{"id":900524,"date":"2026-10-09T07:20:38","date_gmt":"2026-10-09T07:20:38","guid":{"rendered":"https:\/\/www.capgemini.com\/de-de\/?page_id=900524&#038;preview_id=900524"},"modified":"2026-10-10T06:09:12","modified_gmt":"2026-10-10T06:09:12","slug":"ai-engineering","status":"publish","type":"page","link":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/","title":{"rendered":"AI Engineering"},"content":{"rendered":"\n<div class=\"wp-block-cg-blocks-hero-picture-card  heroPictureCard\"><div class=\"heroPictureCardBgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png\" class=\"desktopImage\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"eager\"\/><\/picture><picture><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/AI-Engineering-2.png\" class=\"mobileImage\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-8 col-lg-6\"><div class=\"heroPictureCardBox\"><div class=\"heroPictureCardBoxTitle\"><h1 data-maxlength=\"144\">AI Engineering<\/h1><\/div><\/div><\/div><\/div><\/div><div class=\"small-device\"><div class=\"brandLogoWrapper\"> <\/div><\/div><\/div>\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\/?page_id=1242590\" 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\/?page_id=1242590\" 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 id=\"h-das-ingenieurwesen-befindet-sich-im-zeitalter-der-ki-von-der-forschung-uber-die-konstruktion-die-erprobung-und-die-fertigung-bis-hin-zum-kundendienst-ki-verandert-die-art-und-weise-wie-ingenieur-und-f-amp-e-unternehmen-innovativ-sind-und-arbeiten\" class=\"wp-block-heading\">Das Ingenieurwesen befindet sich im Zeitalter der KI. Von der Forschung \u00fcber die Konstruktion, die Erprobung und die Fertigung bis hin zum Kundendienst \u2013 KI ver\u00e4ndert die Art und Weise, wie Ingenieur- und F&amp;E-Unternehmen innovativ sind und arbeiten.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">KI ver\u00e4ndert das Ingenieurwesen auf allen Ebenen. Sie kann einzelne Aufgaben beschleunigen oder durch Agenten-\u00d6kosysteme ganze Arbeitsabl\u00e4ufe im Ingenieurwesen transformieren. Durch zielgerichtete Interaktionen reduziert sie die Komplexit\u00e4t und erm\u00f6glicht es Ingenieuren, sich auf die Ergebnisse statt auf Umsetzungsdetails zu konzentrieren. \u00dcber die Produktivit\u00e4t hinaus treibt KI intelligente Produkte und physische Systeme an, die autonom wahrnehmen, vorhersagen, sich anpassen und handeln, wodurch Innovationen im Ingenieurwesen beschleunigt und neue Werte geschaffen werden.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Der Einsatz von KI in Ingenieurunternehmen verspricht k\u00fcrzere Entwicklungszyklen und st\u00e4rker differenzierte Produkte und Dienstleistungen.<\/p>\n\n\n\n<h3 id=\"h-von-ki-ambitionen-zur-umsetzung-in-grossem-massstab\" class=\"wp-block-heading\"><strong><strong>Von KI-Ambitionen zur Umsetzung in gro\u00dfem Ma\u00dfstab<\/strong><\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Der Zugang zu KI-Tools reicht nicht aus. Ein Wettbewerbsvorteil entsteht erst, wenn KI in gro\u00dfem Ma\u00dfstab in alle technischen Prozesse und Produkte integriert wird. Zwar <a href=\"https:\/\/www.capgemini.com\/de-de\/insights\/research\/engineering-research-development-pulse-2026\/\">haben fast 80 % der F&amp;E Unternehmen generative KI eingesetzt<\/a>, doch nur wenige konnten damit nennenswerte Auswirkungen auf das Gesch\u00e4ftsergebnis erzielen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Die Hindernisse sind struktureller Natur. Fragmentierte Produktdaten, Toolchains und Infrastruktur erschweren die Integration und Skalierung von KI. Bedenken hinsichtlich der Zuverl\u00e4ssigkeit und eine schwache Governance schr\u00e4nken das Vertrauen in KI-Ergebnisse ein, insbesondere in regulierten und sicherheitskritischen Umgebungen. Ein Mangel an Fachwissen, das sowohl KI als auch Ingenieurwesen abdeckt, erschwert den Aufbau und den Erhalt von Spezialkompetenzen. Da sich KI von digitalen Assistenten hin zu agentenbasierten Systemen und intelligenten Produkten ausweitet, die mit der physischen Welt interagieren, m\u00fcssen Unternehmen zudem Herausforderungen in den Bereichen Integration, Beobachtbarkeit, Sicherheit und Lebenszyklusmanagement bew\u00e4ltigen. Unterdessen f\u00fchren isolierte Pilotprojekte zu Doppelarbeit und haben Schwierigkeiten, einen Mehrwert zu schaffen.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-how-we-do-it section section--howwedoit block-howwedoit is-align-center\"><div class=\"container\"><div><div class=\"row\"><div class=\"col-12 col-md-2\"><\/div><div class=\"content-title col-12 col-md-8\"><h2 data-maxlength=\"72\" class=\"expandable-heading-tag\">Unser Ansatz<\/h2><\/div><\/div><div class=\"row\"><div class=\"col-12 col-md-2\"><\/div><div class=\"col-12 col-md-8\"><p>Capgemini Engineering l\u00f6st dieses Problem, indem es KI-Fachwissen mit multidisziplin\u00e4ren Kompetenzen aus den Bereichen Ingenieurwesen, Wissenschaft und Industrie kombiniert und Spezialisten aus den Bereichen KI, Plattformen, Systeme, Software, Elektronik, Physik, Daten, Regulierung und Betrieb zusammenbringt, um komplexe ingenieurtechnische Herausforderungen zu bew\u00e4ltigen.<br>\u00a0<br>Dieses umfassende Fachwissen in Verbindung mit bew\u00e4hrten Umsetzungsrahmenwerken erm\u00f6glicht es Unternehmen, den Schritt vom Experimentieren hin zu einem gro\u00df angelegten KI-Einsatz in allen Produkten und Prozessen zu vollziehen \u2013 und dabei die technischen Einschr\u00e4nkungen, Sicherheitsanforderungen, Vorschriften und betrieblichen Gegebenheiten zu ber\u00fccksichtigen, die dar\u00fcber entscheiden, ob KI in Umgebungen mit hohem Risiko einen Mehrwert liefert.<\/p><\/div><\/div><\/div><div class=\"row\"><div class=\"col-12 col-md-2\"><\/div><div class=\"col-12 col-md-8\"><div class=\"section-content\">\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">Industrielle KI-Grundlagen<\/h3><\/div><div class=\"expander-content\"><p>Wir schaffen die technischen Grundlagen, die f\u00fcr den sicheren und zuverl\u00e4ssigen Einsatz von KI in gro\u00dfem Ma\u00dfstab erforderlich sind. Dazu geh\u00f6ren Produktdatenplattformen und Data Engineering, Rechenplattformen und HPC-Umgebungen, KI-Infrastruktur und Modellentwicklung sowie skalierbare KI-Abl\u00e4ufe. Governance, Sicherheit und Kontrollmechanismen f\u00fcr verantwortungsvolle KI sorgen f\u00fcr Vertrauen und Nachvollziehbarkeit der Modelle.<br>\u00a0<br>Diese Grundlagen verbinden Anwendungsf\u00e4lle miteinander und machen aus isolierten Initiativen eine unternehmensweite Engineering-Kompetenz.<\/p><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">KI im Prozess<\/h3><\/div><div class=\"expander-content\"><p>Wir integrieren KI in alle Bereiche \u2013 von der Erforschung \u00fcber Forschung und Entwicklung, Systemtechnik, Konstruktion, Entwicklung, Test, Zulassungsverfahren bis hin zur Fertigung und zum Support \u2013 und unterst\u00fctzen so die Teams dabei, effizienter zu entwerfen, zu bauen, zu testen und zu liefern. Dies steigert die Produktivit\u00e4t und Qualit\u00e4t, verk\u00fcrzt Durchlaufzeiten und senkt Kosten und erm\u00f6glicht es den technischen Abteilungen, ihre Aktivit\u00e4ten sicher zu skalieren.<\/p><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-cg-blocks-card-howwedoit expanders\"><div class=\"box card-regulated-agreements card-howwedoit\"><div class=\"expander-box filter-box tag-active \"><div class=\"expander-title\" tabindex=\"0\" role=\"button\" aria-expanded=\"false\"><h3 class=\"expander-heading-title\">KI im Produkt<\/h3><\/div><div class=\"expander-content\"><p>Wir kombinieren KI mit technischen Daten, Sensoren, eingebetteten Systemen und physikalisch basierten Modellen, um Produkte und physikalische Systeme mit Intelligenz auszustatten. Von vorausschauender Leistungsoptimierung und adaptiver Steuerung bis hin zu Autonomie und personalisierten Erlebnissen \u2013 wir unterst\u00fctzen Unternehmen dabei, differenzierte Produkte und neue Wertquellen zu schaffen.<\/p><div class=\"bg-color video-align-right\"><div class=\"container\"><div class=\"row video-align-left\"><div class=\"col-md-12\"><div class=\"video-align-left row box box--4 box--mini\"><div class=\"col-md-3\"><\/div><div class=\"col-md-8 box-img-wrapper\"><div class=\"video-box\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"content-more\"><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div><\/section>\n\n\n<section class=\"latest-insights layout-odd \"><div class=\"container\"><div class=\"insight-title\"><h2 class=\"latest-insight-title\">Research &amp; Insights<\/h2><\/div><div class=\"layout-single-card\">\n                      <div class=\"row align-items-center w-lg-100\">\n                        <div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/de-de\/insights\/research\/from-automation-to-autonomy\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg?w=2048&#038;quality=70 1x, https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg?w=2048&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg?w=2048&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg?w=2048&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg?w=500&#038;quality=70 1x, https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg?w=1000&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/03\/TELUS-PoV-hero-banner.jpg\" alt=\"TELUS PoV hero banner\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div>\n                            <div class=\"col-12 col-md-5 col-lg-7\"><\/div>\n                        <div class=\"col-12 col-md-7 col-lg-5\">\n                            <a href=\"https:\/\/www.capgemini.com\/de-de\/insights\/research\/from-automation-to-autonomy\/\" aria-label=\"From automation to autonomy\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Point of view<\/div>\n                                <h3 class=\"card-title\">From automation to autonomy<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"\" alt=\"\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                     <\/div>\n                    <\/div><div class=\"layout-two-card cards-reversed\">\n                                <div class=\"row align-items-center\"><div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/de-de\/insights\/research\/engineering-research-development-pulse-2026\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<picture>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg?w=800&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<source srcset=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg?w=700&#038;quality=70 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\"\/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/02\/DotCom_Banner_2880X1800.jpg\" alt=\"Engineering and R&amp;D pulse 2026\" style=\"object-position: 50% 50%; object-fit: cover;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/picture>\n                                <\/div>\n                            <\/div><div class=\"col-12 col-md-6 col-lg-4 flex-sm-order-reverse\">\n                            <a href=\"https:\/\/www.capgemini.com\/de-de\/insights\/research\/ai-in-robotics\/\" aria-label=\"Physical AI\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">Physical AI<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-md-6 col-lg-4\">\n                           <a href=\"https:\/\/www.capgemini.com\/de-de\/insights\/research\/engineering-research-development-pulse-2026\/\" aria-label=\"Engineering and R&amp;D Pulse 2026\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\">Report<\/div>\n                                <h3 class=\"card-title\">Engineering and R&amp;D Pulse 2026<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <div class=\"col-12 col-lg-4 d-md-none d-lg-block\"><\/div><\/div>\n                    <\/div><\/div><\/section>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":440,"featured_media":900525,"parent":744245,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"cg_dt_proposed_to":[],"cg_seo_hreflang_relations":"[{\"uuid\":\"be01351d-e57d-4a41-a413-0a40f4b4b3a8\",\"blogId\":\"8\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/de-de\/\",\"postLink\":\"https:\/\/www.capgemini.com\/de-de\/unternehmen\/unternehmen-2-2\/unsere-marken\/capgemini-engineering\/ai-engineering-3\/\",\"postId\":900524,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"},{\"uuid\":\"67c38795-250f-4568-a19f-e5ec49ba764c\",\"blogId\":\"1\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/\",\"postLink\":\"https:\/\/www.capgemini.com\/about-us\/who-we-are\/our-brands\/capgemini-engineering\/ai-engineering\/\",\"postId\":1242590,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"}]","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,"_yoast_wpseo_primary_brand":"","footnotes":"","featured_focal_points":"","partner_card_description":"","gsap_animation":0},"brand":[],"partner_type":[],"service":[],"industry":[],"partners":[],"page-type":[],"content-group":[],"class_list":["post-900524","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI Engineering - Capgemini Germany<\/title>\n<meta name=\"description\" content=\"Von der Forschung \u00fcber die Konstruktion, die Erprobung und die Fertigung bis hin zum Kundendienst \u2013 KI ver\u00e4ndert die Art und Weise, wie Ingenieur- und F&amp;E-Unternehmen arbeiten.\" \/>\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\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Engineering - Capgemini Germany\" \/>\n<meta property=\"og:description\" content=\"Von der Forschung \u00fcber die Konstruktion, die Erprobung und die Fertigung bis hin zum Kundendienst \u2013 KI ver\u00e4ndert die Art und Weise, wie Ingenieur- und F&amp;E-Unternehmen arbeiten.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/\" \/>\n<meta property=\"og:site_name\" content=\"Capgemini Germany\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-10T06:09:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/10\/AI-Engineering.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2880\" \/>\n\t<meta property=\"og:image:height\" content=\"1800\" \/>\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=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/\",\"url\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/\",\"name\":\"AI Engineering - Capgemini Germany\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/wp-content\\\/uploads\\\/sites\\\/8\\\/2026\\\/10\\\/AI-Engineering.jpg\",\"datePublished\":\"2026-10-09T07:20:38+00:00\",\"dateModified\":\"2026-10-10T06:06:37+00:00\",\"description\":\"Von der Forschung \u00fcber die Konstruktion, die Erprobung und die Fertigung bis hin zum Kundendienst \u2013 KI ver\u00e4ndert die Art und Weise, wie Ingenieur- und F&E-Unternehmen arbeiten.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/#breadcrumb\"},\"inLanguage\":\"de-DE\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"de-DE\",\"@id\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/wp-content\\\/uploads\\\/sites\\\/8\\\/2026\\\/10\\\/AI-Engineering.jpg\",\"contentUrl\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/wp-content\\\/uploads\\\/sites\\\/8\\\/2026\\\/10\\\/AI-Engineering.jpg\",\"width\":2880,\"height\":1800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u00dcber Uns\",\"item\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Wer wir sind\",\"item\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Unsere Marken\",\"item\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Capgemini Engineering\",\"item\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/\"},{\"@type\":\"ListItem\",\"position\":5,\"name\":\"AI Engineering\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/#website\",\"url\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/\",\"name\":\"Capgemini Deutschland\",\"description\":\"Make it real\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de-DE\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"AI Engineering - Capgemini Germany","description":"Von der Forschung \u00fcber die Konstruktion, die Erprobung und die Fertigung bis hin zum Kundendienst \u2013 KI ver\u00e4ndert die Art und Weise, wie Ingenieur- und F&E-Unternehmen arbeiten.","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\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/","og_locale":"de_DE","og_type":"article","og_title":"AI Engineering - Capgemini Germany","og_description":"Von der Forschung \u00fcber die Konstruktion, die Erprobung und die Fertigung bis hin zum Kundendienst \u2013 KI ver\u00e4ndert die Art und Weise, wie Ingenieur- und F&E-Unternehmen arbeiten.","og_url":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/","og_site_name":"Capgemini Germany","article_modified_time":"2026-10-10T06:09:12+00:00","og_image":[{"width":2880,"height":1800,"url":"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/10\/AI-Engineering.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/","url":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/","name":"AI Engineering - Capgemini Germany","isPartOf":{"@id":"https:\/\/www.capgemini.com\/de-de\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/#primaryimage"},"image":{"@id":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/#primaryimage"},"thumbnailUrl":"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/10\/AI-Engineering.jpg","datePublished":"2026-10-09T07:20:38+00:00","dateModified":"2026-10-10T06:06:37+00:00","description":"Von der Forschung \u00fcber die Konstruktion, die Erprobung und die Fertigung bis hin zum Kundendienst \u2013 KI ver\u00e4ndert die Art und Weise, wie Ingenieur- und F&E-Unternehmen arbeiten.","breadcrumb":{"@id":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/#breadcrumb"},"inLanguage":"de-DE","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/"]}]},{"@type":"ImageObject","inLanguage":"de-DE","@id":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/#primaryimage","url":"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/10\/AI-Engineering.jpg","contentUrl":"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/10\/AI-Engineering.jpg","width":2880,"height":1800},{"@type":"BreadcrumbList","@id":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u00dcber Uns","item":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/"},{"@type":"ListItem","position":2,"name":"Wer wir sind","item":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/"},{"@type":"ListItem","position":3,"name":"Unsere Marken","item":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/"},{"@type":"ListItem","position":4,"name":"Capgemini Engineering","item":"https:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/"},{"@type":"ListItem","position":5,"name":"AI Engineering"}]},{"@type":"WebSite","@id":"https:\/\/www.capgemini.com\/de-de\/#website","url":"https:\/\/www.capgemini.com\/de-de\/","name":"Capgemini Deutschland","description":"Make it real","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.capgemini.com\/de-de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de-DE"}]}},"brand_term":[],"parsely":{"version":"1.1.0","canonical_url":"https:\/\/capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/","meta":{"@context":"https:\/\/schema.org","@type":"WebPage","headline":"AI Engineering","url":"http:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/","mainEntityOfPage":{"@type":"WebPage","@id":"http:\/\/www.capgemini.com\/de-de\/unternehmen\/wer-wir-sind\/unsere-marken\/capgemini-engineering\/ai-engineering\/"},"thumbnailUrl":"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/10\/AI-Engineering.jpg?w=150&h=150&crop=1","image":{"@type":"ImageObject","url":"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/10\/AI-Engineering.jpg"},"articleSection":"Uncategorized","author":[],"creator":[],"publisher":{"@type":"Organization","name":"Capgemini Germany","logo":""},"keywords":[],"dateCreated":"2026-10-09T07:20:38Z","datePublished":"2026-10-09T07:20:38Z","dateModified":"2026-10-10T06:09:12Z"},"rendered":"<script type=\"application\/ld+json\" class=\"wp-parsely-metadata\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"WebPage\",\"headline\":\"AI Engineering\",\"url\":\"http:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/\",\"mainEntityOfPage\":{\"@type\":\"WebPage\",\"@id\":\"http:\\\/\\\/www.capgemini.com\\\/de-de\\\/unternehmen\\\/wer-wir-sind\\\/unsere-marken\\\/capgemini-engineering\\\/ai-engineering\\\/\"},\"thumbnailUrl\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/wp-content\\\/uploads\\\/sites\\\/8\\\/2026\\\/10\\\/AI-Engineering.jpg?w=150&h=150&crop=1\",\"image\":{\"@type\":\"ImageObject\",\"url\":\"https:\\\/\\\/www.capgemini.com\\\/de-de\\\/wp-content\\\/uploads\\\/sites\\\/8\\\/2026\\\/10\\\/AI-Engineering.jpg\"},\"articleSection\":\"Uncategorized\",\"author\":[],\"creator\":[],\"publisher\":{\"@type\":\"Organization\",\"name\":\"Capgemini Germany\",\"logo\":\"\"},\"keywords\":[],\"dateCreated\":\"2026-10-09T07:20:38Z\",\"datePublished\":\"2026-10-09T07:20:38Z\",\"dateModified\":\"2026-10-10T06:09:12Z\"}<\/script>","tracker_url":"https:\/\/cdn.parsely.com\/keys\/capgemini.com\/p.js"},"archive_status":false,"featured_image_src":"https:\/\/www.capgemini.com\/de-de\/wp-content\/uploads\/sites\/8\/2026\/10\/AI-Engineering.jpg","featured_image_alt":"","jetpack_sharing_enabled":true,"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Capgemini Germany","distributor_original_site_url":"https:\/\/www.capgemini.com\/de-de","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/pages\/900524","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/users\/440"}],"replies":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/comments?post=900524"}],"version-history":[{"count":5,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/pages\/900524\/revisions"}],"predecessor-version":[{"id":900601,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/pages\/900524\/revisions\/900601"}],"up":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/pages\/744245"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/media\/900525"}],"wp:attachment":[{"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/media?parent=900524"}],"wp:term":[{"taxonomy":"brand","embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/brand?post=900524"},{"taxonomy":"partner_type","embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/partner_type?post=900524"},{"taxonomy":"service","embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/service?post=900524"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/industry?post=900524"},{"taxonomy":"partners","embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/partners?post=900524"},{"taxonomy":"page-type","embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/page-type?post=900524"},{"taxonomy":"content-group","embeddable":true,"href":"https:\/\/www.capgemini.com\/de-de\/wp-json\/wp\/v2\/content-group?post=900524"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}