{"id":814544,"date":"2026-10-12T16:31:14","date_gmt":"2026-10-12T14:31:14","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?post_type=research-and-insight&#038;p=814544"},"modified":"2026-10-12T18:04:01","modified_gmt":"2026-10-12T16:04:01","slug":"ia-developpement-produit-automobile","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/publications\/ia-developpement-produit-automobile\/","title":{"rendered":"Repenser le d\u00e9veloppement produit automobile pour prendre l\u2019avantage dans la course \u00e0 l\u2019IA"},"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\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/AI-in-Automotive-CRI-Report_DotCom_Banner_2880X1800.jpg\" class=\"header-img header-img-d\" 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-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">IA &amp; Data<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute-white.svg\" alt=\"capgemini-research-institute\" class=\"dark\"\/><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Repenser le d\u00e9veloppement produit automobile pour prendre l\u2019avantage dans la course \u00e0 l\u2019IA<\/h1><\/div><div class=\"inner-row-insight download-btn\"><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/Rewiring-automotive-product-development_How-organizations-can-pull-ahead-in-the-AI-race_Automotive_Capgemini.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><span>Rapport<\/span><span class=\"type\">13 MB pdf<\/span><\/a><\/div><div class=\"col-md-4 downloadFiles \"><a class=\"button-download--small\" type=\"download\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/Final-Infographic_2bb8fe.pdf\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><span>Infographie<\/span><span class=\"type\">458 KB 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=1239701\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><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=1239701\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"Ouvrir dans une nouvelle fen\u00eatre\"><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-comment-les-organisations-deploient-l-ia-agentique-a-grande-echelle-dans-l-ingenierie-automobile-et-tout-au-long-du-cycle-de-developpement-produit\" class=\"wp-block-heading\">Comment les organisations d\u00e9ploient l\u2019IA agentique \u00e0 grande \u00e9chelle dans l\u2019ing\u00e9nierie automobile et tout au long du cycle de d\u00e9veloppement produit.<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019industrie automobile adopte l\u2019intelligence artificielle \u00e0 un rythme soutenu. Mais les technologies progressent plus vite que les processus, les dispositifs de gouvernance et les mod\u00e8les op\u00e9rationnels n\u00e9cessaires pour les mettre en \u0153uvre et d\u00e9ployer l\u2019IA \u00e0 grande \u00e9chelle tout au long du cycle de vie des produits automobiles. Aujourd\u2019hui, l\u2019avantage concurrentiel repose de plus en plus sur la capacit\u00e9 \u00e0 transformer les r\u00e9sultats g\u00e9n\u00e9r\u00e9s par l\u2019IA en d\u00e9cisions d\u2019ing\u00e9nierie fiables.&nbsp;Pourtant, \u00e9tablir cette confiance dans les d\u00e9cisions d\u2019ing\u00e9nierie fond\u00e9es sur l\u2019IA reste un d\u00e9fi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ce rapport s&#8217;appuie sur une enqu\u00eate men\u00e9e aupr\u00e8s de 800 dirigeants issus de constructeurs automobiles, d&#8217;\u00e9quipementiers et de fournisseurs de technologies dans 12 pays. Il est \u00e9galement compl\u00e9t\u00e9 par 24 entretiens men\u00e9s aupr\u00e8s de responsables de l\u2019ing\u00e9nierie du secteur afin d\u2019explorer l\u2019avenir de l\u2019ing\u00e9nierie automobile.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\t\t<section\n\t\t\tclass=\"section section--lifeatcap-learning section--event-slider-careerInvent\">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class='career-invent-header'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"slider slider-fader ca01e306-c040-446c-9f4e-3702234b963c\">\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"slider-list \">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"slide active \">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\tclass=\"slide-bg-wrapper wp-block-cg-blocks-career-invent \">\n\t\t\t\t\t\t\t\t<div class=\"bgImagesection\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"bgColor\"><\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"container slide-info-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"col-md-6 col-sm-12 box-inner \">\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\t<div class=\"bgColor\"><\/div>\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\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"content-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"explore-header\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Mondial de l&#039;Auto 2026\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tMondial de l&#8217;Auto 2026\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Du 12 au 18 octobre 2026 | Paris Porte de Versailles | Hall 7.1\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tDu 12 au 18 octobre 2026 | Paris Porte de Versailles | Hall 7.1\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\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\t\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\t<div \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\t\t\t\t\t>\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\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"btnDiv\"> <a class=\"more2\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata-maxlength=\"24\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"En savoir plus A propos Mondial de l&#039;Auto 2026\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Opens in new window\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\thref=\"https:\/\/www.capgemini.com\/fr-fr\/actualites\/evenements\/mondial-de-lauto-2026\/\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttarget=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tEn savoir plus\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a> <\/div>\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\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"col-md-6 col-sm-12 text-right box-img-wrapper escaper escaper-right\">\n\t\t\t\t\t\t\t\t\t\t\t\t\n\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg?w=1200&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg?w=1200&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg?w=800&amp;quality=90 2x\"\n\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<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/09\/NEW-Capgemini-MondialAuto-WebSite-Banner.jpg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tobject-position: 50% 50%; object-fit: cover;\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\" alt=\"\" \/>\n\n\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<!-- <img decoding=\"async\" class=\"box-img\" src=\"\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\t\t\t\"\n\t\t\t\t\t\t\t\t\t\t\tstyle=\"\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\t\" alt=\"\"\n\t\t\t\t\t\t\t\t\t\t\/> -->\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\tclass=\"\">\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"slide-reveal\"><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t<\/section>\n\n\t\t\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><div class=\"article-text article-quote-text\">\n<h3 id=\"h-l-industrie-automobile-face-au-defi-de-l-ia-entre-avancees-et-obstacles\" class=\"wp-block-heading\"><strong>L\u2019industrie automobile face au d\u00e9fi de l\u2019IA : entre avanc\u00e9es et obstacles<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><strong>L\u2019IA porte d\u00e9j\u00e0 ses fruits et les leaders creusent l\u2019\u00e9cart<\/strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Un groupe distinct d\u2019organisations enregistre des gains deux \u00e0 trois fois plus importants en mati\u00e8re de vitesse de d\u00e9veloppement, de productivit\u00e9 de l\u2019ing\u00e9nierie et de d\u00e9lai de mise sur le march\u00e9. Ces performances illustrent l\u2019avantage comp\u00e9titif que l\u2019IA peut apporter \u00e0 l\u2019ensemble des activit\u00e9s d\u2019ing\u00e9nierie. Cet avantage repose sur une gouvernance de l\u2019IA plus solide, des donn\u00e9es d\u2019ing\u00e9nierie de meilleure qualit\u00e9 et une r\u00e9partition claire des responsabilit\u00e9s.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>L\u2019IA agentique s\u2019int\u00e8gre progressivement aux processus d\u2019ing\u00e9nierie courants<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Parmi les constructeurs automobiles et \u00e9quipementiers engag\u00e9s dans l\u2019adoption de l\u2019IA, 35 % d\u00e9clarent d\u00e9j\u00e0 utiliser l\u2019IA agentique dans leurs processus d\u2019ing\u00e9nierie, tandis que 33 % ont lanc\u00e9 des programmes pilotes. Son d\u00e9ploiement progresse particuli\u00e8rement rapidement dans les activit\u00e9s qui relient les diff\u00e9rentes \u00e9tapes du cycle d\u2019ing\u00e9nierie.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>L\u2019absence d\u2019un socle d\u2019ing\u00e9nierie connect\u00e9 reste un obstacle majeur<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L\u2019un des principaux d\u00e9fis du secteur demeure la mise en place d\u2019un socle d\u2019ing\u00e9nierie connect\u00e9e reliant les donn\u00e9es d\u2019ing\u00e9nierie, les plateformes de gestion du cycle de vie et les processus de travail. Celle-ci est essentielle pour fournir aux agents IA le contexte et la tra\u00e7abilit\u00e9 n\u00e9cessaires afin d\u2019agir efficacement entre les diff\u00e9rentes fonctions. Cet enjeu est particuli\u00e8rement important lorsque l\u2019IA intervient dans des d\u00e9cisions critiques d\u2019ing\u00e9nierie, faisant de la gouvernance des donn\u00e9es d\u2019ing\u00e9nierie une priorit\u00e9 strat\u00e9gique.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Gouvernance de l\u2019IA et responsabilit\u00e9s d\u00e9cisionnelles dans l\u2019automobile<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Seules 5 % des organisations consid\u00e8rent que leur mod\u00e8le de gouvernance de l\u2019IA est pleinement mature. Moins de la moiti\u00e9 ont red\u00e9fini les niveaux d\u2019autorit\u00e9 n\u00e9cessaires \u00e0 la prise de d\u00e9cision dans le domaine de l\u2019ing\u00e9nierie \u00e0 l\u2019\u00e8re de l\u2019IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><strong>Les donn\u00e9es des v\u00e9hicules peinent encore \u00e0 se transformer en actions concr\u00e8tes<\/strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De nombreuses organisations rencontrent des difficult\u00e9s \u00e0 traduire les enseignements issus de la t\u00e9l\u00e9m\u00e9trie des v\u00e9hicules et des donn\u00e9es de mises \u00e0 jour \u00e0 distance (OTA) en actions d\u2019ing\u00e9nierie sur les v\u00e9hicules en service. Cet enjeu est particuli\u00e8rement visible \u00e0 l\u2019\u00e8re des v\u00e9hicules d\u00e9finis par logiciel et enrichis par l\u2019IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><strong>L\u2019IA r\u00e9v\u00e8le de nouvelles interd\u00e9pendances au sein de l\u2019\u00e9cosyst\u00e8me<\/strong><\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Les questions de propri\u00e9t\u00e9, de souverainet\u00e9, de responsabilit\u00e9 et de cybers\u00e9curit\u00e9, combin\u00e9es aux exigences d\u2019un cycle d\u2019ing\u00e9nierie int\u00e9grant l\u2019IA, cr\u00e9ent de nouveaux d\u00e9fis \u00e0 mesure que l\u2019IA se d\u00e9ploie \u00e0 l\u2019\u00e9chelle des r\u00e9seaux de partenaires. Cette \u00e9volution renforce la n\u00e9cessit\u00e9 de structurer davantage la collaboration au sein de l\u2019\u00e9cosyst\u00e8me automobile autour de l\u2019IA.<\/p>\n\n\n\n<h4 id=\"h-cinq-actions-pour-les-dirigeants-du-secteur-automobile\" class=\"wp-block-heading\"><strong><strong>Cinq actions pour les dirigeants du secteur automobile<\/strong><\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Pour relever ces d\u00e9fis et exploiter pleinement le potentiel de l\u2019IA dans le d\u00e9veloppement des produits automobiles, les organisations devraient :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>D\u00e9ployer l\u2019IA \u00e0 l\u2019\u00e9chelle de l\u2019ensemble du d\u00e9veloppement produit, en parall\u00e8le plut\u00f4t que de mani\u00e8re s\u00e9quentielle.<\/li>\n\n\n\n<li>Mettre en place une couche de contr\u00f4le agentique fond\u00e9e sur des \u00e9l\u00e9ments v\u00e9rifiables et sur la tra\u00e7abilit\u00e9.<\/li>\n\n\n\n<li>Rendre les donn\u00e9es d\u2019ing\u00e9nierie interpr\u00e9tables par les machines.<\/li>\n\n\n\n<li>Piloter l\u2019ing\u00e9nierie \u00e0 l\u2019aide de trois indicateurs cl\u00e9s couvrant l\u2019ensemble du cycle de vie.<\/li>\n\n\n\n<li>Boucler la boucle entre les v\u00e9hicules en service et les \u00e9quipes d\u2019ing\u00e9nierie afin d\u2019am\u00e9liorer le d\u00e9veloppement des v\u00e9hicules gr\u00e2ce \u00e0 l\u2019IA.<br><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ce rapport s&#8217;adresse aux<\/strong> CTO, directeurs de l\u2019ing\u00e9nierie, responsables R&amp;D, directeurs du digital et de l\u2019IA, responsables de la strat\u00e9gie produit ainsi qu\u2019aux \u00e9quipes de transformation de l\u2019ing\u00e9nierie souhaitant passer de l\u2019exp\u00e9rimentation de l\u2019IA \u00e0 une mise en \u0153uvre fiable tout au long du cycle de vie produit, et b\u00e2tir un socle d\u2019ing\u00e9nierie connect\u00e9. <\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-d9a36c2f wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-text-align-center wp-element-button\" href=\"https:\/\/www.capgemini.com\/wp-content\/uploads\/2026\/10\/Rewiring-automotive-product-development_How-organizations-can-pull-ahead-in-the-AI-race_Automotive_Capgemini.pdf\" target=\"_blank\" rel=\"noopener\">T\u00e9l\u00e9chargez le rapport<\/a><\/div>\n<\/div>\n<\/div><\/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\">Pour aller plus loin<\/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\/fr-fr\/perspectives\/publications\/ingenierie-augmentee\/\">\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\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-banner.jpg?w=2048&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-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\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-banner.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-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\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-banner.jpg?w=1024&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-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\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-banner.jpg?w=500&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-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\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/07\/Realizing-augmented-engineering-banner.jpg\" alt=\"\" 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\/fr-fr\/perspectives\/publications\/ingenierie-augmentee\/\" aria-label=\"L\u2019ing\u00e9nierie augment\u00e9e en action\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Capgemini Research Institute<\/div>\n                                <h3 class=\"card-title\">L\u2019ing\u00e9nierie augment\u00e9e en action<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/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\/fr-fr\/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>\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\/fr-fr\/perspectives\/publications\/ingenierie-et-rd-tendances-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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/11\/DotCom_Banner_2880X1800-2.webp\" alt=\"\" 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\/fr-fr\/publications\/perspectives\/logiciel-automobile\/\" aria-label=\"Les logiciels dans l&#039;automobile\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Capgemini Research Institute<\/div>\n                                <h3 class=\"card-title\">Les logiciels dans l&#039;automobile<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/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\/fr-fr\/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\/fr-fr\/perspectives\/publications\/ingenierie-et-rd-tendances-2026\/\" aria-label=\"Ing\u00e9nierie et R&amp;D : les tendances pour 2026\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\">Rapport<\/div>\n                                <h3 class=\"card-title\">Ing\u00e9nierie et R&amp;D : les tendances pour 2026<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/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\/fr-fr\/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 class=\"layout-two-card cards-normal\">\n                                <div class=\"row align-items-center\"><div class=\"card-image-wrapper\">\n                                <div class=\"card-image\" data-image-url=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/publications\/passeport-digital-batteries-automobile\/\">\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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.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\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/08\/Capgemini_Product_Traceability_WB-2.jpg\" alt=\"\" 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-lg-4 d-md-none d-lg-block\"><\/div><div class=\"col-12 col-md-6 col-lg-4\">\n                           <a href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/publications\/passeport-digital-batteries-automobile\/\" aria-label=\"Impl\u00e9mentation du passeport num\u00e9rique de batterie dans l&#039;automobile\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\">Point de vue<\/div>\n                                <h3 class=\"card-title\">Impl\u00e9mentation du passeport num\u00e9rique de batterie dans l&#039;automobile<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-white.svg\" alt=\"capgemini\" class=\"light\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-white.svg\" alt=\"capgemini\" 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\/fr-fr\/perspectives\/publications\/experience-client-automobile-2024\/\" aria-label=\"Exp\u00e9rience client dans l&#039;industrie automobile en 2024\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-start\">\n                                <div class=\"card-tag\">Rapport<\/div>\n                                <h3 class=\"card-title\">Exp\u00e9rience client dans l&#039;industrie automobile en 2024<\/h3>\n                                <div class=\"insight-card-footer\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-research-institute.svg\" alt=\"capgemini-research-institute\" class=\"light\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/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>\n                    <\/div><\/div><\/section>\n\n\n<section class=\" section section--expert-slider wrapper-people-slider wp-block-cg-blocks-wrapper-people-slider\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><\/div><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2026\/06\/Laurence-Noel.jpg\" alt=\"Laurence No\u00ebl\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/bit.ly\/3yJnVxZ\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Laurence No\u00ebl<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>EVP, Global Head of Automotive, Capgemini<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/bit.ly\/3yJnVxZ\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Avec plus de 25 ans d\u2019exp\u00e9rience dans l\u2019industrie automobile, Laurence No\u00ebl poss\u00e8de une expertise reconnue en strat\u00e9gie, op\u00e9rations, d\u00e9veloppement des activit\u00e9s et ing\u00e9nierie. Ancienne dirigeante chez Stellantis et PSA, elle a conduit des activit\u00e9s internationales complexes et d\u00e9velopp\u00e9 une connaissance fine des march\u00e9s automobiles europ\u00e9ens et asiatiques. Elle accompagne aujourd\u2019hui les mutations majeures du secteur, port\u00e9es notamment par l\u2019intelligence artificielle, les v\u00e9hicules d\u00e9finis par logiciel, la transformation de l\u2019ing\u00e9nierie et l\u2019essor des op\u00e9rations intelligentes.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/Eric-DallaVecchia-PC.png\" alt=\"Eric Dalla Vecchia\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/eric-dalla-vecchia\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Eric Dalla Vecchia<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Vice President Automotive, Capgemini Invent<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/eric-dalla-vecchia\/\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Eric Dalla Vecchia\u00a0 a pass\u00e9 25 ans dans l\u2019industrie automobile avant de rejoindre Capgemini au sein de l\u2019Acc\u00e9l\u00e9rateur Intelligent Industry du groupe.\n\nSon action vise \u00e0 d\u00e9velopper les offres de conseil strat\u00e9gique et d\u2019ing\u00e9nierie, les partenariats strat\u00e9giques et la gestion de nouveaux comptes clients ou de projets strat\u00e9giques autour du software, appliqu\u00e9s \u00e0 l\u2019industrie automobile.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t<div class=\"slide\">\n\t\t\t<div class=\"box\">\n\t\t\t\t<div class=\"row\">\n\t\t\t\t\t<div class=\"col-md-6 col-lg-4 box-img-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/people-oussama-ben-moussa.png\" alt=\"Oussama Ben Moussa\"\/>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"col-md-6 col-lg-8 box-inner\">\n\t\t\t\t\t\t<div class=\"row title-social-media-header\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 mbl-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/oussama-ben-moussa\/?originalSubdomain=fr\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 box-container\">\n\t\t\t\t\t\t\t\t<div class=\"box-title\">\n\t\t\t\t\t\t\t\t\t<h3 class=\"people-profile-title\">Oussama Ben Moussa<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Head\/CTO Autonomous Mobility, Capgemini Engineering<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\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\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/oussama-ben-moussa\/?originalSubdomain=fr\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><\/a><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"people-info\">Oussama Ben Moussa est le fondateur de l\u2019acad\u00e9mie ADAS du groupe, une structure de formation et de d\u00e9veloppement des comp\u00e9tences qui r\u00e9pond aux besoins de sp\u00e9cialistes d\u00e9di\u00e9s \u00e0 la conception d\u2019ADAS et de voitures autonomes. Il a d\u00e9pos\u00e9 plus de 10 brevets fran\u00e7ais et europ\u00e9ens li\u00e9s au stockage d\u2019\u00e9nergie, aux performances des moteurs, \u00e0 la d\u00e9pollution, au confort du conducteur et aux syst\u00e8mes innovants d\u2019aide \u00e0 la conduite.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n<\/div><\/div><\/div><div class=\"slider-nav\"><button class=\"slider-prev inactive\" aria-label=\"Slider-previous\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Slider-next\"><\/button><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>L\u2019IA agentique transforme progressivement le d\u00e9veloppement automobile, de l\u2019ing\u00e9nierie aux v\u00e9hicules en service. D\u00e9couvrez les leviers pour la d\u00e9ployer \u00e0 grande \u00e9chelle gr\u00e2ce \u00e0 une gouvernance solide, des donn\u00e9es connect\u00e9es et des d\u00e9cisions fiables.<\/p>\n","protected":false},"author":257,"featured_media":814545,"template":"","meta":{"cg_dt_proposed_to":[21,46,41],"cg_seo_hreflang_relations":"[{\"uuid\":\"0b85da58-5ac4-459d-a233-bff4acd37ee0\",\"blogId\":\"6\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/fr-fr\/\",\"postLink\":\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/publications\/ia-developpement-produit-automobile\/\",\"postId\":814544,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false,\"hreflang\":\"\",\"link\":\"\"},{\"uuid\":\"cb2d8668-e037-4e81-b040-46cd65d591b3\",\"blogId\":\"1\",\"domain\":\"www.capgemini.com\",\"sitePath\":\"\/\",\"postLink\":\"https:\/\/www.capgemini.com\/research-and-insight\/ai-in-product-development\/\",\"postId\":1239701,\"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":true,"footnotes":"","related_resource_url":"","related_resource_id":0,"related_resource_size":"","related_resource_type":"","cg_author":0,"_yoast_wpseo_primary_theme":495,"primary_term":"IA &amp; Data","featured_focal_points":""},"tags":[185],"research-and-insight-type":[41],"theme":[495],"brand":[368],"service":[49],"industry":[25],"partners":[],"content-group":[],"class_list":["post-814544","research-and-insight","type-research-and-insight","status-publish","has-post-thumbnail","hentry","tag-automobile","research-and-insight-type-cri-report","theme-ia-data","brand-capgemini-research-institute","service-ia-data","industry-automobile"],"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>IA : repenser le d\u00e9veloppement automobile<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment l\u2019IA transforme le d\u00e9veloppement automobile et les leviers pour la d\u00e9ployer de fa\u00e7on fiable \u00e0 grande \u00e9chelle.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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