{"id":33150,"date":"2026-07-08T08:38:24","date_gmt":"2026-07-08T06:38:24","guid":{"rendered":"https:\/\/www.digital-chiefs.de\/?p=33150"},"modified":"2026-07-21T12:55:33","modified_gmt":"2026-07-21T10:55:33","slug":"how-decision-makers-will-actually-use-ai-by-2026","status":"publish","type":"post","link":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/","title":{"rendered":"How Decision-Makers Will Actually Use AI by 2026"},"content":{"rendered":"<p style=\"display:inline-block;background:#d65663;color:#fff;padding:4px 14px;border-radius:20px;font-size:0.85em;margin-bottom:18px;\">6 min read<\/p>\n<p class=\"lead\"><strong>HBR\u2019s analysis of more than 12,000 real-world deployments reveals a clear pattern: the companies that scale AI don\u2019t treat it as a technology project; they treat it as a budget and ownership decision. The other 70 percent churn out pilots that never make it into the P&#038;L.<\/strong><\/p>\n<div style=\"background:#f6f1e6;border-left:4px solid #d65663;border-radius:0 8px 8px 0;padding:22px 26px;margin:28px 0 34px;\">\n<p style=\"margin:0 0 14px 0;font-size:0.76em;font-weight:700;text-transform:uppercase;letter-spacing:0.16em;color:#c0414e;\">Key Takeaways<\/p>\n<ul style=\"margin:0;padding-left:22px;color:#23303f;line-height:1.6;\">\n<li style=\"margin-bottom:8px;\"><strong style=\"color:#0d1b2a;\">Current state:<\/strong> Only about 30 percent of documented AI initiatives reach production with measurable value contribution. The majority stall in the pilot phase.<\/li>\n<li style=\"margin-bottom:8px;\"><strong style=\"color:#0d1b2a;\">Levers:<\/strong> Successful cases have a P&#038;L owner (usually the CFO or COO) as co-sponsor from day one and a hard kill criterion after 90 days.<\/li>\n<li style=\"margin-bottom:8px;\"><strong style=\"color:#0d1b2a;\">Outcome:<\/strong> Launching \u201cuse-case workshops\u201d without a budget owner still produces expensive learning curves instead of scalable systems.<\/li>\n<\/ul>\n<\/div>\n<h2>What the 12,000 cases really reveal<\/h2>\n<p>Harvard Business Review evaluated one of the largest collections of real-world AI deployments in 2026-no surveys, no hypotheticals, just documented projects from companies with more than 1,000 employees. The result is both sobering and precise.<\/p>\n<div class=\"stat\">\n<p class=\"stat-label\">The number that sets the direction<\/p>\n<p><strong>68 percent.<\/strong> of the analyzed projects remained stuck at prototypes or limited pilots. Only 29 percent reached a stage where value contribution was regularly measured and operations handed off to the line organization. The remaining 3 percent were later shut down. <span class=\"source\">Source: HBR, analysis of 12,000+ AI cases, 2026.<\/span>\n<\/div>\n<p>What matters is not the technology. The successful cases used largely the same models and platforms as the failed ones. The difference lies in the anchoring before the first prompt. The data also show that the gap between \u201cpilot live\u201d and \u201cvalue contribution on the balance sheet\u201d averages 14 months-and in many cases is never closed.<\/p>\n<h2>Three usage clusters that scale<\/h2>\n<p>The analysis identifies three patterns that recur in scaling projects-and are missing in most others.<br \/>\n<strong>1. The P&#038;L anchor.<\/strong> In the cases that scale, a business owner with profit-and-loss responsibility is at the table from the start. Not as a \u201cstakeholder,\u201d but as a co-decision-maker on scope, budget, and termination criteria. In DACH companies this is often the CFO or a division head who will ultimately bear the costs. Without this anchor, AI becomes a cost center nobody defends when the next budget cycle arrives.<br \/>\n<strong>2. The hard 90-day rule.<\/strong> Successful teams define three measurable criteria before the first sprint; missing any triggers automatic project termination. Typical examples: break-even on a defined user cohort within 90 days or a reduction in a specific process time by at least 18 percent while maintaining quality. Without this rule, pilots morph into permanent experiments that tie up resources and erode credibility.<br \/>\n<strong>3. Platform over use-case collection.<\/strong> Scaling companies build an early, lean but mandatory platform layer (data, access rights, logging, FinOps). The others launch dozens of use cases in parallel on different tools and later wonder why governance costs and inconsistencies skyrocket. The platform isn\u2019t decoration-it\u2019s the prerequisite for the second and third use case to cost less than the first.<\/p>\n<h2>Why the DACH Numbers Are Tougher<\/h2>\n<p>The HBR data is global. For German and Austrian companies, an additional layer comes into play: organizational and regulatory friction is systematically higher. Works councils and co-determination extend the time from pilot to rollout by an average of four to seven months-this isn\u2019t a bug, it\u2019s reality. Ignoring it means planning with American or Asian assumptions and failing at the first escalation. Procurement processes and legacy contracts add to the challenge.<\/p>\n<div style=\"display:flex;flex-wrap:wrap;gap:16px;margin:32px 0;\">\n<div style=\"flex:1;min-width:140px;background:#fff;border:1px solid #e7e1d4;border-radius:10px;padding:18px 16px;box-shadow:0 6px 22px rgba(13,27,42,0.05);\">\n<div style=\"font-size:0.7rem;font-weight:700;text-transform:uppercase;letter-spacing:0.1em;color:#c0414e;margin-bottom:4px;\">Key Figure<\/div>\n<div style=\"font-size:1.6rem;font-weight:700;color:#0d1b2a;line-height:1.1;\">68%<\/div>\n<div style=\"font-size:0.85rem;color:#23303f;margin-top:6px;\">of projects remain stuck at pilot stage.<\/div><\/div>\n<div style=\"flex:1;min-width:140px;background:#fff;border:1px solid #e7e1d4;border-radius:10px;padding:18px 16px;box-shadow:0 6px 22px rgba(13,27,42,0.05);\">\n<div style=\"font-size:0.7rem;font-weight:700;text-transform:uppercase;letter-spacing:0.1em;color:#c0414e;margin-bottom:4px;\">DACH Effect<\/div>\n<div style=\"font-size:1.6rem;font-weight:700;color:#0d1b2a;line-height:1.1;\">4.2<\/div>\n<div style=\"font-size:0.85rem;color:#23303f;margin-top:6px;\">Months of delay due to co-determination (>5k employees)<\/div><\/div>\n<div style=\"flex:1;min-width:140px;background:#fff;border:1px solid #e7e1d4;border-radius:10px;padding:18px 16px;box-shadow:0 6px 22px rgba(13,27,42,0.05);\">\n<div style=\"font-size:0.7rem;font-weight:700;text-transform:uppercase;letter-spacing:0.1em;color:#c0414e;margin-bottom:4px;\">Success Lever<\/div>\n<div style=\"font-size:1.6rem;font-weight:700;color:#0d1b2a;line-height:1.1;\">2.3\u00d7<\/div>\n<div style=\"font-size:0.85rem;color:#23303f;margin-top:6px;\">Higher success rate when factored into the business case.<\/div><\/div>\n<div style=\"flex:1;min-width:140px;background:#div style=\"flex:1;min-width:140px;background:#fff;border:1px solid #e7e1d4;border-radius:10px;padding:18px 16px;box-shadow:0 6px 22px rgba(13,27,42,0.05);\">\n<div style=\"font-size:0.7rem;font-weight:700;text-transform:uppercase;letter-spacing:0.1em;color:#c0414e;margin-bottom:4px;\">Ownership<\/div>\n<div style=\"font-size:1.6rem;font-weight:700;color:#0d1b2a;line-height:1.1;\">19%<\/div>\n<div style=\"font-size:0.85rem;color:#23303f;margin-top:6px;\">More projects with CFO co-sponsorship reach production.<\/div><\/div>\n<\/div>\n<h2>The Lever That the Winners Pull<\/h2>\n<p>The decisive difference isn\u2019t the algorithm. It\u2019s who ultimately owns the outcome. In scaling cases, there\u2019s a clearly designated sponsor whose bonus or budget in the next cycle hinges on the result. That creates a completely different discipline around scope, data quality, and change management than in run-of-the-mill \u201cdigital-office\u201d projects. The HBR data also reveals: companies that launch AI as a cost center scale less often than those that treat it as an investment with a clear ROI model. The distinction isn\u2019t semantic-it determines whether the CFO still defends the project after nine months or quietly buries it. In the successful cases, success metrics weren\u2019t defined by the project team but by the future operations lead.<\/p>\n<blockquote><p>\u201cWe stopped collecting use cases. Instead, we set a single KPI that the department head personally owns. Suddenly, everything else fell into place.\u201d<br \/><cite>\u2013 CIO of a mechanical-engineering group, DACH, 2026<\/cite><\/p><\/blockquote>\n<h2>Counterpoint: Why Some Pilots Are Still Valuable<\/h2>\n<p>Not every pilot must scale. The analysis also shows cases where experimentation was deliberately used to build competence or assess a strategic risk. The difference from failed projects lies in the conscious decision and a clear time limit. Yet anyone still running a third pilot without a platform or ownership rule isn\u2019t generating a learning curve-only costs. The 12,000 cases clearly distinguish between \u201ccontrolled learning\u201d and \u201cdiffuse experimentation without exit criteria.\u201d<\/p>\n<h2>What this means for the next 90 days<\/h2>\n<p>Whoever launches a new AI initiative now should lock in three things before the first workshop:<\/p>\n<ol>\n<li>Appoint a business owner with P&#038;L responsibility \u2013 not just as a \u201csupporter.\u201d<\/li>\n<li>Document and communicate three hard stop-loss criteria after 90 days to senior management.<\/li>\n<li>Resolve the platform question before the use-case question: who operates it, who pays for it, who decides on extensions.<\/li>\n<\/ol>\n<p>Without these three elements, the odds rise that this project will join the 12,000-case graveyard of unscalable pilots. Technology is now the smallest part of the equation.<\/p>\n<h2 style=\"padding-top:64px;margin-bottom:20px;\">Frequently Asked Questions<\/h2>\n<details>\n<summary><strong>How many use cases should you launch in parallel?<\/strong><\/summary>\n<p>In the analysis, scaling companies typically started with one to a maximum of three, expanding only after successful platform validation. More than five parallel pilots without a shared infrastructure correlates strongly with failure. Governance and context-switching costs grow faster than the learning payoff.<br \/>\n<\/details>\n<details>\n<summary><strong>What about generative tools like ChatGPT Enterprise or Copilot?<\/strong><\/summary>\n<p>These tools scale quickly for individual productivity. HBR case studies, however, show that the major value contribution almost always comes from process-integrated systems, not general-purpose assistants. Both are legitimate \u2013 just not interchangeable. Gains in individual productivity are easier to capture than sustainable process-cost reductions.<br \/>\n<\/details>\n<details>\n<summary><strong>How do you handle the works council without derailing the project?<\/strong><\/summary>\n<p>Successful DACH examples brought the works council in early as a co-designer, not a roadblock. That means sharing concrete data on job impacts and agreeing on transparency and co-determination before the first pilot. It takes time up front, but prevents escalations and renegotiations under deadline pressure later.<br \/>\n<\/details>\n<details>\n<summary><strong>Is naming a \u201chead of AI\u201d enough?<\/strong><\/summary>\n<p>Only if that person also owns the budget and the results. Pure staff roles without P&#038;L ties produced significantly more unscalable pilots in the analysis than line managers with direct cost accountability.<br \/>\n<\/details>\n<div class=\"network\"> <\/div>\n<p style=\"margin:32px 0 12px 0;font-size:0.78em;font-weight:700;text-transform:uppercase;letter-spacing:0.18em;color:#666;\">More from the MBF Media Network<\/p>\n<div style=\"padding:14px 18px;border-left:3px solid #0bb7fd;background:#fafafa;margin-bottom:6px;\">\n<div style=\"font-size:0.7em;font-weight:700;color:#0bb7fd;text-transform:uppercase;letter-spacing:0.12em;margin-bottom:4px;\">cloudmagazin<\/div>\n<p>\t<a href=\"https:\/\/www.cloudmagazin.com\/2026\/06\/06\/finops-multi-cloud-ki-inferenz-kosten\/\" style=\"font-weight:600;line-height:1.4;color:#1a1a1a;text-decoration:none;\">When the AI bill blows up the cloud budget<\/a>\n<\/div>\n<div style=\"padding:14px 18px;border-left:3px solid #202528;background:#fafafa;\">\n<div style=\"font-size:0.7em;font-weight:700;color:#202528;text-transform:uppercase;letter-spacing:0.12em;margin-bottom:4px;\">mybusinessfuture<\/div>\n<p>\t<a href=\"https:\/\/mybusinessfuture.com\/95-prozent-der-ki-piloten-bringen-nichts-5-prozent-schon\/\" style=\"font-weight:600;line-height:1.4;color:#1a1a1a;text-decoration:none;\">95 percent of AI pilots deliver nothing; 5 percent already deliver<\/a>\n<\/div>\n<p style=\"font-size:0.82rem;color:#5a6573;font-style:italic;text-align:right;margin-top:32px;\">Image source: AI-generated (July 2026).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI scaling depends on the budget, not the technology: Why only 30 percent of pilots make the leap into the balance sheet.<\/p>\n","protected":false},"author":114,"featured_media":32256,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"","_yoast_wpseo_title":"How Decision-Makers Will Actually Use AI by 2026","_yoast_wpseo_metadesc":"AI scaling depends on the budget, not the technology: Why only 30 percent of pilots make the leap into the balance sheet.","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_opengraph-image-id":0,"_yoast_wpseo_twitter-image":"","_yoast_wpseo_twitter-image-id":0,"featured_post_sortierung":0,"featured_post":0,"pre_headline":"","bildquelle":"","teasertext":"","language":"de","_evm_translation_lang":"","_wp_old_slug":[],"footnotes":""},"categories":[708,645],"tags":[],"class_list":["post-33150","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ki-daten","category-new-work-leadership","entry"],"wpml_language":"en","wpml_translation_of":32251,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>How Decision-Makers Will Actually Use AI by 2026<\/title>\n<meta name=\"description\" content=\"AI scaling depends on the budget, not the technology: Why only 30 percent of pilots make the leap into the balance sheet.\" \/>\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.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Decision-Makers Will Actually Use AI by 2026\" \/>\n<meta property=\"og:description\" content=\"AI scaling depends on the budget, not the technology: Why only 30 percent of pilots make the leap into the balance sheet.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/\" \/>\n<meta property=\"og:site_name\" content=\"Digital Chiefs\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/digitalchiefs\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-08T06:38:24+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-21T10:55:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Tobias Massow\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@digital_chiefs\" \/>\n<meta name=\"twitter:site\" content=\"@digital_chiefs\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tobias Massow\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/\"},\"author\":{\"name\":\"Tobias Massow\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#\/schema\/person\/7a9e40318a8c36352e7a694f6df4d5c8\"},\"headline\":\"How Decision-Makers Will Actually Use AI by 2026\",\"datePublished\":\"2026-07-08T06:38:24+00:00\",\"dateModified\":\"2026-07-21T10:55:33+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/\"},\"wordCount\":587,\"publisher\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg\",\"articleSection\":[\"KI &amp; Daten\",\"New Work & Leadership\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/\",\"url\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/\",\"name\":\"How Decision-Makers Will Actually Use AI by 2026\",\"isPartOf\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg\",\"datePublished\":\"2026-07-08T06:38:24+00:00\",\"dateModified\":\"2026-07-21T10:55:33+00:00\",\"description\":\"AI scaling depends on the budget, not the technology: Why only 30 percent of pilots make the leap into the balance sheet.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#primaryimage\",\"url\":\"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg\",\"contentUrl\":\"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg\",\"width\":1280,\"height\":720,\"caption\":\"KI-generiertes Beitragsbild: abstrakte Editorial-Illustration zu KI-Skalierung und P&L-Ownership\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\/\/www.digital-chiefs.de\/en\/home\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Decision-Makers Will Actually Use AI by 2026\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#website\",\"url\":\"https:\/\/www.digital-chiefs.de\/en\/\",\"name\":\"Digital Chiefs\",\"description\":\"Architekten des digitalen Deutschlands\",\"publisher\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.digital-chiefs.de\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#organization\",\"name\":\"Digital Chiefs\",\"url\":\"https:\/\/www.digital-chiefs.de\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2020\/05\/cropped-digital-chiefs-logo-klein.jpg\",\"contentUrl\":\"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2020\/05\/cropped-digital-chiefs-logo-klein.jpg\",\"width\":190,\"height\":190,\"caption\":\"Digital Chiefs\"},\"image\":{\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/digitalchiefs\/\",\"https:\/\/x.com\/digital_chiefs\",\"https:\/\/www.linkedin.com\/company\/digital-chiefs\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.digital-chiefs.de\/en\/#\/schema\/person\/7a9e40318a8c36352e7a694f6df4d5c8\",\"name\":\"Tobias Massow\",\"description\":\"Tobias Massow ist Gesch\u00e4ftsf\u00fchrer der Evernine Media GmbH und Herausgeber von Digital Chiefs. Er verantwortet die strategische Ausrichtung des Magazins und des MBF Media Netzwerks.\",\"sameAs\":[\"https:\/\/www.linkedin.com\/in\/tobias-massow\/\"],\"url\":\"https:\/\/www.digital-chiefs.de\/en\/author\/tobias\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How Decision-Makers Will Actually Use AI by 2026","description":"AI scaling depends on the budget, not the technology: Why only 30 percent of pilots make the leap into the balance sheet.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/","og_locale":"en_US","og_type":"article","og_title":"How Decision-Makers Will Actually Use AI by 2026","og_description":"AI scaling depends on the budget, not the technology: Why only 30 percent of pilots make the leap into the balance sheet.","og_url":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/","og_site_name":"Digital Chiefs","article_publisher":"https:\/\/www.facebook.com\/digitalchiefs\/","article_published_time":"2026-07-08T06:38:24+00:00","article_modified_time":"2026-07-21T10:55:33+00:00","og_image":[{"width":1280,"height":720,"url":"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg","type":"image\/jpeg"}],"author":"Tobias Massow","twitter_card":"summary_large_image","twitter_creator":"@digital_chiefs","twitter_site":"@digital_chiefs","twitter_misc":{"Written by":"Tobias Massow","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#article","isPartOf":{"@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/"},"author":{"name":"Tobias Massow","@id":"https:\/\/www.digital-chiefs.de\/en\/#\/schema\/person\/7a9e40318a8c36352e7a694f6df4d5c8"},"headline":"How Decision-Makers Will Actually Use AI by 2026","datePublished":"2026-07-08T06:38:24+00:00","dateModified":"2026-07-21T10:55:33+00:00","mainEntityOfPage":{"@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/"},"wordCount":587,"publisher":{"@id":"https:\/\/www.digital-chiefs.de\/en\/#organization"},"image":{"@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#primaryimage"},"thumbnailUrl":"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg","articleSection":["KI &amp; Daten","New Work & Leadership"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/","url":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/","name":"How Decision-Makers Will Actually Use AI by 2026","isPartOf":{"@id":"https:\/\/www.digital-chiefs.de\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#primaryimage"},"image":{"@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#primaryimage"},"thumbnailUrl":"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg","datePublished":"2026-07-08T06:38:24+00:00","dateModified":"2026-07-21T10:55:33+00:00","description":"AI scaling depends on the budget, not the technology: Why only 30 percent of pilots make the leap into the balance sheet.","breadcrumb":{"@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#primaryimage","url":"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg","contentUrl":"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/07\/dc-ki-nutzung-cover.jpg","width":1280,"height":720,"caption":"KI-generiertes Beitragsbild: abstrakte Editorial-Illustration zu KI-Skalierung und P&L-Ownership"},{"@type":"BreadcrumbList","@id":"https:\/\/www.digital-chiefs.de\/en\/how-decision-makers-will-actually-use-ai-by-2026\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/www.digital-chiefs.de\/en\/home\/"},{"@type":"ListItem","position":2,"name":"How Decision-Makers Will Actually Use AI by 2026"}]},{"@type":"WebSite","@id":"https:\/\/www.digital-chiefs.de\/en\/#website","url":"https:\/\/www.digital-chiefs.de\/en\/","name":"Digital Chiefs","description":"Architekten des digitalen Deutschlands","publisher":{"@id":"https:\/\/www.digital-chiefs.de\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.digital-chiefs.de\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.digital-chiefs.de\/en\/#organization","name":"Digital Chiefs","url":"https:\/\/www.digital-chiefs.de\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.digital-chiefs.de\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2020\/05\/cropped-digital-chiefs-logo-klein.jpg","contentUrl":"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2020\/05\/cropped-digital-chiefs-logo-klein.jpg","width":190,"height":190,"caption":"Digital Chiefs"},"image":{"@id":"https:\/\/www.digital-chiefs.de\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/digitalchiefs\/","https:\/\/x.com\/digital_chiefs","https:\/\/www.linkedin.com\/company\/digital-chiefs\/"]},{"@type":"Person","@id":"https:\/\/www.digital-chiefs.de\/en\/#\/schema\/person\/7a9e40318a8c36352e7a694f6df4d5c8","name":"Tobias Massow","description":"Tobias Massow ist Gesch\u00e4ftsf\u00fchrer der Evernine Media GmbH und Herausgeber von Digital Chiefs. Er verantwortet die strategische Ausrichtung des Magazins und des MBF Media Netzwerks.","sameAs":["https:\/\/www.linkedin.com\/in\/tobias-massow\/"],"url":"https:\/\/www.digital-chiefs.de\/en\/author\/tobias\/"}]}},"_links":{"self":[{"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/posts\/33150","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/users\/114"}],"replies":[{"embeddable":true,"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/comments?post=33150"}],"version-history":[{"count":1,"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/posts\/33150\/revisions"}],"predecessor-version":[{"id":33151,"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/posts\/33150\/revisions\/33151"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/media\/32256"}],"wp:attachment":[{"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/media?parent=33150"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/categories?post=33150"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.digital-chiefs.de\/en\/wp-json\/wp\/v2\/tags?post=33150"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}