{"id":897217,"date":"2026-07-06T08:38:45","date_gmt":"2026-07-06T08:38:45","guid":{"rendered":"https:\/\/www.capgemini.com\/de-de\/?post_type=research-and-insight&#038;p=897217"},"modified":"2026-07-13T13:23:41","modified_gmt":"2026-07-13T13:23:41","slug":"from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/de-de\/insights\/research\/from-pilots-to-real-impact-how-enterprises-actually-scale-agentic-ai\/","title":{"rendered":"Von Pilotprojekten zu messbarem Mehrwert: Wie Unternehmen Agentic AI erfolgreich skalieren"},"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\">Von Pilotprojekten zu messbarem Mehrwert: Wie Unternehmen Agentic AI erfolgreich skalieren<\/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 Point of view<\/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-warum-95-aller-ki-agenten-nie-produktiv-eingesetzt-werden-und-wie-unternehmen-den-sprung-vom-pilotprojekt-zur-skalierung-schaffen\">Warum 95 % aller KI-Agenten nie produktiv eingesetzt werden \u2013 und wie Unternehmen den Sprung vom Pilotprojekt zur Skalierung schaffen<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Unternehmen mangelt es heute nicht an KI-Pilotprojekten. Was jedoch h\u00e4ufig fehlt, ist die Schaffung von messbarem Mehrwert in gro\u00dfem Umfang. Selbst bei erfolgreichen Proofs of Concept scheitern viele Initiativen im Bereich Agentic AI, da sie nicht in die Grundlagen des Unternehmens, also seine Prozesse, Daten, Governance-Strukturen und operativen \u00d6kosysteme, integriert sind. Das Ergebnis sind eine Vielzahl vielversprechender Experimente, die nie \u00fcber die Demonstrationsphase hinauskommen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die Skalierung von Agentic AI bedeutet jedoch nicht, ein gr\u00f6\u00dferes oder technologisch anspruchsvolleres Pilotprojekt umzusetzen. Es handelt sich um eine v\u00f6llig andere Herausforderung. Sie erfordert, KI in reale Gesch\u00e4ftsprozesse zu integrieren, ein ausgewogenes Zusammenspiel von Autonomie und menschlicher Kontrolle zu gestalten und sichere sowie regelkonforme Systeme \u00fcber komplexe Cloud-Umgebungen hinweg zu betreiben. Fehlen diese Grundlagen, scheitern selbst die innovativsten Konzepte oft unbemerkt an der Komplexit\u00e4t realer Unternehmensumgebungen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die Unternehmen, die erfolgreich sind, haben eines gemeinsam: Sie denken Skalierung von Beginn an mit. Sie entwickeln nicht nur intelligentere Agenten, sondern auch Agenten, die f\u00fcr den produktiven Unternehmenseinsatz geeignet sind. Dabei nutzen sie Frameworks wie <a href=\"https:\/\/www.capgemini.com\/de-de\/solutions\/raise-reliable-ai-solution-engineering\/\">Capgemini RAISE\u2122<\/a>, um KI-Systeme zu konzipieren, bereitzustellen und zu betreiben, die in der gesamten Organisation einen messbaren Mehrwert schaffen. Warum geraten dennoch so viele Vorhaben ins Stocken? Weil Unternehmen h\u00e4ufig ohne KI-f\u00e4hige Datenbasis, ohne klare Betriebs- und Steuerungsmodelle sowie ohne die notwendigen Leitplanken f\u00fcr Risikomanagement und nachvollziehbare Entscheidungen voranschreiten. Erfolgreiche Skalierung erfordert mehr als nur Experimentieren, n\u00e4mlich einen ganzheitlichen Ansatz, der Agenten mit Unternehmensprozessen, Werkzeugen, Leistungskennzahlen und Governance-Strukturen verbindet.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Echte Skalierung basiert auf einem starken Fundament, gezielt entwickelten Workflows und KI-Systemen, die eng mit der tats\u00e4chlichen Arbeitsweise des Unternehmens verzahnt sind.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sind Sie bereit, Ihre Pilotprojekte in messbare Gesch\u00e4ftsergebnisse zu verwandeln? Laden Sie den PoV herunter und erfahren Sie, wie Sie KI entwickeln, die skaliert \u2013 intelligent, sicher und mit messbarer Wirkung.<\/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\">Erhalten Sie den vollst\u00e4ndigen PoV<\/h3>\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_897511_2516643434\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\t\t\t<div class=\"col-12\">\n\t\t\t\t<div class=\"asterisk_title\">\n\t\t\t\t\t<p><span class=\"star-required\">*<\/span> 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Laden Sie den Point of View <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\">hier<\/a> herunter.<\/h2><\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>Es tut uns leid, die \u00dcbermittlung des Formulars ist fehlgeschlagen. Bitte versuchen Sie es erneut.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG897511 = {\"897511\":{\"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":897218,"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":887,"primary_term":"Agentic AI","featured_focal_points":""},"tags":[],"research-and-insight-type":[85],"theme":[887],"brand":[],"service":[],"industry":[],"partners":[],"content-group":[],"class_list":["post-897217","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 v27.7 (Yoast SEO v27.8) - 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