{"id":537479,"date":"2026-04-22T11:05:55","date_gmt":"2026-04-22T11:05:55","guid":{"rendered":"https:\/\/www.capgemini.com\/pt-en\/?post_type=research-and-insight&#038;p=537479"},"modified":"2026-04-22T11:05:59","modified_gmt":"2026-04-22T11:05:59","slug":"from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/pt-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/","title":{"rendered":"From pilots to real impact: How enterprises actually scale agentic AI"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/03\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:61% 61%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Agentic AI<\/span><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">From pilots to real impact: How enterprises actually scale agentic AI<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles addPadding\"><a class=\"button-download--small\" type=\"download\" href=\"#linkToForm\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><span>Download our PoV<\/span><span class=\"type\">15 MB pdf<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-group section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"grid-container\"><div class=\"col-12 col-md-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1210410\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/shareArticle?url=https:\/\/www.capgemini.com\/?post_type=research-and-insight&amp;p=1210410\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div><div class=\"article-text article-quote-text\">\n<h2 class=\"wp-block-heading\" id=\"h-why-95-of-ai-agents-never-reach-production-and-what-the-top-5-are-doing-differently\">Why 95% of AI agents never reach production \u2013 and what the top 5% are doing differently<\/h2>\n\n\n\n<p>Enterprises today have no shortage of AI pilots. What they do lack is impact at scale. Even with strong proofs of concept, most agentic AI initiatives stall because they aren\u2019t built into the fabric of the enterprise \u2013 its workflows, data, governance, and operational ecosystem. The result? A landscape filled with promising experiments that never make it past the demo stage.<\/p>\n\n\n\n<p>Scaling agentic AI&nbsp;isn\u2019t&nbsp;about doing a bigger or more advanced pilot.&nbsp;It\u2019s&nbsp;an entirely different challenge \u2013 one that requires engineering AI into&nbsp;real business&nbsp;processes, shaping a balanced model of autonomy and human oversight, and&nbsp;operating&nbsp;secure, compliant systems across complex cloud environments. Without these foundations, even the most innovative concepts fail quietly when they collide with real\u2011world enterprise complexity.&nbsp;&nbsp;<\/p>\n\n\n\n<p>The organizations that are succeeding have something in common: they engineer for scale from day one.&nbsp;They\u2019re&nbsp;not just building smarter agents \u2013&nbsp;they\u2019re&nbsp;building business\u2011ready agents. And&nbsp;they\u2019re&nbsp;using frameworks like&nbsp;<a href=\"https:\/\/www.capgemini.com\/solutions\/raise-reliable-ai-solution-engineering\/\">Capgemini RAISE\u2122<\/a>&nbsp;to design, deploy, and&nbsp;operate&nbsp;AI systems that deliver measurable value across the organization.&nbsp;&nbsp;<\/p>\n\n\n\n<p>But why do so&nbsp;many efforts&nbsp;stall? Because enterprises often move forward without AI\u2011ready data, without clear operating models, and without the guardrails needed to manage risk and ensure traceable decisions. Scaling requires more than experimentation \u2013 it requires&nbsp;a holistic approach&nbsp;that connects agents to enterprise logic, tools, performance metrics, and governance.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Real scaling comes from strong foundations, engineered workflows, and AI that is deeply aligned to how the business actually runs.<br><br>Ready to turn pilots into real performance?<br><br>Fill the form to read our POV!<br><br>Let\u2019s build AI that scales \u2013 intelligently, securely, and with measurable impact.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-autocloud-form autocloudform\"><div class=\"section--autoCloud-form\"><div class=\"wrapperAutoCloudSection\" id=\"linkToForm\"><div class=\"container\"><div class=\"row\"><div class=\"col-md-12 col-lg-6 left-img align-self-center escaper-left\"><\/div><div class=\"col-md-12 \"><div class=\"autoCloudForm\"><h3 class=\"formHelpText\">Contact us<\/h3>\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_1210414_47112798\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"1210414\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"e7547fe114\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\t\t\t\t\t<p>Thank You! 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