artificial intelligence data structure concepts. 3D render\" class=\"wp-image-1004775956\" srcset=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934.jpg 1200w, https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934.jpg?resize=300,157 300w, https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934.jpg?resize=768,402 768w, https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934.jpg?resize=1024,536 1024w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on-async--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\"><em>Image by Black Jack 3D\/iStockphoto.com<\/em><\/figcaption><\/figure>\n\n\n\n<p>Based on significant feedback (thank you), my last column about the role of humans in a commercial real estate world with increasingly greater adoption of artificial intelligence seemed to resonate.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-fl-body-text-color has-text-color has-background wp-element-button\" href=\"https:\/\/mydigitalpublication.com\/publication\/?i=855993\" style=\"background-color:#1bb1ae\" target=\"_blank\" rel=\"noreferrer noopener nofollow\"><strong>READ THE MAGAZINE<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"wp-block-image\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a1150d0f20be&quot;}\" data-wp-interactive=\"core\/image\" class=\"alignright size-large is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"620\" data-attachment-id=\"1004311820\" data-permalink=\"https:\/\/www.commercialsearch.com\/news\/how-to-take-your-cre-data-to-the-bank\/john_dangelo\/\" data-orig-file=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2019\/03\/John_DAngelo.jpg\" data-orig-size=\"800,620\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;8&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;NIKON D3&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;1537782719&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;70&quot;,&quot;iso&quot;:&quot;500&quot;,&quot;shutter_speed&quot;:&quot;0.00625&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"John_DAngelo\" data-image-description=\"&lt;p&gt;John D&#8217;Angelo&lt;\/p&gt;\n\" data-image-caption=\"&lt;p&gt;CDO Stack: Smarter Buildings Can Be More Sustainable&lt;\/p&gt;\n\" data-large-file=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2019\/03\/John_DAngelo.jpg?w=800\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on-async--click=\"actions.showLightbox\" data-wp-on-async--load=\"callbacks.setButtonStyles\" data-wp-on-async-window--resize=\"callbacks.setButtonStyles\" src=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2019\/03\/John_DAngelo.jpg?w=800\" alt=\"John D'Angelo\" class=\"wp-image-1004311820\" style=\"width:400px\" srcset=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2019\/03\/John_DAngelo.jpg 800w, https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2019\/03\/John_DAngelo.jpg?resize=300,233 300w, https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2019\/03\/John_DAngelo.jpg?resize=768,595 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on-async--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">John D&#8217;Angelo<\/figcaption><\/figure><\/div>\n\n\n<p>This quarter we\u2019re going back to a focus on AI, coinciding with the release of Deloitte\u2019s annual Commercial Real Estate Outlook for 2026. As an admitted commercial real estate geek, I\u2019m always excited to see the results of the primary research we conduct in preparation for the outlook. Our methodology is fairly consistent, but we vary the questions we ask, depending on the market and what we\u2019re seeking to better understand. While we typically ask a range of questions about technology-related matters, this year our focus was on AI uses and adoption.<\/p>\n\n\n\n<p>First, a bit of background. Our survey responses came from over 850 individuals in the C-suite of commercial real estate companies (as well as their direct reports) with at least $250 million assets under management, across owners, developers and investors who were split fairly evenly between North America, EMEA and APAC. We asked a number of questions to understand how leaders at these companies view the market, what they\u2019re worried about, where they see opportunities and how they\u2019re leveraging or planning to leverage enabling technologies. Our respondents remain optimistic about the market in the year ahead, although we saw that optimism wane slightly from last year\u2019s survey respondents. Top worries were related to capital availability, continued elevated interest rates, cost of capital and currency volatility. Interestingly, concerns about regional political instability and cybersecurity fell significantly relative to last year. As dynamics consistently change, it\u2019s worth noting that our polling was conducted in June and July.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote has-text-color has-link-color wp-elements-e9a5e3f82ea09a015b2be3f6d30af2d8 is-layout-flow wp-block-quote-is-layout-flow\" style=\"color:#3d5360\">\n<p><strong>(AI) is no less magical, we\u2019ve just become accustomed to the magic.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>So what about AI? We asked respondents where they are on a spectrum of adoption\u2014from \u201cno interest, not pursuing AI\u201d to \u201cfully realized adoption and reaping benefits that are transformational.\u201d One percent of those surveyed are on the \u201cno interest, not pursuing AI\u201d part of the spectrum\u2014unchanged from last year. Those who reported transformational benefits and full deployment shrank from 12 percent last year to 1 percent this year. Interestingly, the number of respondents who noted incremental operational improvements also fell sharply, from 24 percent last year to just 7 percent this year, with those reporting mixed results staying roughly the same (25 percent). Those reporting implementation challenges because of technical or data issues rose significantly from 16 percent last year to 27 percent this year. We also saw an increase among respondents who reported benefits that undershot expectations, from 14 to 21 percent.<\/p>\n\n\n\n<p>What\u2019s happening here? Some of it is likely due to a dampening of enthusiasm and move from confirmation bias to a sober appraisal of actual benefits. Some is probably a slight reset in the definition of what \u201ctransformational\u201d means. And some is likely expectations being adjusted as we become accustomed to what initially seemed magical; it\u2019s no less magical, we\u2019ve just become accustomed to the magic. In any case, the survey feedback we\u2019ve received this year matches what we\u2019re seeing and experiencing among our client base.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote has-text-color has-link-color wp-elements-fccf08f5761d57e8c4fe57d9ffc6f7fd is-layout-flow wp-block-quote-is-layout-flow\" style=\"color:#3d5360\">\n<p><strong>Wherever you are in your AI journey, know that you likely are in good company.<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p>We also asked what form AI adoption is taking. Unsurprisingly, 56 percent of respondents who are planning for, implementing or leveraging AI functionality are seeing that functionality come through applications that are already in the enterprise. Specifically, 22 percent come from AI functionality being embedded in industry-specific applications (think property management or resident engagement), 18 percent from enterprise applications (think ERP or CRM) and 16 percent from productivity applications (collaboration tools, email, etc.).<\/p>\n\n\n\n<p>Wherever you are in your AI journey, know that you likely are in good company. While this year\u2019s results reflect the reality that applying AI solutions in the enterprise isn\u2019t simple and requires realistic expectations for the effort it takes to implement and adopt solutions, there are also applications simply being embedded in tools already in use. Like so many technologies, change isn\u2019t easy, instant or seamless.<\/p>\n\n\n\n<p><a href=\"mailto:johndangelo@deloitte.com\"><em>John D\u2019Angelo<\/em><\/a><em>&nbsp;is a managing director with Deloitte Services LP and the real estate solutions leader, designing solutions to address client challenges and push the industry forward. With over 30 years of experience as a management consultant to the global real estate industry, John has helped some of the biggest names in real estate leverage technology and use data to optimize and transform their operations.<\/em><\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-text-align-center has-background\" style=\"background-color:#16a19a33\"><em><a href=\"https:\/\/mydigitalpublication.com\/publication\/?i=855993\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Read the November 2025 issue of CPE.<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Early enthusiasm has been replaced by a more practical view, writes Deloitte\u2019s John D\u2019Angelo.  <\/p>\n","protected":false},"author":1119,"featured_media":1004775955,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[52688,39191,1521,51037],"tags":[32782],"class_list":["post-1004775950","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-rc-cfo-corner","category-digital","category-trends","tag-deloitte"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.4 (Yoast SEO v24.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>CDO Stack: 2026 AI Outlook for CRE - Commercial Property Executive<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"CDO Stack: 2026 AI Outlook for CRE\" \/>\n<meta property=\"og:description\" content=\"Early enthusiasm has been replaced by a more practical view, writes Deloitte\u2019s John D\u2019Angelo.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/\" \/>\n<meta property=\"og:site_name\" content=\"Commercial Property Executive\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/CPExecutive\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-30T03:25:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-30T15:21:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934-featured.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"John D&#039;Angelo\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@cpexecutive\" \/>\n<meta name=\"twitter:site\" content=\"@cpexecutive\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/\",\"url\":\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/\",\"name\":\"CDO Stack: 2026 AI Outlook for CRE - Commercial Property Executive\",\"isPartOf\":{\"@id\":\"https:\/\/www.commercialsearch.com\/news\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934-featured.jpg\",\"datePublished\":\"2025-10-30T03:25:59+00:00\",\"dateModified\":\"2025-10-30T15:21:17+00:00\",\"author\":{\"@id\":\"https:\/\/www.commercialsearch.com\/news\/#\/schema\/person\/64705160706d96e1f3ff327abfd8fb13\"},\"breadcrumb\":{\"@id\":\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.commercialsearch.com\/news\/cdo-stack-2026-ai-outlook-for-cre\/#primaryimage\",\"url\":\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934-featured.jpg\",\"contentUrl\":\"https:\/\/www.commercialsearch.com\/news\/wp-content\/uploads\/sites\/46\/2025\/10\/iStock-2216994934-featured.jpg\",\"width\":1200,\"height\":900,\"caption\":\"CDO Stack. 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