{"id":739380,"date":"2024-01-25T09:24:25","date_gmt":"2024-01-25T08:24:25","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?p=739380"},"modified":"2025-03-04T06:51:41","modified_gmt":"2025-03-04T05:51:41","slug":"ia-generative-le-temps-de-la-transformation","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-generative-le-temps-de-la-transformation\/","title":{"rendered":"IA g\u00e9n\u00e9rative\u202f: le temps de la transformation"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-blogs header-hero-blogs\"><div class=\"container\"><div class=\"hero-blogs\"><div class=\"hero-blogs-content-wrapper\"><div class=\"row\"><div class=\"col-12\"><div class=\"header-title\"><h1>IA g\u00e9n\u00e9rative\u00a0: le temps de la transformation<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/08\/Pierre-DemeulemeesterPC.jpg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Pierre Demeulemeester<\/h5><h5 class=\"blog-date\">25 janvier 2024<\/h5><\/div><\/div><div class=\"brand-image\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/capgemini-invent-white.svg\" alt=\"capgemini-invent\"\/><\/div><\/div><\/div><\/div><\/header>\n\n\n\n<section class=\"wp-block-cg-blocks-intro-para undefined section section--intro\"><div class=\"intro-para\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-1\"><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\/fr-fr\/perspectives\/blog\/ia-generative-le-temps-de-la-transformation\/\" 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\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-generative-le-temps-de-la-transformation\/\" 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 class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">2023 a \u00e9t\u00e9 une ann\u00e9e d\u2019exploration et de structuration dans le domaine de la Gen AI pour les entreprises. En 2024, la cible est le passage \u00e0 l\u2019\u00e9chelle. Pour y parvenir, elles devront clarifier leurs priorit\u00e9s strat\u00e9giques et leur trajectoire de transformation, constituer les capacit\u00e9s requises et se mettre en situation de ma\u00eetriser les risques li\u00e9s \u00e0 cette technologie.<\/h2><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-group undefined section section--article-content\"><div class=\"article-main-content\"><div class=\"container\"><div class=\"row\"><div class=\"col-12 col-md-11 col-lg-10 offset-md-1 offset-lg-1\"><div class=\"article-text article-quote-text\">\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Quatre mois seulement apr\u00e8s le lancement de ChatGPT en novembre 2022, 90% des entreprises avaient d\u00e9j\u00e0 d\u00e9ploy\u00e9 leurs premi\u00e8res exp\u00e9rimentations autour de l\u2019IA g\u00e9n\u00e9rative (Gen AI), <a href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/publications\/ia-generative-dans-les-organisations\/\" target=\"_blank\" rel=\"noreferrer noopener\">selon une \u00e9tude Capgemini Research Institute<\/a>.<\/p>\n<\/blockquote>\n\n\n\n<p>Un engouement qui s\u2019explique \u00e0 la fois par le caract\u00e8re tr\u00e8s visible et le co\u00fbt d\u2019exp\u00e9rimentation tr\u00e8s faible de cette technologie. Pourtant, seules 5% d\u2019entre elles t\u00e9moignent aujourd\u2019hui \u00eatre pass\u00e9es \u00e0 une phase de d\u00e9ploiement industrialis\u00e9.<\/p>\n\n\n\n<p>L\u2019IA g\u00e9n\u00e9rative est une technologie naissante, \u00e0 fort potentiel et \u00e9voluant tr\u00e8s rapidement. Aux entreprises de faire preuve d\u2019adaptabilit\u00e9 pour en tirer le maximum \u00e0 l\u2019\u00e9chelle, en r\u00e9pondant au pr\u00e9alable \u00e0 une question qui est aujourd\u2019hui au c\u0153ur des pr\u00e9occupations&nbsp;: au-del\u00e0 des promesses et des effets d\u2019annonce, quelle est la v\u00e9ritable valeur \u00e0 aller chercher&nbsp;?<\/p>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-repenser-les-experiences-les-processus-et-les-produits\"><strong>Repenser les exp\u00e9riences, les processus et les produits<\/strong><\/h3>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Apr\u00e8s plusieurs mois d\u2019exploration, le march\u00e9 se concentre aujourd\u2019hui sur trois grandes typologies d\u2019usages, qui laissent chacune pr\u00e9sager des enjeux, une port\u00e9e et des horizons de d\u00e9ploiement distincts.<\/p>\n<\/blockquote>\n\n\n\n<p>En premier lieu et \u00e0 l\u2019horizon de quelques mois, l\u2019intelligence artificielle g\u00e9n\u00e9rative va se manifester dans les organisations au travers le d\u00e9ploiement et l\u2019int\u00e9gration de nouvelles fonctionnalit\u00e9s dans les outils du quotidien. Par exemple, on peut citer les diff\u00e9rents <em>Copilot<\/em> de Microsoft pour la bureautique d\u2019usage g\u00e9n\u00e9rale, ou encore les outils d\u2019Adobe pour la conception graphique.<\/p>\n\n\n\n<p>Ces assistants \u2013 pour les plus pertinents d\u2019entre eux \u2013 constitueront demain une \u00ab&nbsp;commodit\u00e9&nbsp;\u00bb essentielle, \u00e0 disposition de tous. Les gains de productivit\u00e9 \u00e0 attendre seront variables selon les m\u00e9tiers consid\u00e9r\u00e9s, plut\u00f4t modestes, mais accessibles \u00e0 une large population d\u2019utilisateurs. Le challenge pour les entreprises consistera \u00e0 accompagner et ma\u00eetriser les co\u00fbts et les risques associ\u00e9 au d\u00e9ploiement de ces technologies \u00ab&nbsp;cl\u00e9 en main&nbsp;\u00bb, en commen\u00e7ant par la formation des collaborateurs.<\/p>\n\n\n\n<p>De mani\u00e8re plus cibl\u00e9e, l\u2019arriv\u00e9e de la Gen AI va amener \u00e9galement les principales fonctions de l\u2019entreprise \u00e0 repenser leurs processus et leur organisation autour de l\u2019adaptation et l\u2019int\u00e9gration de nouveaux outils dans les syst\u00e8mes d\u2019information. Aujourd\u2019hui, le march\u00e9 concentre ses efforts sur le d\u00e9veloppement software, les m\u00e9tiers du marketing, du back office, la recherche et la synth\u00e8se documentaire, le support \u00e0 destination des employ\u00e9s et des usagers, ou encore la gestion et le pilotage contractuel. L\u2019adoption de ces outils posera probablement de nouveaux standards de productivit\u00e9 sur ces fonctions communes, avec des gains importants \u00e0 attendre \u00e0 l\u2019\u00e9chelle de fonctions enti\u00e8res.&nbsp;<\/p>\n\n\n\n<p>A moyen terme et au-del\u00e0, des nouveaux standards de productivit\u00e9 vont progressivement s\u2019installer, et le v\u00e9ritable potentiel de diff\u00e9renciation strat\u00e9gique se cr\u00e9era autour des entreprises qui auront su repenser en profondeur leur processus, leurs exp\u00e9riences et leurs produits \u00ab&nbsp;c\u0153ur de m\u00e9tier&nbsp;\u00bb pour y int\u00e9grer l\u2019IA g\u00e9n\u00e9rative \u00ab&nbsp;by design&nbsp;\u00bb, et non comme une \u00ab&nbsp;rustine&nbsp;\u00bb appos\u00e9e sur des processus qui resteraient inchang\u00e9s.<\/p>\n\n\n\n<p>Cette r\u00e9flexion sera n\u00e9cessairement sp\u00e9cifique \u00e0 chaque secteur et \u00e0 chaque entreprise&nbsp;: les acteurs de la grande consommation pourront ainsi chercher \u00e0 automatiser au maximum toute la cha\u00eene de production de contenus marketing afin de proposer \u00e0 l\u2019\u00e9chelle une exp\u00e9rience client de plus en plus engageante et personnalis\u00e9e. Les acteurs du tourisme repenseront l\u2019exp\u00e9rience client pour la rendre de plus en plus sans couture, adaptable. Dans la banque, il pourra s\u2019agir d\u2019atteindre un nouveau niveau d\u2019automatisation et d\u2019industrialisation des t\u00e2ches de back office et de ma\u00eetrise des risques r\u00e9glementaires, ou encore am\u00e9liorer l\u2019exp\u00e9rience client et employ\u00e9.<\/p>\n\n\n\n<p>Apr\u00e8s de la bataille qui fait aujourd\u2019hui rage sur les solutions technologiques et leur performance, les ann\u00e9es \u00e0 venir vont probablement \u00eatre le th\u00e9\u00e2tre d\u2019une guerre des exp\u00e9riences et des mod\u00e8les d\u2019affaires, avec un enjeu de diff\u00e9renciation qui va surpasser la course aux gains de productivit\u00e9 (qui seront dans tous les cas amen\u00e9s \u00e0 devenir des standards de march\u00e9). Comme cela a \u00e9t\u00e9 le cas pour la transformation num\u00e9rique dans les ann\u00e9es 2010, cette comp\u00e9tition se jouera tout autant sur la clairvoyance de la vision strat\u00e9gique que sur la capacit\u00e9 d\u2019ex\u00e9cution.<\/p>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-eviter-la-nbsp-vallee-de-la-mort-nbsp-des-preuves-de-concepts\"><strong>\u00c9viter la \u00ab&nbsp;vall\u00e9e de la mort&nbsp;\u00bb des preuves de concepts<\/strong><\/h3>\n\n\n\n<p>La plupart des entreprises gardent en m\u00e9moire l\u2019amer souvenir de la fameuse \u00ab vall\u00e9e de la mort&nbsp;\u00bb des proof-of-concept (PoC) de la g\u00e9n\u00e9ration pr\u00e9c\u00e9dente des IA, qui se sont multipli\u00e9es pendant de longues ann\u00e9es sans jamais d\u00e9gager une valeur tangible dans la main des utilisateurs m\u00e9tier.<\/p>\n\n\n\n<p>S\u2019il est l\u00e9gitime de se demander si l\u2019IA g\u00e9n\u00e9rative est amen\u00e9e \u00e0 suivre le m\u00eame chemin, force est de constater que le point de d\u00e9part n\u2019est pas le m\u00eame. Aujourd\u2019hui, les entreprises ont pour la plupart structur\u00e9 des fonctions IA matures, avec un mod\u00e8le op\u00e9rationnel, des comp\u00e9tences et un ensemble de processus et d\u2019outils d\u00e9di\u00e9s sur lesquels elles pourront capitaliser. Du point de vue de la capacit\u00e9 \u00e0 \u00ab&nbsp;faire&nbsp;\u00bb, ces structures sont souvent adapt\u00e9es mais, n\u00e9cessiteront toutefois d\u2019\u00eatre compl\u00e9t\u00e9es et enrichies pour accueillir de nouvelles comp\u00e9tences et outils pour servir de fondation au d\u00e9veloppement et au d\u00e9ploiement de bout en bout des cas d\u2019usages d\u2019IA g\u00e9n\u00e9rative. <\/p>\n\n\n\n<p>Il s\u2019agira par exemple de d\u00e9velopper de nouvelles activit\u00e9s autour de la gestion des donn\u00e9es non structur\u00e9es, qui serviront d\u2019entr\u00e9e aux mod\u00e8les, ou encore un socle d\u2019outils pour maitriser et optimiser la performance des mod\u00e8les sur la dur\u00e9e (LLMOPs).<\/p>\n\n\n\n<p>Le passage \u00e0 l\u2019\u00e9chelle des cas d\u2019usages va rapidement poser une probl\u00e9matique majeure de maitrise des co\u00fbts. Les exp\u00e9rimentations sont aujourd\u2019hui conduites principalement sur de tr\u00e8s larges mod\u00e8les g\u00e9n\u00e9ralistes, qui pr\u00e9sentent une performance fonctionnelle globalement satisfaisante, mais un co\u00fbt \u00e0 l\u2019usage \u00e9lev\u00e9, a fortiori dans la perspective d\u2019un d\u00e9ploiement sur plusieurs milliers d\u2019utilisateurs. <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>La capacit\u00e9 \u00e0 sortir des mod\u00e8les g\u00e9n\u00e9ralistes pour les remplacer par des alternatives open source manag\u00e9es en propre ou des mod\u00e8les plus sp\u00e9cifiques et plus l\u00e9gers (\u00ab&nbsp;fit for purpose&nbsp;\u00bb) sera dans ce contexte cl\u00e9 pour garantir la pertinence \u00e9conomique des cas d\u2019usages.<\/p>\n<\/blockquote>\n\n\n\n<p>C\u2019est le sens de la proposition de valeur port\u00e9e par des start-ups fran\u00e7aises comme Mistral.AI qui propose aujourd\u2019hui les mod\u00e8les les plus performants \u00e0 poids \u00e9quivalent sur le march\u00e9.<\/p>\n\n\n\n<p>Ainsi, m\u00eame si l\u2019arriv\u00e9e \u00e0 maturit\u00e9 de l\u2019IA g\u00e9n\u00e9rative suscitera probablement une part de d\u00e9ception au moment o\u00f9 les attentes gagneront en lucidit\u00e9, le risque de la \u00ab&nbsp;vall\u00e9e de la mort&nbsp;\u00bb n\u2019est probablement pas aussi pr\u00e9gnant que ce qu\u2019il a pu \u00eatre \u2013 a fortiori pour les organisations aujourd\u2019hui matures dans l\u2019IA. Pour autant, il subsiste un frein majeur au d\u00e9ploiement massif : la ma\u00eetrise des nouveaux risques sp\u00e9cifiques entra\u00een\u00e9s par l\u2019IA g\u00e9n\u00e9rative.<\/p>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-anticiper-les-risques-d-une-technologie-pervasive-aussi-simple-a-experimenter-que-complexe-a-maitriser\"><strong>Anticiper les risques d\u2019une technologie pervasive, aussi simple \u00e0 exp\u00e9rimenter que complexe \u00e0 ma\u00eetriser<\/strong><\/h3>\n\n\n\n<p>L\u2019IA g\u00e9n\u00e9rative pr\u00e9sente plusieurs caract\u00e9ristiques singuli\u00e8res qui la rendent plus fondamentalement risqu\u00e9e que les g\u00e9n\u00e9rations d\u2019IA pr\u00e9c\u00e9dentes. Dans un contexte ou la technologie, facile d\u2019acc\u00e8s, se r\u00e9pand \u00e0 grande vitesse dans les mains de tous les employ\u00e9s, parfois dans un cadre non maitris\u00e9, et o\u00f9 les erreurs et les rat\u00e9s sont, de mani\u00e8re in\u00e9dite dans l\u2019histoire de l\u2019IA, en prise directe avec les utilisateurs, la maitrise des risques apparait comme un enjeu critique.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Le premier<\/strong> <strong>risque <\/strong>est d\u2019ordre op\u00e9rationnel&nbsp;: garantir la fiabilit\u00e9 (<em>Trustworthiness<\/em>) des mod\u00e8les pour traiter la t\u00e2che qui leur a \u00e9t\u00e9 confi\u00e9e. A la diff\u00e9rence des g\u00e9n\u00e9rations pr\u00e9c\u00e9dentes d\u2019IA, o\u00f9 les algorithmes \u00e9taient entrain\u00e9s pour une t\u00e2che sp\u00e9cifique bien d\u00e9tour\u00e9e, les mod\u00e8les de fondation aujourd\u2019hui sont pr\u00e9-entrain\u00e9s et versatiles. Il est bien plus simple de les appliquer imm\u00e9diatement sur un champ large de t\u00e2ches, mais bien plus complexe de pr\u00e9dire, expliquer et mesurer la performance \u00e0 attendre sur une t\u00e2che donn\u00e9e.<\/li>\n<\/ul>\n\n\n\n<p>Ainsi, m\u00eame si l\u2019ann\u00e9e 2023 a permis des progr\u00e8s significatifs sur le domaine (avec notamment les architectures dites RAG), les fameuses \u00ab&nbsp;hallucinations&nbsp;\u00bb, ces affirmations biais\u00e9es ou inexactes \u00e9mises avec une assurance trompeuse par les mod\u00e8les, restent&nbsp; un risque r\u00e9el, dont les cons\u00e9quences peuvent nuire \u00e0 la r\u00e9putation de l\u2019entreprise et entra\u00eener une perte de confiance chez les parties prenantes, internes et externes.<\/p>\n\n\n\n<p>La ma\u00eetrise de ce risque passe tout autant par la mise en place de garde-fous technologiques et l\u2019optimisation des mod\u00e8les que par la formation des utilisateurs et la conception de processus d\u2019emploi permettant de garder un \u00ab&nbsp;humain dans la boucle&nbsp;\u00bb sur les t\u00e2ches critiques. Nos exp\u00e9rimentations convergent \u00e0 ce titre sur le caract\u00e8re \u00e0 \u00ab&nbsp;double tranchant&nbsp;\u00bb des solutions&nbsp;: si, \u00e0 l\u2019usage elles peuvent se r\u00e9v\u00e9ler un pr\u00e9cieux acc\u00e9l\u00e9rateur pour les employ\u00e9s qui savent les utiliser \u00e0 bon escient, elles peuvent \u00e9galement induire \u00e0 une baisse de vigilance qui am\u00e8ne \u00e0 des erreurs destructrices de valeur.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Le second enjeu<\/strong> est juridique et r\u00e9glementaire. Comme l\u2019illustre la plainte d\u00e9pos\u00e9e fin d\u00e9cembre 2023 par le <em>New York Times<\/em> contre OpenAI, la question de la propri\u00e9t\u00e9 intellectuelle et des droits d\u2019auteurs reste aujourd\u2019hui \u00e0 clarifier sur le champ juridique&nbsp;: quels sont les possibilit\u00e9s de recours des ayants droits si une entreprise utilise un contenu prot\u00e9g\u00e9 sorti d\u2019un LLM&nbsp;? Quels droits poss\u00e8dent-elles sur les contenus g\u00e9n\u00e9r\u00e9s&nbsp;? <\/li>\n<\/ul>\n\n\n\n<p>Les conditions g\u00e9n\u00e9rales de l\u2019usage des solutions propos\u00e9s par les \u00e9diteurs sont \u00e0 ce titre particuli\u00e8rement critiques pour \u00e9tablir un cadre juridique au d\u00e9ploiement des solutions. Au-del\u00e0, les entreprises devront aussi se plier \u00e0 l\u2019AI Act, qui va poser un cadre contraignant sur les <em>dos<\/em> et les <em>don\u2019ts <\/em>adoss\u00e9s aux usages dits \u00ab&nbsp;\u00e0 risque&nbsp;\u00bb des technologies d\u2019IA, ainsi qu\u2019un volet sp\u00e9cifique sur les mod\u00e8les de fondation. <\/p>\n\n\n\n<p>La loi, vot\u00e9e par le Parlement, le Conseil et la Commission europ\u00e9enne en d\u00e9cembre 2023, devrait entrer en vigueur en 2025 : un temps court pour revoir le cas \u00e9ch\u00e9ant de fond en comble des algorithmes au c\u0153ur du mod\u00e8le op\u00e9rationnel.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Le dernier risque <\/strong>est li\u00e9 \u00e0 la protection des donn\u00e9es et la s\u00e9curit\u00e9 des syst\u00e8mes d\u2019information. La diffusion des LLM au sein des entreprises va cr\u00e9er de nouvelles vuln\u00e9rabilit\u00e9s, depuis la diffusion de donn\u00e9es confidentielles vers un LLM \u00ab&nbsp;public&nbsp;\u00bb non s\u00e9curis\u00e9 par un employ\u00e9 distrait, jusqu\u2019\u00e0 des attaques visant \u00e0 amener le LLM \u00e0 d\u00e9sob\u00e9ir \u00e0 ses instructions initiales \u00e0 travers des instructions malveillantes dans le \u00ab&nbsp;prompt&nbsp;\u00bb (\u00ab&nbsp;prompt injection&nbsp;\u00bb). <\/li>\n<\/ul>\n\n\n\n<p>Comme toute technologie en cours de maturation, les risques sont multiples et \u00e9voluent rapidement, ce qui va n\u00e9cessiter une vigilance toute particuli\u00e8re pour les fonctions en charge de la s\u00e9curit\u00e9 des syst\u00e8mes d\u2019information.&nbsp;<\/p>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-vers-une-montee-en-maturite-nbsp-a-marche-forcee-nbsp-des-entreprises-sur-l-ia-nbsp\"><strong>Vers une mont\u00e9e en maturit\u00e9 \u00ab&nbsp;\u00e0 marche forc\u00e9e&nbsp;\u00bb des entreprises sur l\u2019IA&nbsp;?<\/strong><\/h3>\n\n\n\n<p>L\u2019IA g\u00e9n\u00e9rative va offrir un champ des possibles de premier ordre \u00e0 explorer pour les entreprises, depuis le simple d\u00e9ploiement d\u2019outils de productivit\u00e9 jusqu\u2019\u00e0 la transformation en profondeur des exp\u00e9riences, des processus et des produits. La conduite et la mise \u00e0 l\u2019\u00e9chelle de cette transformation sera un d\u00e9fi d\u2019ex\u00e9cution.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Dans ce contexte, les responsables et les \u00e9quipes en charge de l\u2019IA au sein des entreprises seront en premi\u00e8re ligne. Ils devront permettre de projeter les m\u00e9tiers dans une vision future tout en apportant un regard de v\u00e9rit\u00e9 sur les limites de la technologie.<\/p>\n<\/blockquote>\n\n\n\n<p> En charge de la mise \u00e0 l\u2019\u00e9chelle de la technologie, ils vont devoir faire face \u00e0 de nouveaux d\u00e9fis, dans un contexte de raret\u00e9 des retours exp\u00e9riences et des expertises.<\/p>\n\n\n\n<p>Pour ces \u00e9quipes, souvent \u00ab&nbsp;jeunes&nbsp;\u00bb, et pour certaines, encore en cours de structuration, tenir les d\u00e9lais et ma\u00eetriser les risques de cette transformation, va n\u00e9cessiter de franchir rapidement un palier de maturit\u00e9 depuis d\u2019une organisation \u00ab&nbsp;artisanale&nbsp;\u00bb vers des modes de fonctionnement plus \u00ab&nbsp;industriels&nbsp;\u00bb dans la conception et la maintenance des solutions, en incorporant nativement une fonction de ma\u00eetrise des risques de l\u2019IA. La course est lanc\u00e9e&nbsp;!<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><h3 data-maxlength=\"34\">Auteur<\/h3><\/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\/2023\/08\/Pierre-DemeulemeesterPC.jpg\" alt=\"Pierre Demeulemeester\"\/>\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<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"Nous contacter\" data-bs-toggle=\"modal\" data-bs-target=\"#WPB6fc55076_b899_4116_a742_a57edf81c7bf\" data-bs-expert-title=\"1\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\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<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/pierre-demeulemeester-28b22235\/\"><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\">Pierre Demeulemeester<\/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>VP Data Strategy &amp; Transformation, 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<li>\n\t\t\t\t\t\t\t\t\t\t\t<a class=\"subnav-button--form\" href=\"javascript:void(0)\" aria-label=\"Nous contacter\" data-bs-toggle=\"modal\" data-bs-target=\"#WPB6fc55076_b899_4116_a742_a57edf81c7bf\" data-bs-expert-title=\"Pierre Demeulemeester\">\n\t\t\t\t\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"ico-form\"><\/i>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\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<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/pierre-demeulemeester-28b22235\/\"><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\">Pierre est vice-pre\u0301sident chez Capgemini Invent et dirige la pratique Capgemini Invent Data. Il a mene\u0301 de nombreux projets de de\u0301finition de vision strate\u0301gique, de conception de mode\u0300le ope\u0301rationnel, d&#8217;e\u0301valuation de cas d&#8217;usage dans le domaine de la gestion des donne\u0301es dans tous les secteurs : industrie, services publics, sante\u0301, services, etc. Il a plus de 13 ans d\u2019expe\u0301rience dans le conseil en strat\u00e9gie data.<\/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\t\t<div class=\"modal\" id=\"WPB6fc55076_b899_4116_a742_a57edf81c7bf\">\n\t\t\t\t\t<div class=\"modal-dialog modal-dialog-centered modal-lg modal-dialog-scrollable landing-page-modals\">\n\t\t\t\t\t\t<div class=\"modal-content\">\n\t\t\t\t\t\t\t<div class=\"modal-header\">\n\t\t\t\t\t\t\t\t<button type=\"button\" class=\"btn-close\" aria-label=\"fermer\" data-bs-dismiss=\"modal\"><\/button>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"modal-body\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"logo-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"Nous contacter\" class=\"light\" \/>\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent-white.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"Nous contacter\" class=\"dark\" \/>\n\n\t\t\t\t\t\t\t\t\t<\/div>\n\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<h4 class=\"form-title\">Nous contacter<\/h4>\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_678098_2048935302\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_676787_9708_1958652007\" name=\"_mf_676787_9708\" placeholder=\"Pr\u00e9nom\" required \/><label for=\"_mf_676787_9708_1958652007\" class=\"form-label\">Pr\u00e9nom <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Pr\u00e9nom n&#039;est pas valide<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_676787_9847_1751229353\" name=\"_mf_676787_9847\" placeholder=\"Nom\" required \/><label for=\"_mf_676787_9847_1751229353\" class=\"form-label\">Nom <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Nom n&#039;est pas valide<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"email\" class=\"form-control\" id=\"_mf_676787_8493_3714985550\" name=\"_mf_676787_8493\" placeholder=\"Email\" required \/><label for=\"_mf_676787_8493_3714985550\" class=\"form-label\">Email <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Email n&#039;est pas valide<\/div><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_676787_613_1508092609\" name=\"_mf_676787_613\" placeholder=\"Entreprise\" required \/><label for=\"_mf_676787_613_1508092609\" class=\"form-label\">Entreprise <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Entreprise n&#039;est pas valide<\/div><\/div>\t\t<div class=\"mf_field mf_field--country mf_field--select floating form-country-select-parent mf-required\">\n\n\t\t\t<label for=\"_mf_678057_9461_3407677247\" class=\"floating__label form-country-select-label\" data-content=\"Pays\">\n\t\t\t\t<span class=\"floating-label-content\">Pays<\/span>\n\t\t\t<\/label>\n\n\t\t\t<div class=\"select-wrap\">\n<i class=\"icon icon-zodiak-chevron-down\"><\/i>\n\t\t\t\t<select id=\"_mf_678057_9461_3407677247\" class=\"mf_field__input empty mf-country-selectbox form_country_select\" name=\"_mf_678057_9461\" data-validate=\"select\" required>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"\" >Pays<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AF\" >Afghanistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZA\" >Afrique du Sud<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AL\" >Albanie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DZ\" >Alg\u00e9rie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DE\" >Allemagne<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AD\" >Andorre<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AO\" >Angola<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AI\" >Anguilla<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AQ\" >Antarctique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AG\" >Antigua-et-Barbuda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AN\" >Antilles n\u00e9erlandaises<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SA\" >Arabie Saoudite<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AR\" >Argentine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AM\" >Arm\u00e9nie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AW\" >Aruba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AU\" >Australie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AT\" >Autriche<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AZ\" >Azerba\u00efdjan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BS\" >Bahamas<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BH\" >Bahre\u00efn<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BB\" >Barbade<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BE\" >Belgique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BD\" >Bengladesh<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BM\" >Bermudes<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BT\" >Bhoutan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MM\" >Birmanie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BY\" >Bi\u00e9lorussie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BO\" >Bolivie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BA\" >Bosnie Herz\u00e9govine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BW\" >Bostwana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BN\" >Brunei Darussalam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BR\" >Br\u00e9sil<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BG\" >Bulgarie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BF\" >Burkina Faso<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BI\" >Burundi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BZ\" >B\u00e9lize<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BJ\" >B\u00e9nin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KH\" >Cambodge<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CM\" >Cameroun<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CA\" >Canada<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CV\" >Cap-Vert<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CL\" >Chili<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CN\" >Chine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CY\" >Chypre<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CO\" >Colombie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KM\" >Comores<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CG\" >Congo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CD\" >Congo, R\u00e9publique d\u00e9mocratique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KR\" >Cor\u00e9e<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CR\" >Costa Rica<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HR\" >Croatie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CU\" >Cuba<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CI\" >C\u00f4te d&#039;Ivoire<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DK\" >Danemark<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DJ\" >Djibouti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DM\" >Dominique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EG\" >Egypte<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SV\" >El Salvador<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AE\" >Emirats arabes unis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EC\" >Equateur<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ER\" >Erythr\u00e9e<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ES\" >Espagne<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EE\" >Estonie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"US\" >Etats-Unis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ET\" >Ethiopie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FJ\" >Fidji<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FI\" >Finlande<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FR\"  selected='selected'>France<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RU\" >F\u00e9d\u00e9ration Russe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GA\" >Gabon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GM\" >Gambie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GH\" >Ghana<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GI\" >Gibraltar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GD\" >Grenade<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GL\" >Groenland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GR\" >Gr\u00e8ce<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GP\" >Guadeloupe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GU\" >Guam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GT\" >Guatemala<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GG\" >Guernesey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GN\" >Guin\u00e9e<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GQ\" >Guin\u00e9e \u00c9quatoriale<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GW\" >Guin\u00e9e-Bissau<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GY\" >Guyane<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GF\" >Guyane Fran\u00e7aise<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GE\" >G\u00e9orgie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GS\" >G\u00e9orgie du Sud et \u00eele Sandwich.<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HT\" >Ha\u00efti<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HN\" >Honduras<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HK\" >Hong Kong<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HU\" >Hongrie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BV\" >Ile Bouvet<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CX\" >Ile Christmas<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"HM\" >Ile Heard et \u00celes Mcdonald<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IM\" >Ile de Man<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AX\" >Iles Aland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KY\" >Iles Ca\u00efmans<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CC\" >Iles Cocos (Keeling)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CK\" >Iles Cook<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FK\" >Iles Falkland (Malouines)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FO\" >Iles F\u00e9ro\u00e9<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MP\" >Iles Mariannes du Nord<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MH\" >Iles Marshall<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SB\" >Iles Salomon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TC\" >Iles Turques-et-Ca\u00efques<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VG\" >Iles Vierges britanniques<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VI\" >Iles Vierges, \u00c9tats-Unis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UM\" >Iles p\u00e9riph\u00e9riques des \u00c9tats-Unis<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IN\" >Inde<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ID\" >Indon\u00e9sie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IQ\" >Irak<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IR\" >Iran (R\u00e9publique islamique d)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IE\" >Irlande<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IS\" >Islande<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IL\" >Isra\u00ebl<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IT\" >Italie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JM\" >Jama\u00efque<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JP\" >Japon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JE\" >Jersey<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"JO\" >Jordanie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KZ\" >Kazakhstan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KE\" >Kenya<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KG\" >Kirghizistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KI\" >Kiribati<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KW\" >Koweit<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LA\" >Laos<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SC\" >Les Seychelles<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LS\" >Lesotho<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LV\" >Lettonie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LB\" >Liban<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LR\" >Lib\u00e9ria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LI\" >Liechtenstein<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LT\" >Lituanie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LU\" >Luxembourg<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LY\" >Lybie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MO\" >Macao<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MK\" >Mac\u00e9doine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MG\" >Madagascar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MY\" >Malaisie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MW\" >Malawi<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MV\" >Maldives<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ML\" >Mali<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MT\" >Malte<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MA\" >Maroc<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MQ\" >Martinique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MU\" >Maurice<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MR\" >Mauritanie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YT\" >Mayotte<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MX\" >Mexique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"FM\" >Micron\u00e9sie, \u00c9tats f\u00e9d\u00e9r\u00e9s de<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MD\" >Moldavie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MC\" >Monaco<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MN\" >Mongolie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MS\" >Montserrat<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ME\" >Mont\u00e9n\u00e9gro<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MZ\" >Mozambique<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NA\" >Namibie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NR\" >Nauru<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NI\" >Nicaragua<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NE\" >Niger<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NG\" >Nigeria<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NU\" >Niu\u00e9<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NF\" >Norfolk<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NO\" >Norv\u00e8ge<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NC\" >Nouvelle Cal\u00e9donie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NZ\" >Nouvelle-Z\u00e9lande<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NP\" >N\u00e9pal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"OM\" >Oman<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UG\" >Ouganda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UZ\" >Ouzb\u00e9kistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PK\" >Pakistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PW\" >Palaos<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PA\" >Panama<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PG\" >Papouasie Nouvelle Guin\u00e9e<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PY\" >Paraguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"NL\" >Pays-Bas<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PH\" >Philippines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PN\" >Pitcairn<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PL\" >Pologne<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PF\" >Polyn\u00e9sie fran\u00e7aise<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PR\" >Porto Rico<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PT\" >Portugal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PE\" >P\u00e9rou<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"QA\" >Qatar<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RO\" >Roumanie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"GB\" >Royaume-Uni<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RW\" >Rwanda<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"DO\" >R\u00e9publique Dominicaine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SY\" >R\u00e9publique arabe syrienne<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CF\" >R\u00e9publique centrafricaine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CZ\" >R\u00e9publique tch\u00e8que<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RE\" >R\u00e9union<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"EH\" >Sahara occidental<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"BL\" >Saint Barth\u00e9lemy<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SM\" >Saint Marin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"MF\" >Saint Martin<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"KN\" >Saint-Christophe-et-Ni\u00e9v\u00e8s<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PM\" >Saint-Pierre-et-Miquelon<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VA\" >Saint-Si\u00e8ge (\u00c9tat de la Cit\u00e9 du Vatican)<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VC\" >Saint-Vincent-et-les Grenadines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SH\" >Sainte-H\u00e9l\u00e8ne<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LC\" >Sainte-Lucie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WS\" >Samoa<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"AS\" >Samoa am\u00e9ricaines<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ST\" >Sao Tom\u00e9 et Principe<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"RS\" >Serbie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SL\" >Sierra Leone<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SG\" >Singapour<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SK\" >Slovaquie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SI\" >Slov\u00e9nie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SO\" >Somalie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SD\" >Soudan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"LK\" >Sri Lanka<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"CH\" >Suisse<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SR\" >Suriname<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SE\" >Su\u00e8de<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SJ\" >Svalbard et Jan Mayen<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SZ\" >Swaziland<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"SN\" >S\u00e9n\u00e9gal<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TJ\" >Tadjikistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TZ\" >Tanzanie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TW\" >Ta\u00efwan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TD\" >Tchad<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TF\" >Terres australes fran\u00e7aises<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"IO\" >Territoire britannique de l&#039;oc\u00e9an Indien<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"PS\" >Territoire palestinien occup\u00e9<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TH\" >Tha\u00eflande<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TL\" >Timor oriental<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TG\" >Togo<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TK\" >Tok\u00e9laou<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TO\" >Tonga<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TT\" >Trinit\u00e9-et-Tobago<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TN\" >Tunisie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TM\" >Turkm\u00e9nistan<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TR\" >Turquie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"TV\" >Tuvalu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UA\" >Ukraine<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"UY\" >Uruguay<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VU\" >Vanuatu<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VE\" >Venezuela<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"VN\" >Vietnam<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"WF\" >Wallis et Futuna<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"YE\" >Y\u00e9men<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZM\" >Zambie<\/option>\n\t\t\t\t\t\t\t\t\t\t\t<option value=\"ZW\" >Zimbabwe<\/option>\n\t\t\t\t\t\t\t\t\t<\/select>\n\n\t\t\t\t<div class=\"invalid-feedback-frm\" role=\"alert\">Pays n&#039;est pas valide<\/div>\n\t\t\t<\/div>\n\n\t\t<\/div>\n\n\t\t<script type=\"text\/javascript\">\n            jQuery(document).ready(function($) {\n                $('.mf_form__form').each(function() {\n                    var $form = $(this); \/\/ This specific form instance\n\n                    \/\/ Find the country select in this form\n                    $form.find('.form_country_select').each(function() {\n                        var $select = $(this);\n\t\t\t\t\t\tvar clickCount = 0;\n                        \/\/ On change\n                        $select.on('click', function() {\n\t\t\t\t\t\t\tclickCount++;\n\t\t\t\t\t\t\tif (clickCount === 1) {\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').addClass('active');\n\t\t\t\t\t\t\t} else {\n\t\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t\t}\n\t\t\t\t\t\t});\n\t\t\t\t\t\t$select.on('blur', function() {\n\t\t\t\t\t\t\tclickCount = 0;\n\t\t\t\t\t\t\t$(this).parent().find('.icon-zodiak-chevron-down').removeClass('active');\n\t\t\t\t\t\t});\n                    });\n                });\n            });\n        <\/script>\n\n\t\t<div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" pattern=\"^[0-9\\-\\+\\s]+$\"  class=\"form-control\" id=\"_mf_678098_3737_2009666629\" name=\"_mf_678098_3737\" oninput=\"validateInput(this)\" maxlength=\"14\" placeholder=\"T\u00e9l\u00e9phone\"  \/><label for=\"_mf_678098_3737_2009666629\" class=\"form-label\">T\u00e9l\u00e9phone (Optionnel)<\/label><\/div><div class=\"mf-field-wrapper form-floating col-sm-12\"><input type=\"text\" class=\"form-control\" id=\"_mf_678057_9962_1382925360\" name=\"_mf_678057_9962\" placeholder=\"Votre message\" required \/><label for=\"_mf_678057_9962_1382925360\" class=\"form-label\">Votre message <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Votre message n&#039;est pas valide<\/div><\/div>\t\t\t<div class=\"mf_field mf_field--hidden \">\n\t\t\t\t<label for=\"_mf_678098_833_1720834089\">Expert title\t\t\t\t\t<\/label>\n\t\t\t\t<input type=\"hidden\" id=\"_mf_678098_833_1720834089\" class=\"mf_field__input empty\" name=\"_mf_678098_833\" data-validate=\"text\" data-hidden-field-tag=\"expert_title\" value=\"\"  \/>\n\t\t\t<\/div>\n\t\t\t\t\t<div class=\"mf_field mf_field--hidden \">\n\t\t\t\t<label for=\"_mf_678074_6186_859339796\">Page URL\t\t\t\t\t<\/label>\n\t\t\t\t<input\n\t\t\t\t\ttype=\"hidden\"\n\t\t\t\t\tid=\"_mf_678074_6186_859339796\"\n\t\t\t\t\tclass=\"mf_field__input empty\"\n\t\t\t\t\tname=\"_mf_678074_6186\"\n\t\t\t\t\tdata-validate=\"text\"\n\t\t\t\t\tvalue=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/ia-generative-le-temps-de-la-transformation\/\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t<\/div>\n\t\t<div class=\"mf-field-wrapper  col-sm-12\">\n\t\t<div class=\"form-check checkbox-controls\">\n\n\t\t\t<input type=\"checkbox\" id=\"_mf_676787_7054_1260316061\" class=\"form-check-input\"\n\t\t\t\tname=\"_mf_676787_7054[]\"\n\t\t\t\tvalue=\"1\"\n\t\t\t\trequired\n\t\t\t>\n\n\t\t\t<label for=\"_mf_676787_7054_1260316061\" class=\"form-check-label consent-text\">\n\t\t\t\tJe consens \u00e0 ce que mes donn\u00e9es soient utilis\u00e9es \u00e0 des fins de marketing et communication, comme d\u00e9crit dans notre <a href=\"https:\/\/www.capgemini.com\/fr-fr\/charte-de-protection-des-donnees-personnelles\/\" \/>Politique li\u00e9e aux donn\u00e9es personnelles. <\/a> &nbsp;\t\t\t<\/label>\n\n\t\t<\/div>\n\t\t<\/div>\t\t\t<div class=\"mf_field mf_field--recaptcha\">\n\t\t\t\t<div class=\"g-recaptcha\" data-sitekey=\"6Lc3OpIUAAAAADY4ErEHF0HF6Tr7vuknduDU-fbl\"><\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"mf_field mf_field--submit\" >\n\t\t\t\t<div class=\"slide-button-background button-background\">\n\t\t\t\t\t<label for=\"slider-submit-_mf_676787_3613\" class=\"slide-text\">\n\t\t\t\t\t\tFaire glisser\t\t\t\t\t<\/label>\n\t\t\t\t\t<input\n\t\t\t\t\t\tid=\"slider-submit-_mf_676787_3613\"\n\t\t\t\t\t\ttype=\"range\"\n\t\t\t\t\t\tclass=\"mf_field__input slider-frm-btn\"\n\t\t\t\t\t\trel=\"_mf_676787_3613\"\n\t\t\t\t\t\tmin=\"0\"\n\t\t\t\t\t\tmax=\"100\"\n\t\t\t\t\t\tvalue=\"0\"\n\t\t\t\t\t\taria-label=\"Slide to submit\"\n\t\t\t\t\t\taria-describedby=\"slide-instruction-_mf_676787_3613\"\n\t\t\t\t\t\taria-valuenow=\"0\"\n\t\t\t\t\t\taria-valuemin=\"0\"\n\t\t\t\t\t\taria-valuemax=\"100\"\n\t\t\t\t\t\taria-orientation=\"horizontal\"\n\t\t\t\t\t\trole=\"slider\"\n\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\/>\n\t\t\t\t\t<span id=\"slide-instruction-_mf_676787_3613\" class=\"sr-only\">\n\t\t\t\t\t\tUtilisez les fl\u00e8ches droite pour faire d\u00e9filer ou faites glisser vers la droite avec votre doigt. Lorsque vous atteignez 100 %, le formulaire est envoy\u00e9.\t\t\t\t\t<\/span>\n\t\t\t\t\t<!-- Mobile-only submit button fallback -->\n\t\t\t\t\t<button type=\"submit\" class=\"mf-mobile-submit-btn\" disabled>\n\t\t\t\t\t\t<span class=\"sr-only\">Si vous utilisez un lecteur d\u2019\u00e9cran ou VoiceOver, appuyez deux fois sur ce bouton pour envoyer le formulaire.<\/span>\n\t\t\t\t\t\tFaire glisser\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t\t<input type=\"hidden\" name=\"submit_btn_txt\" class=\"submit_btn_txt\" value=\"Faire glisser\"\/>\n\t\t\t\t<input type=\"hidden\" name=\"submitted_state_txt\" class=\"submitted_state_txt\" value=\"Valid\u00e9\"\/>\n\t\t\t<\/div>\n\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"678098\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"formulaire-page-experts\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"42878d64e6\" \/>\n\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_conditional_logic\" class=\"mf_form__title conditional_logic\" value=\"\" \/>\n\t\t\t\t\n\t\t\t\t<input type=\"hidden\" name=\"mf_form_fields_country_dpo_field\" class=\"mf_form__title conditional_logic mf_form_fields_country_dpo_field\" value=\"\" \/>\n\n\t\t\t\t<!-- Anti-spam field -->\n\t\t\t\t<input type=\"text\" \n\t\t\t\t\tname=\"website_url\" \n\t\t\t\t\tclass=\"mf_field__url\" \n\t\t\t\t\tautocomplete=\"off\"\n\t\t\t\t\ttabindex=\"-1\"\n\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\tstyle=\"position:absolute;left:-9999px;width:1px;height:1px;opacity:0;pointer-events:none;\" \n\t\t\t\t\/>\n\t\t\t<\/form>\n\n\t\t\t<div class=\"mf_form__success\" tabindex=\"0\" role=\"alert\">\n\t\t\t\tMerci de votre int\u00e9r\u00eat.<br>Nous reprendrons prochainement contact avec vous.<br>A bient\u00f4t<\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>D\u00e9sol\u00e9, la soumission du formulaire a \u00e9chou\u00e9. Merci de r\u00e9essayer.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG678098 = {\"678098\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\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\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<div class=\"row\">\n\t\t\t\t\t\t\t<div class=\"heading col-12 col-md-8\">\n\t\t\t\t\t\t\t\t<h2>Pour aller plus loin<\/h2>\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\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"slider slider-fader bdb29f87-3c7a-4939-8d0a-93883bc1af18\">\n\t\t\t\t\t\t\t\t\t<div class=\"slider-nav-wrapper smallDevice\">\n\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 text-center\">\n\t\t\t\t\t\t\t\t<div class=\"slider-nav\">\n\t\t\t\t\t\t\t\t\t<button class=\"slider-prev inactive\"\n\t\t\t\t\t\t\t\t\t\taria-label=\"Curseur pr\u00e9c\u00e9dent\"><\/button>\n\t\t\t\t\t\t\t\t\t<ul class=\"slider-paginator\"><\/ul>\n\t\t\t\t\t\t\t\t\t<button class=\"slider-next \"\n\t\t\t\t\t\t\t\t\t\taria-label=\"Curseur suivant\"><\/button>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\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 is-style-blue-capgemini-theme\">\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=\"IA g\u00e9n\u00e9rative\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tIA g\u00e9n\u00e9rative\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=\"Les premi\u00e8res organisations \u00e0 l\u2019adopter sauront avant les autres r\u00e9inventer leur mod\u00e8le d\u2019affaires.\"\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\tLes premi\u00e8res organisations \u00e0 l\u2019adopter sauront avant les autres r\u00e9inventer leur mod\u00e8le d\u2019affaires.\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<\/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<div class=\"btnDiv\"> <a class=\"more2\" data-maxlength=\"24\" aria-label=\"En savoir plus A propos IA g\u00e9n\u00e9rative\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t tabindex=\"0\" href=\"https:\/\/www.capgemini.com\/fr-fr\/services\/data-intelligence-artificielle\/ia-generative\/\"\n\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\tEn savoir plus\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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page-2.webp\"\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\t\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 class=\"\">\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\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 is-style-blue-capgemini-theme\">\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=\"Data &amp; intelligence artificielle\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tData &amp; intelligence artificielle\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=\"Ma\u00eetrisez vos donn\u00e9es et transformez votre organisation.\"\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\tMa\u00eetrisez vos donn\u00e9es et transformez votre organisation.\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<\/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<div class=\"btnDiv\"> <a class=\"more2\" data-maxlength=\"24\" aria-label=\"En savoir plus A propos Data &amp; intelligence artificielle\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t tabindex=\"-1\" href=\"https:\/\/www.capgemini.com\/fr-fr\/services\/data-intelligence-artificielle\/\"\n\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\tEn savoir plus\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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp?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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/0_1_Header-banner_Eye-lady-e1649075744243.webp\"\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\t\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 class=\"\">\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\t\t\t\t\t<div class=\"slider-nav-wrapper largeDevice\">\n\t\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t\t<div class=\"col-md-12 text-center\">\n\t\t\t\t\t\t\t\t<div class=\"slider-nav\">\n\t\t\t\t\t\t\t\t\t<button class=\"slider-prev inactive\"\n\t\t\t\t\t\t\t\t\t\taria-label=\"Curseur pr\u00e9c\u00e9dent\"><\/button>\n\t\t\t\t\t\t\t\t\t<ul class=\"slider-paginator\"><\/ul>\n\t\t\t\t\t\t\t\t\t<button class=\"slider-next\"\n\t\t\t\t\t\t\t\t\t\taria-label=\"Curseur suivant\"><\/button>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t<\/section>\n\n\t\t","protected":false},"excerpt":{"rendered":"<p>2023 a \u00e9t\u00e9 une ann\u00e9e d\u2019exploration et de structuration dans le domaine de la Gen AI pour les entreprises. En 2024, la cible est le passage \u00e0 l\u2019\u00e9chelle.<\/p>\n","protected":false},"author":157,"featured_media":732282,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cg_dt_proposed_to":[21,41],"cg_seo_hreflang_relations":"[]","cg_seo_canonical_relation":"{\"uuid\":\"b04a424a-73e0-4460-ad35-ecac0eeb319f\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_seo_hreflang_x_default_relation":"{\"uuid\":\"3ba5676f-e6c5-49a4-b3ab-2a04b117382f\",\"blogId\":\"\",\"domain\":\"\",\"sitePath\":\"\",\"postLink\":\"\",\"postId\":null,\"isSaved\":true,\"isCrossLink\":false,\"hasCrossLink\":false}","cg_dt_approved_content":true,"cg_dt_mandatory_content":false,"cg_dt_notes":"","cg_dg_source_changed":false,"cg_dt_link_disabled":true,"_yoast_wpseo_primary_brand":"31","_jetpack_memberships_contains_paid_content":false,"footnotes":"","featured_focal_points":""},"categories":[5],"tags":[174],"brand":[31],"service":[49],"industry":[],"partners":[],"blog-topic":[359],"content-group":[],"class_list":["post-739380","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technologies","tag-ia-et-data","brand-capgemini-invent","service-ia-data","blog-topic-ia-data"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v22.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>IA g\u00e9n\u00e9rative\u202f: le temps de la transformation - Capgemini France<\/title>\n<meta name=\"description\" content=\"2023 a \u00e9t\u00e9 une ann\u00e9e d\u2019exploration et de structuration dans le domaine de la Gen AI pour les entreprises. 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