{"id":690618,"date":"2026-04-21T01:39:06","date_gmt":"2026-04-21T05:39:06","guid":{"rendered":"https:\/\/www.capgemini.com\/ca-en\/?post_type=research-and-insight&#038;p=690618"},"modified":"2026-04-22T23:36:26","modified_gmt":"2026-04-23T03:36:26","slug":"from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/ca-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_690640_2310109198\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_1112043_1595_1255135884\" name=\"_mf_1112043_1595\" placeholder=\"First name\" required \/><label for=\"_mf_1112043_1595_1255135884\" class=\"form-label\">First name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">First name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_1035787_2559_1027490309\" name=\"_mf_1035787_2559\" placeholder=\"Last name\" required \/><label for=\"_mf_1035787_2559_1027490309\" class=\"form-label\">Last name <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Last name is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"email\" class=\"form-control\" id=\"_mf_1035787_7114_503754016\" name=\"_mf_1035787_7114\" placeholder=\"Email\" required \/><label for=\"_mf_1035787_7114_503754016\" class=\"form-label\">Email <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Email is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_1035787_8902_1315888981\" name=\"_mf_1035787_8902\" placeholder=\"Company\" required \/><label for=\"_mf_1035787_8902_1315888981\" class=\"form-label\">Company <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Company is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_1035787_1878_1707815095\" name=\"_mf_1035787_1878\" placeholder=\"Job title\" required \/><label for=\"_mf_1035787_1878_1707815095\" class=\"form-label\">Job title <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Job title is not valid.<\/div><\/div>\t\t<div class=\"mf_field mf_field--country mf_field--select floating form-country-select-parent mf-required\">\n\n\t\t\t<label for=\"_mf_1112255_365_3502554515\" class=\"floating__label form-country-select-label\" data-content=\"Country\">\n\t\t\t\t<span class=\"floating-label-content\">Country<\/span>\n\t\t\t<\/label>\n\n\t\t\t<div class=\"select-wrap\">\n<i class=\"icon icon-zodiak-chevron-down\"><\/i>\n\t\t\t\t<select id=\"_mf_1112255_365_3502554515\" class=\"mf_field__input empty mf-country-selectbox form_country_select\" name=\"_mf_1112255_365\" data-validate=\"select\" required>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"\"  selected='selected'>Country<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AF\" >Afghanistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AX\" >Aland Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AL\" >Albania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DZ\" >Algeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AS\" >American Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AD\" >Andorra<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AO\" >Angola<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AI\" >Anguilla<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AQ\" >Antarctica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AG\" >Antigua And Barbuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AR\" >Argentina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AM\" >Armenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AW\" >Aruba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AU\" >Australia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AT\" >Austria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AZ\" >Azerbaijan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BS\" >Bahamas<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BH\" >Bahrain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BD\" >Bangladesh<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BB\" >Barbados<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BY\" >Belarus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BE\" >Belgium<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BZ\" >Belize<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BJ\" >Benin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BM\" >Bermuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BT\" >Bhutan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BO\" >Bolivia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BA\" >Bosnia And Herzegovina<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BW\" >Botswana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BV\" >Bouvet Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BR\" >Brazil<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IO\" >British Indian Ocean Territory<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BN\" >Brunei Darussalam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BG\" >Bulgaria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BF\" >Burkina Faso<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BI\" >Burundi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KH\" >Cambodia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CM\" >Cameroon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CA\" >Canada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CV\" >Cape Verde<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KY\" >Cayman Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CF\" >Central African Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TD\" >Chad<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CL\" >Chile<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CN\" >China<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CX\" >Christmas Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CC\" >Cocos (Keeling) Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CO\" >Colombia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KM\" >Comoros<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CG\" >Congo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CD\" >Congo, Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CK\" >Cook Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CR\" >Costa Rica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CI\" >Cote D&#039;Ivoire<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HR\" >Croatia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CU\" >Cuba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CY\" >Cyprus<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CZ\" >Czech Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DK\" >Denmark<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DJ\" >Djibouti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DM\" >Dominica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DO\" >Dominican Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EC\" >Ecuador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EG\" >Egypt<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SV\" >El Salvador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GQ\" >Equatorial Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ER\" >Eritrea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EE\" >Estonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ET\" >Ethiopia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FK\" >Falkland Islands (Malvinas)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FO\" >Faroe Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FJ\" >Fiji<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FI\" >Finland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FR\" >France<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GF\" >French Guiana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PF\" >French Polynesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TF\" >French Southern Territories<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GA\" >Gabon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GM\" >Gambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GE\" >Georgia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DE\" >Germany<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GH\" >Ghana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GI\" >Gibraltar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GR\" >Greece<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GL\" >Greenland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GD\" >Grenada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GP\" >Guadeloupe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GU\" >Guam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GT\" >Guatemala<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GG\" >Guernsey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GN\" >Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GW\" >Guinea-Bissau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GY\" >Guyana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HT\" >Haiti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HM\" >Heard Island &amp; Mcdonald Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VA\" >Holy See (Vatican City State)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HN\" >Honduras<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HK\" >Hong Kong<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HU\" >Hungary<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IS\" >Iceland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IN\" >India<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ID\" >Indonesia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IR\" >Iran, Islamic Republic Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IQ\" >Iraq<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IE\" >Ireland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IM\" >Isle Of Man<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IL\" >Israel<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IT\" >Italy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JM\" >Jamaica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JP\" >Japan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JE\" >Jersey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JO\" >Jordan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KZ\" >Kazakhstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KE\" >Kenya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KI\" >Kiribati<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KR\" >Korea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KW\" >Kuwait<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KG\" >Kyrgyzstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LA\" >Lao People&#039;s Democratic Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LV\" >Latvia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LB\" >Lebanon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LS\" >Lesotho<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LR\" >Liberia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LY\" >Libyan Arab Jamahiriya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LI\" >Liechtenstein<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LT\" >Lithuania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LU\" >Luxembourg<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MO\" >Macao<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MK\" >Macedonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MG\" >Madagascar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MW\" >Malawi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MY\" >Malaysia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MV\" >Maldives<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ML\" >Mali<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MT\" >Malta<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MH\" >Marshall Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MQ\" >Martinique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MR\" >Mauritania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MU\" >Mauritius<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YT\" >Mayotte<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MX\" >Mexico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FM\" >Micronesia, Federated States Of<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MD\" >Moldova<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MC\" >Monaco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MN\" >Mongolia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ME\" >Montenegro<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MS\" >Montserrat<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MA\" >Morocco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MZ\" >Mozambique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MM\" >Myanmar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NA\" >Namibia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NR\" >Nauru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NP\" >Nepal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NL\" >Netherlands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AN\" >Netherlands Antilles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NC\" >New Caledonia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NZ\" >New Zealand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NI\" >Nicaragua<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NE\" >Niger<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NG\" >Nigeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NU\" >Niue<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NF\" >Norfolk Island<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MP\" >Northern Mariana Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NO\" >Norway<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"OM\" >Oman<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PK\" >Pakistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PW\" >Palau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PS\" >Palestinian Territory, Occupied<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PA\" >Panama<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PG\" >Papua New Guinea<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PY\" >Paraguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PE\" >Peru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PH\" >Philippines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PN\" >Pitcairn<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PL\" >Poland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PT\" >Portugal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PR\" >Puerto Rico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"QA\" >Qatar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RE\" >Reunion<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RO\" >Romania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RU\" >Russian Federation<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RW\" >Rwanda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BL\" >Saint Barthelemy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SH\" >Saint Helena<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KN\" >Saint Kitts And Nevis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LC\" >Saint Lucia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MF\" >Saint Martin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PM\" >Saint Pierre And Miquelon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VC\" >Saint Vincent And Grenadines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WS\" >Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SM\" >San Marino<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ST\" >Sao Tome And Principe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SA\" >Saudi Arabia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SN\" >Senegal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RS\" >Serbia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SC\" >Seychelles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SL\" >Sierra Leone<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SG\" >Singapore<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SK\" >Slovakia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SI\" >Slovenia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SB\" >Solomon Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SO\" >Somalia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZA\" >South Africa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GS\" >South Georgia And Sandwich Isl.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ES\" >Spain<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LK\" >Sri Lanka<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SD\" >Sudan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SR\" >Suriname<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SJ\" >Svalbard And Jan Mayen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SZ\" >Swaziland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SE\" >Sweden<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CH\" >Switzerland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SY\" >Syrian Arab Republic<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TW\" >Taiwan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TJ\" >Tajikistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TZ\" >Tanzania<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TH\" >Thailand<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TL\" >Timor-Leste<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TG\" >Togo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TK\" >Tokelau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TO\" >Tonga<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TT\" >Trinidad And Tobago<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TN\" >Tunisia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TR\" >Turkey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TM\" >Turkmenistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TC\" >Turks And Caicos Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TV\" >Tuvalu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UG\" >Uganda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UA\" >Ukraine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AE\" >United Arab Emirates<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GB\" >United Kingdom<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"US\" >United States<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UM\" >United States Outlying Islands<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UY\" >Uruguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UZ\" >Uzbekistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VU\" >Vanuatu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VE\" >Venezuela<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VN\" >Viet Nam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VG\" >Virgin Islands, British<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VI\" >Virgin Islands, U.S.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WF\" >Wallis And Futuna<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EH\" >Western Sahara<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YE\" >Yemen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZM\" >Zambia<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZW\" >Zimbabwe<\/option>\n\t\t\t\t\t\t\t\t\t<\/select>\n\n\t\t\t\t<div class=\"invalid-feedback-frm\" role=\"alert\">Country is not valid.<\/div>\n\t\t\t<\/div>\n\n\t\t<\/div>\n\n\t\t<script type=\"text\/javascript\">\n            jQuery(document).ready(function($) {\n                $('.mf_form__form').each(function() {\n                    var $form = $(this); \/\/ This specific form instance\n\n                    \/\/ Find the country select in this form\n                    $form.find('.form_country_select').each(function() {\n                        var $select = $(this);\n\t\t\t\t\t\tvar clickCount = 0;\n                        \/\/ On change\n                        $select.on('click', function() {\n\t\t\t\t\t\t\tclickCount++;\n\t\t\t\t\t\t\tif (clickCount === 1) {\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').addClass('active');\n\t\t\t\t\t\t\t} else {\n\t\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t});\n\t\t\t\t\t\t$select.on('blur', function() {\n\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t});\n                    });\n                });\n            });\n        <\/script>\n\n\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><textarea type=\"text\" class=\"form-control\" id=\"_mf_1112255_7370_2558119841\" name=\"_mf_1112255_7370\" placeholder=\"Purpose of contact\" required><\/textarea><label for=\"_mf_1112255_7370_2558119841\" class=\"form-label\">Purpose of contact <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Purpose of contact is not valid.<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><textarea type=\"text\" class=\"form-control\" id=\"_mf_1112255_6593_1721813901\" name=\"_mf_1112255_6593\" placeholder=\"Comments\" required><\/textarea><label for=\"_mf_1112255_6593_1721813901\" class=\"form-label\">Comments <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Comments is not valid.<\/div><\/div><div class=\"mf-field-wrapper  col-sm-12\">\n\t\t<div class=\"form-check checkbox-controls\">\n\n\t\t\t<input type=\"checkbox\" id=\"_mf_1035787_7882_4063801574\" class=\"form-check-input\"\n\t\t\t\tname=\"_mf_1035787_7882[]\"\n\t\t\t\tvalue=\"1\"\n\t\t\t\trequired\n\t\t\t>\n\n\t\t\t<label for=\"_mf_1035787_7882_4063801574\" class=\"form-check-label consent-text\">\n\t\t\t\tI agree to Capgemini collecting &amp; processing my personal data to allow me to receive information on Capgemini services. For further information, please see our<a href=\"https:\/\/www.capgemini.com\/privacy-policy\/\">\r\nPrivacy Notice<\/a>. &nbsp;\t\t\t<\/label>\n\n\t\t<\/div>\n\t\t<\/div>\t\t\t<div class=\"mf_field mf_field--recaptcha\">\n\t\t\t\t<div class=\"g-recaptcha\" data-sitekey=\"6Lc3OpIUAAAAADY4ErEHF0HF6Tr7vuknduDU-fbl\"><\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"mf_field mf_field--submit\" >\n\t\t\t\t<div class=\"slide-button-background button-background\">\n\t\t\t\t\t<label for=\"slider-submit-_mf_1035787_1343\" class=\"slide-text\">\n\t\t\t\t\t\tSlide to submit\t\t\t\t\t<\/label>\n\t\t\t\t\t<input\n\t\t\t\t\t\tid=\"slider-submit-_mf_1035787_1343\"\n\t\t\t\t\t\ttype=\"range\"\n\t\t\t\t\t\tclass=\"mf_field__input slider-frm-btn\"\n\t\t\t\t\t\trel=\"_mf_1035787_1343\"\n\t\t\t\t\t\tmin=\"0\"\n\t\t\t\t\t\tmax=\"100\"\n\t\t\t\t\t\tvalue=\"0\"\n\t\t\t\t\t\taria-label=\"Slide to submit\"\n\t\t\t\t\t\taria-describedby=\"slide-instruction-_mf_1035787_1343\"\n\t\t\t\t\t\taria-valuenow=\"0\"\n\t\t\t\t\t\taria-valuemin=\"0\"\n\t\t\t\t\t\taria-valuemax=\"100\"\n\t\t\t\t\t\taria-orientation=\"horizontal\"\n\t\t\t\t\t\trole=\"slider\"\n\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\/>\n\t\t\t\t\t<span id=\"slide-instruction-_mf_1035787_1343\" class=\"sr-only\">\n\t\t\t\t\t\tUse right arrow keys to slide, or drag right with your finger. When you reach 100 percent, the form is submitted.\t\t\t\t\t<\/span>\n\t\t\t\t\t<!-- Mobile-only submit button fallback -->\n\t\t\t\t\t<button type=\"submit\" class=\"mf-mobile-submit-btn\" disabled>\n\t\t\t\t\t\t<span class=\"sr-only\">If you use a screen reader or VoiceOver, double-tap this button to submit the form.<\/span>\n\t\t\t\t\t\tSlide to submit\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t\t<input type=\"hidden\" name=\"submit_btn_txt\" class=\"submit_btn_txt\" value=\"Slide to submit\"\/>\n\t\t\t\t<input type=\"hidden\" name=\"submitted_state_txt\" class=\"submitted_state_txt\" value=\"Submitted\"\/>\n\t\t\t<\/div>\n\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"690640\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"revamp-pilots-to-real-impact\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"d045cd7613\" \/>\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\tThank you. Click <a href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/04\/From-pilots-to-real-impact-How-enterprises-actually-scale-agentic-AI_POV_final_update.pdf\" target=\"_blank\" rel=\"noopener\">here<\/a> to download our PoV.<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>We are sorry, the form submission failed. Please try again.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG690640 = {\"690640\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>From pilots to real impact: How enterprises actually scale agentic AI<\/p>\n","protected":false},"author":440,"featured_media":690619,"template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"","cg_seo_hreflang_x_default_relation":"","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":false,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":503,"primary_term":"Agentic AI","featured_focal_points":""},"tags":[],"research-and-insight-type":[85],"theme":[503],"brand":[],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-690618","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","research-and-insight-type-point-of-view","theme-agentic-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>From pilots to real impact: How enterprises actually scale agentic AI - Capgemini Canada - English<\/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.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"From pilots to real impact: How enterprises actually scale agentic AI\" \/>\n<meta property=\"og:description\" content=\"From pilots to real impact: How enterprises actually scale agentic AI\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Canada - English\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-23T03:36:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2025\/10\/New-Web-preview-global.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"627\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/\",\"url\":\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/\",\"name\":\"From pilots to real impact: How enterprises actually scale agentic AI - Capgemini Canada - English\",\"isPartOf\":{\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg\",\"datePublished\":\"2026-04-21T05:39:06+00:00\",\"dateModified\":\"2026-04-23T03:36:26+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#primaryimage\",\"url\":\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg\",\"contentUrl\":\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg\",\"width\":2880,\"height\":1800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.capgemini.com\/ca-en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Research &amp; insights\",\"item\":\"https:\/\/www.capgemini.com\/ca-en\/research-and-insight\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"From pilots to real impact: How enterprises actually scale agentic AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.capgemini.com\/ca-en\/#website\",\"url\":\"https:\/\/www.capgemini.com\/ca-en\/\",\"name\":\"Capgemini Canada - English\",\"description\":\"Capgemini Canada - English\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.capgemini.com\/ca-en\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"From pilots to real impact: How enterprises actually scale agentic AI - Capgemini Canada - English","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.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/","og_locale":"en_US","og_type":"article","og_title":"From pilots to real impact: How enterprises actually scale agentic AI","og_description":"From pilots to real impact: How enterprises actually scale agentic AI","og_url":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/","og_site_name":"Capgemini Canada - English","article_modified_time":"2026-04-23T03:36:26+00:00","og_image":[{"width":1200,"height":627,"url":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2025\/10\/New-Web-preview-global.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/","url":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/","name":"From pilots to real impact: How enterprises actually scale agentic AI - Capgemini Canada - English","isPartOf":{"@id":"https:\/\/www.capgemini.com\/ca-en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg","datePublished":"2026-04-21T05:39:06+00:00","dateModified":"2026-04-23T03:36:26+00:00","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#primaryimage","url":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg","contentUrl":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg","width":2880,"height":1800},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.capgemini.com\/ca-en\/"},{"@type":"ListItem","position":2,"name":"Research &amp; insights","item":"https:\/\/www.capgemini.com\/ca-en\/research-and-insight\/"},{"@type":"ListItem","position":3,"name":"From pilots to real impact: How enterprises actually scale agentic AI"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/ca-en\/#website","url":"https:\/\/www.capgemini.com\/ca-en\/","name":"Capgemini Canada - English","description":"Capgemini Canada - English","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/ca-en\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"}]}},"theme_term_info":[{"id":503,"name":"Agentic AI"}],"industry_term_info":[],"services_term_info":[],"partners_term_info":[],"brand_term_info":[],"brand_term":[],"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/","smart_links":{"inbound":0,"outbound":0},"traffic_boost_suggestions_count":0,"meta":{"@context":"https:\/\/schema.org","@type":"NewsArticle","headline":"From pilots to real impact: How enterprises actually scale agentic AI","url":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/","mainEntityOfPage":{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini Canada - English","logo":""},"keywords":[],"dateCreated":"2026-04-21T05:39:06Z","datePublished":"2026-04-21T05:39:06Z","dateModified":"2026-04-23T03:36:26Z"},"rendered":"<meta name=\"parsely-title\" content=\"From pilots to real impact: How enterprises actually scale agentic AI\" \/>\n<meta name=\"parsely-link\" content=\"https:\/\/www.capgemini.com\/ca-en\/insights\/research-library\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/\" \/>\n<meta name=\"parsely-type\" content=\"post\" \/>\n<meta name=\"parsely-image-url\" content=\"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg?w=150&amp;h=150&amp;crop=1\" \/>\n<meta name=\"parsely-pub-date\" content=\"2026-04-21T05:39:06Z\" \/>\n<meta name=\"parsely-section\" content=\"Uncategorized\" \/>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg","featured_image_alt":"","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini Canada - English","distributor_original_site_url":"https:\/\/www.capgemini.com\/ca-en","push-errors":false,"tag_names":[],"featured_image_url":"https:\/\/www.capgemini.com\/ca-en\/wp-content\/uploads\/sites\/17\/2026\/04\/Pilots-to-real-impact-Webbanner-2880X1800-13.jpg","_links":{"self":[{"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/research-and-insight\/690618","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/research-and-insight"}],"about":[{"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/types\/research-and-insight"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/users\/440"}],"version-history":[{"count":3,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/research-and-insight\/690618\/revisions"}],"predecessor-version":[{"id":690678,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/research-and-insight\/690618\/revisions\/690678"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/media\/690619"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/media?parent=690618"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/tags?post=690618"},{"taxonomy":"research-and-insight-type","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/research-and-insight-type?post=690618"},{"taxonomy":"theme","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/theme?post=690618"},{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/brand?post=690618"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/service?post=690618"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/industry?post=690618"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/partners?post=690618"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/ca-en\/wp-json\/wp\/v2\/content-group?post=690618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}