{"id":751965,"date":"2024-04-26T10:00:00","date_gmt":"2024-04-26T08:00:00","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?p=751965"},"modified":"2025-10-29T15:29:41","modified_gmt":"2025-10-29T14:29:41","slug":"cosmetique-ia-reinvente-veille-reglementaire","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/cosmetique-ia-reinvente-veille-reglementaire\/","title":{"rendered":"Cosm\u00e9tique\u00a0: l\u2019IA r\u00e9invente la veille r\u00e9glementaire"},"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>Cosm\u00e9tique\u00a0: l\u2019IA r\u00e9invente la veille r\u00e9glementaire<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg?w=200&amp;quality=10\" alt=\"Capgemini Logo\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Benjamin Mathiesen et Camille Pierres<\/h5><h5 class=\"blog-date\">26 avril 2024<\/h5><\/div><\/div><div class=\"brand-image\"><\/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\/cosmetique-ia-reinvente-veille-reglementaire\/\" 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\/cosmetique-ia-reinvente-veille-reglementaire\/\" 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\">De la mise sur le march\u00e9 d\u2019un produit au respect de sa conformit\u00e9 tout au long de son cycle de vie, les industriels de la cosm\u00e9tique doivent composer avec un bataillon de r\u00e8gles aussi nombreuses que mouvantes. D\u2019o\u00f9 la n\u00e9cessit\u00e9 d\u2019une strat\u00e9gie de veille r\u00e9glementaire robuste, qui a tout int\u00e9r\u00eat \u00e0 s\u2019appuyer sur l\u2019IA pour gagner en temps et en efficacit\u00e9.<\/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<p>C\u2019est un march\u00e9 estim\u00e9 \u00e0 511 milliards d\u2019euros en 2021, selon une \u00e9tude de <a href=\"https:\/\/fr.statista.com\/statistiques\/506300\/cosmetiques-croissance-marche-mondial\/\" target=\"_blank\" rel=\"noreferrer noopener\">Statista<\/a> de juillet 2022. Les cosm\u00e9tiques sont un vaste march\u00e9 en croissance, qui recouvrent tous les produits destin\u00e9s \u00e0 une application sur le visage ou le corps humain&nbsp;: parfums, gels douche, d\u00e9odorants, shampoings, maquillage, produits pour b\u00e9b\u00e9s\u2026 En raison d\u2019enjeux environnementaux et sanitaires, leur commercialisation est particuli\u00e8rement encadr\u00e9e et soumise \u00e0 une grande complexit\u00e9 juridique. La r\u00e9glementation, propre \u00e0 chaque pays, \u00e9tablit un cadre contraignant, auquel se greffent les normes guidant les processus industriels et op\u00e9rationnels. En compl\u00e9ment, les certifications garantissent la conformit\u00e9 \u00e0 une norme ou \u00e0 un label, celui-ci \u00e9tant d\u00e9fini par des syndicats professionnels ou d&#8217;autres types d&#8217;organisations.<\/p>\n\n\n\n<p>En cas de non-respect du cadre r\u00e9glementaire, les cons\u00e9quences peuvent \u00eatre particuli\u00e8rement lourdes, aussi bien au niveau financier qu\u2019en termes d\u2019image : retrait du march\u00e9, p\u00e9nalit\u00e9s\u2026S\u2019assurer en permanence de la conformit\u00e9 sur ses diff\u00e9rents march\u00e9s est donc crucial pour les industriels du secteur, aussi bien en termes de comp\u00e9titivit\u00e9 que de ma\u00eetrise des risques.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-des-regles-nombreuses-et-en-constante-evolution\"><strong>Des r\u00e8gles nombreuses et en constante \u00e9volution<\/strong><\/h2>\n\n\n\n<p>Sur un march\u00e9 mondialis\u00e9, cet enchev\u00eatrement de r\u00e8gles complexifie drastiquement la t\u00e2che. La premi\u00e8re difficult\u00e9 r\u00e9side dans le recensement et l\u2019interpr\u00e9tation des textes applicables \u00e0 leurs produits cosm\u00e9tiques pour chaque zone de commercialisation. En Europe, le r\u00e8glement 1223\/2009 relatif \u00e0 l\u2019industrie cosm\u00e9tique, en vigueur depuis 2013 et applicable dans tous les \u00c9tats-membres, permet certes de dresser un cadre sur une zone relativement \u00e9tendue. Mais ces textes peuvent diff\u00e9rer sensiblement de ceux en vigueur aux \u00c9tats-Unis, au Canada, en Russie ou encore au Japon. Certains \u00c9tats recourent d\u2019ailleurs \u00e0 l\u2019arsenal r\u00e9glementaire pour d\u00e9fendre leurs champions nationaux contre les concurrents \u00e9trangers, parfois en changeant simplement quelques d\u00e9tails qui vont retarder la mise sur le march\u00e9 de leurs produits. La veille s\u2019impose alors comme le meilleur moyen de percer cette ligne d\u00e9fensive. <a id=\"_msocom_1\"><\/a><\/p>\n\n\n\n<p>Second \u00e9cueil \u00e0 affronter&nbsp;: l\u2019\u00e9volution r\u00e9glementaire, rythm\u00e9e par les d\u00e9cisions politiques ou les d\u00e9couvertes scientifiques sur la toxicit\u00e9 de telle ou telle substance. Son caract\u00e8re impr\u00e9visible impose une veille permanente et particuli\u00e8rement chronophage, qui ne permet pas pour autant d\u2019\u00e9liminer tout risque&nbsp;: aucun industriel n\u2019est assur\u00e9 de pouvoir identifier en temps r\u00e9el la publication d\u2019un texte ayant un impact sur la conformit\u00e9 d\u2019un de ses produits sur un march\u00e9 donn\u00e9. Certes, diverses soci\u00e9t\u00e9s proposent des services de veille r\u00e9glementaire, mais leurs m\u00e9thodes d\u2019analyse comportent des biais et ne sauraient \u00e9pouser les particularit\u00e9s de l\u2019activit\u00e9 de chaque industriel.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-une-necessaire-analyse-des-impacts\"><strong>Une n\u00e9cessaire analyse des impacts<\/strong><\/h2>\n\n\n\n<p>Enfin, s\u2019il est n\u00e9cessaire de se tenir inform\u00e9 de l\u2019\u00e9volution des textes r\u00e9glementaires, il importe \u00e9galement de pouvoir l\u2019analyser de mani\u00e8re pertinente&nbsp;: quelles cons\u00e9quences concr\u00e8tes sur les activit\u00e9s de l\u2019entreprise, \u00e0 savoir la commercialisation de tel ou tel produit particulier, ou de l\u2019ensemble d\u2019une gamme&nbsp;? Quels plans d\u2019action mettre en \u0153uvre (alternatives possibles en termes de formulation, de packaging\u2026)&nbsp;? Cette phase, primordiale pour appliquer les r\u00e8gles de conformit\u00e9 au d\u00e9veloppement des produits concern\u00e9s, n\u00e9cessite le plus souvent l\u2019\u0153il expert des soci\u00e9t\u00e9s savantes. En effet, il est souvent difficile pour les industriels de d\u00e9crypter au premier abord l\u2019impact op\u00e9rationnel d\u2019une modification r\u00e9glementaire.<\/p>\n\n\n\n<p>Jusqu\u2019\u00e0 pr\u00e9sent, le secteur de la cosm\u00e9tique devait affronter ces diff\u00e9rents d\u00e9fis en recourant \u00e0 des m\u00e9thodes plus ou moins empiriques pour s\u00e9lectionner les sources d\u2019informations pertinentes et analyser les r\u00e9sultats obtenus, puis mettre en \u0153uvre les d\u00e9cisions strat\u00e9giques n\u00e9cessaires. Ces recherches, effectu\u00e9es par mot-cl\u00e9 et par zone, portaient sur des volets aussi divers que la toxicologie, l\u2019emballage ou les modalit\u00e9s de mise sur le march\u00e9, soit autant d\u2019organismes diff\u00e9rents \u00e0 passer en revue, sans garantie d\u2019exhaustivit\u00e9. Autre difficult\u00e9&nbsp;: l\u2019interpr\u00e9tation de publications g\u00e9n\u00e9ralement disponibles uniquement dans la langue locale.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-de-l-ia-traditionnelle-au-llm\">De l&#8217;IA traditionnelle au LLM <\/h2>\n\n\n\n<p>En raison du manque de catalogues d\u2019exemples annot\u00e9s, l\u2019utilisation de l\u2019IA pour comparer les textes r\u00e9glementaires et analyser leur \u00e9volution reste encore relativement marginale. Technologie la plus utilis\u00e9e, la recherche s\u00e9mantique permet d\u2019ores et d\u00e9j\u00e0 de cat\u00e9goriser les sites, les documents et m\u00eame les phrases individuelles. Elle y parvient avec une grande finesse. Mieux, la priorisation des r\u00e9sultats ne repose pas uniquement sur la pr\u00e9sence de mots-cl\u00e9s et les r\u00e9ponses aux requ\u00eates deviennent plus pertinentes. Un gain de temps pr\u00e9cieux, m\u00eame si l\u2019interpr\u00e9tation humaine demeure incontournable.<\/p>\n\n\n\n<p>L\u2019irruption de l\u2019IA g\u00e9n\u00e9rative, plus sp\u00e9cifiquement la cat\u00e9gorie des &#8220;large language models (LLM)&#8221;, marque une nouvelle \u00e9tape&nbsp;d\u00e9cisive : par le jeu d\u2019entra\u00eenement aux questions r\u00e9ponses typiques pour une t\u00e2che donn\u00e9e, le <em>prompt engineering<\/em> permet de rep\u00e9rer tr\u00e8s rapidement les changements op\u00e9r\u00e9s dans une base documentaire. Compar\u00e9 aux moteurs de recherche s\u00e9mantique, les LLM fonctionnent tr\u00e8s bien sans m\u00eame qu\u2019une annotation exhaustive des textes soit n\u00e9cessaire. Leur connaissance g\u00e9n\u00e9rale du langage suffit \u00e0 rep\u00e9rer et \u00e0 exploiter les indices contextuels. L\u2019IA g\u00e9n\u00e9rative doit cependant s\u2019appuyer sur l\u2019IA traditionnelle pour \u00e9valuer la nature (fabrication, formulation, emballage, \u00e9tiquetage\u2026) et la port\u00e9e d\u2019un changement r\u00e9glementaire sur une gamme de produits. Cette association, sous contr\u00f4le de l\u2019humain, offre des r\u00e9sultats particuli\u00e8rement significatifs en termes de productivit\u00e9 et d\u2019exhaustivit\u00e9.<\/p>\n\n\n\n<p>Au-del\u00e0 de la simple recherche documentaire, un LLM est capable d\u2019interagir avec plusieurs bases de donn\u00e9es diff\u00e9rentes, permettant aux scientifiques de mettre rapidement en \u0153uvre les plans d\u2019action n\u00e9cessaires, par exemple en mati\u00e8re de modification d\u2019une formulation. En identifiant les ingr\u00e9dients alternatifs et leurs propri\u00e9t\u00e9s chimiques ou sensorielles, il joue le r\u00f4le d\u2019un formidable acc\u00e9l\u00e9rateur du travail de recherche.<\/p>\n\n\n\n<p>Ces solutions d\u2019intelligence augment\u00e9e au service de l\u2019humain r\u00e9duisent les bruits, c\u2019est-\u00e0-dire les informations non pertinentes, et proposent des outils enti\u00e8rement personnalis\u00e9s et adapt\u00e9s aux enjeux de veille r\u00e9glementaire. \u00c0 la cl\u00e9, des gains consid\u00e9rables de productivit\u00e9 et une meilleure ma\u00eetrise des risques tout en gardant l\u2019humain au centre.<\/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\">Auteurs<\/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\/2024\/04\/Camille_pierres.jpg\" alt=\"Camille Pierres\"\/>\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\/camille-pierres-a639986\/\"><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\">Camille Pierres<\/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>Senior Expert &#8211; Center of Excellence Compliance &amp; Performance in Life Sciences<\/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\/camille-pierres-a639986\/\"><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\">Camille a plus de 20 ans d&#8217;exp\u00e9rience dans le secteur pharmaceutique, dont 4 ans de conseil en sciences de la vie, 8 ans en tant qu&#8217;expert en qualit\u00e9 pharmaceutique aupr\u00e8s de l&#8217;Autorit\u00e9 nationale fran\u00e7aise et 9 ans dans l&#8217;industrie pharmaceutique dans la recherche en chimie m\u00e9dicinale.<\/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\/04\/benjamin_mathiesen.jpg\" alt=\"Benjamin Mathiesen\"\/>\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\/benjamin-mathiesen-08730a34\/\"><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\">Benjamin Mathiesen<\/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>Lead Data Scientist, Hybrid Intelligence<\/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\/benjamin-mathiesen-08730a34\/\"><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\">Benjamin a 20 ans d&#8217;exp\u00e9rience de recherche dans la mod\u00e9lisation et l&#8217;exploration de donn\u00e9es, la programmation scientifique, l&#8217;analyse num\u00e9rique et les statistiques, avec un sur le big data, la data science et l&#8217;intelligence artificielle. C&#8217;est \u00e9galement un expert en r\u00e9daction scientifique et technique. <\/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=\"Curseur pr\u00e9c\u00e9dent\" tabindex=\"-1\"><\/button><ul class=\"slider-paginator\"><\/ul><button class=\"slider-next\" aria-label=\"Curseur suivant\"><\/button><\/div><\/div><\/section>\n\n\n<section class=\"section section--expert-perspectives\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"expert-heading\">Nos articles de blog <\/h2><\/div><\/div><div class=\"expert-prospective-container\"><div class=\"row\"><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/architecture-connectivite\/\" aria-label=\"L\u2019architecture de connectivit\u00e9, la colonne vert\u00e9brale de l\u2019industrie dans un monde incertain\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/06\/GettyImages-2170764937.jpg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\">Engineering, Intelligent Industry<\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/architecture-connectivite\/\" aria-label=\"L\u2019architecture de connectivit\u00e9, la colonne vert\u00e9brale de l\u2019industrie dans un monde incertain\"><h3 class=\"expert-subtitle\">L\u2019architecture de connectivit\u00e9, la colonne vert\u00e9brale de l\u2019industrie dans un monde incertain<\/h3><\/a><div class=\"box-bottom\">\n\t\t   <div class=\"box-logo\"><img decoding=\"async\" class=\"light\" loading=\"lazy\" alt=\"Capgemini\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-blue.svg\" \/><img decoding=\"async\" class=\"dark\" loading=\"lazy\" alt=\"Capgemini\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg\" \/><\/div><div class=\"date-name-info\"><div class=\"author-text\">Capgemini<\/div><div class=\"date-text\">juin 6, 2025<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/chariot-connecte\/\" aria-label=\"Le chariot connect\u00e9 : une r\u00e9volution pour l&#039;exp\u00e9rience client\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/blog_chariot_connecte.jpg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\">Consommation<\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/chariot-connecte\/\" aria-label=\"Le chariot connect\u00e9 : une r\u00e9volution pour l&#039;exp\u00e9rience client\"><h3 class=\"expert-subtitle\">Le chariot connect\u00e9 : une r\u00e9volution pour l&#039;exp\u00e9rience client<\/h3><\/a><div class=\"box-bottom\">\n\t\t   <div class=\"box-logo\"><img decoding=\"async\" class=\"light\" loading=\"lazy\" alt=\"Capgemini\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-blue.svg\" \/><img decoding=\"async\" class=\"dark\" loading=\"lazy\" alt=\"Capgemini\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg\" \/><\/div><div class=\"date-name-info\"><div class=\"author-text\">Capgemini<\/div><div class=\"date-text\">mars 6, 2025<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"col-12 col-md-4 row-space\"><div class=\"box\"><div class=\"box-img-wrapper\"><a href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/mode-passeport-numerique-dpp-experience-client\/\" aria-label=\"Mode et DPP\u00a0: une exp\u00e9rience client \u00e0 nulle autre pareille\u00a0?\" tabindex=\"-1\"><img decoding=\"async\" class=\"box-img\" alt=\"\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/2025-FR-Blog-ModexDPP.jpg?w=600&#038;quality=70\" style=\"object-position: 50% 50%; object-fit: cover;\" loading=\"lazy\" \/><\/a><\/div><div class=\"box-inner\"><div class=\"box-tag\">Consommation, Intelligent Industry<\/div><a class=\"content-box-title\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/mode-passeport-numerique-dpp-experience-client\/\" aria-label=\"Mode et DPP\u00a0: une exp\u00e9rience client \u00e0 nulle autre pareille\u00a0?\"><h3 class=\"expert-subtitle\">Mode et DPP\u00a0: une exp\u00e9rience client \u00e0 nulle autre pareille\u00a0?<\/h3><\/a><div class=\"box-bottom\">\n\t\t   <div class=\"box-logo\"><img decoding=\"async\" class=\"light\" loading=\"lazy\" alt=\"Capgemini\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-blue.svg\" \/><img decoding=\"async\" class=\"dark\" loading=\"lazy\" alt=\"Capgemini\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/cg-logo-white.svg\" \/><\/div><div class=\"date-name-info\"><div class=\"author-text\">Capgemini<\/div><div class=\"date-text\">f\u00e9vr. 24, 2025<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n\n<section class=\"wp-block-cg-blocks-wrapper-client-stories section-client-stories\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"clientblock-title\"><\/h2><\/div><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"slider-nav-wrapper smallDevice\"><div class=\"slider-nav\"><button class=\"slider-prev  inactive\" aria-label=\"Slider previous\" tabindex=\"-1\"><\/button><button class=\"slider-next \" aria-label=\"Slider next\"><\/button><\/div><\/div><div class=\"slider-list\"><div class=\"slide active\">\n\t\t\t<div class=\"slide-bg-wrapper\">\n\t\t\t\t<picture><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png?w=2880&amp;quality=70 2x\"\n\t\t\t\tmedia=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png?w=2880&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png?w=2048&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png?w=480&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png?w=960&amp;quality=70 2x\"\n\t\t\tmedia=\"(min-width: 0)\"\/><img decoding=\"async\" loading=\"lazy\" class=\"slide-bg\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/01\/2022-FR-Hero-Bannrer-Loreal-Computer-Vision.png\" alt=\"\"\n\t\t\tstyle=\"object-position: 48% 29%; object-fit: cover;\"\n\t\t\/><\/picture><div class=\"slide-reveal\"><\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class=\"slide-info-wrapper\">\n\t\t\t\t\t<div class=\"row\">\n\t\t\t\t\t\t<div class=\"col-12 col-lg-6\">\n\t\t\t\t\t\t\t<div class=\"slide-info\">\n\t\t\t\t\t\t\t\t<a aria-label=\"L\u2019IA transforme la ligne de production chez L\u2019Or\u00e9al\"\n\t\t\t\t\t\t\t\t   href=\"https:\/\/www.capgemini.com\/fr-fr\/actualites\/cas-clients\/loreal-computer-vision\/\">\n\t\t\t\t\t\t\t\t\t<div class=\"box\">\n\t\t\t\t\t\t\t\t\t\t<h3 class=\"client-subtitle\">L\u2019IA transforme la ligne de production chez L\u2019Or\u00e9al<\/h3>\n\t\t\t\t\t\t\t\t\t\t<p>L\u2019or\u00e9al collabore avec avec Capgemini pour cr\u00e9er sa propre solution de computer vision bas\u00e9e sur l&#039;IA, permettant d&#039;automatiser le processus d&#039;identification et de retrait de bouteilles d\u00e9fectueuses dans ses lignes de production.<\/p>\n\t\t\t\t\t\t\t\t\t<\/div><!-- End of box-->\n\t\t\t\t\t\t\t\t<\/a><div class=\"slide-info-footer\">\n                                <div class=\"brand-logo-wrapper\"><\/div>\n\t\t\t<div class=\"content-more\">\n\t\t\t\t<a class=\"cta-button\" href=\"https:\/\/www.capgemini.com\/fr-fr\/actualites\/cas-clients\/loreal-computer-vision\/\" aria-label=\"Read more about L\u2019IA transforme la ligne de production chez L\u2019Or\u00e9al\"><span>Plus d&#039;informations<\/span><\/a>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div><!-- End of slide info-->\n<\/div>\n<\/div>\n<\/div>\n<\/div><!-- End of container-->\n\n<\/div><!-- End of slide active -->\n<\/div><div class=\"slider-nav-wrapper largeDevice\"><div class=\"slider-nav\"><button class=\"slider-prev  inactive\" aria-label=\"Slider previous\" tabindex=\"-1\"><\/button><button 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https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/12\/IA-Generative_Sante_LandingPage.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\/2023\/12\/IA-Generative_Sante_LandingPage.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/12\/IA-Generative_Sante_LandingPage.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\/2023\/12\/IA-Generative_Sante_LandingPage.jpg?w=800&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/12\/IA-Generative_Sante_LandingPage.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\/2023\/12\/IA-Generative_Sante_LandingPage.jpg?w=350&#038;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/12\/IA-Generative_Sante_LandingPage.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\/2023\/12\/IA-Generative_Sante_LandingPage.jpg\" alt=\"\" style=\"object-position: 49% 23%; 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\/revolutionner-futur-sante-grace-ia-generative\/\" aria-label=\"R\u00e9volutionner le futur de la sant\u00e9 gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative\" class=\"card-link-holder\">\n                            <div class=\"insight-card insight-card-center\">\n                                <div class=\"card-tag\">Livre blanc<\/div>\n                                <h3 class=\"card-title\">R\u00e9volutionner le futur de la sant\u00e9 gr\u00e2ce \u00e0 l\u2019IA g\u00e9n\u00e9rative<\/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.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\/barometre-directions-data-2024\/\" aria-label=\"Barom\u00e8tre des directions data 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\">Barom\u00e8tre des directions data 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-invent-white.svg\" alt=\"capgemini-invent\" class=\"light\">\n                                    <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent-white.svg\" alt=\"capgemini-invent\" class=\"dark\">\n                                <\/div>\n                            <\/div>\n                            <\/a>\n                        <\/div>\n                    <\/div>\n                    <\/div><\/div><\/section>\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 f277df92-abc9-4a99-b192-d462f0ff2734\">\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 \">\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=\"Alors que l\u2019IA g\u00e9n\u00e9rative continue de progresser, les premi\u00e8res organisations \u00e0 l\u2019adopter sauront avant les autres r\u00e9inventer leur mod\u00e8le d\u2019affaire\"\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\tAlors que l\u2019IA g\u00e9n\u00e9rative continue de progresser, les premi\u00e8res organisations \u00e0 l\u2019adopter sauront avant les autres r\u00e9inventer leur mod\u00e8le d\u2019affaire\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\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 IA G\u00e9n\u00e9rative\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Opens in new window\" tabindex=\"0\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\thref=\"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\t\ttarget=\"_blank\">\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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/10\/GEN-AI_Web-banner_Services-page.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.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.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.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.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.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.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.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.webp\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"object-position: 50% 50%; object-fit: cover;\" 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\tstyle=\"\" 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 \">\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=\"Produits de grande consommation\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tProduits de grande consommation\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=\"R\u00e9inventer les produits de grande consommation \u00e0 l\u2019\u00e8re du commerce connect\u00e9.\"\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\tR\u00e9inventer les produits de grande consommation \u00e0 l\u2019\u00e8re du commerce connect\u00e9.\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\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 Produits de grande consommation\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Opens in new window\" tabindex=\"-1\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\thref=\"https:\/\/www.capgemini.com\/fr-fr\/secteurs\/produits-de-grande-consommation\/\"\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\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/11\/Capgemini_Industries_Consumer-Products-1.webp?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/11\/Capgemini_Industries_Consumer-Products-1.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\/11\/Capgemini_Industries_Consumer-Products-1.webp?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/11\/Capgemini_Industries_Consumer-Products-1.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\/11\/Capgemini_Industries_Consumer-Products-1.webp?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/11\/Capgemini_Industries_Consumer-Products-1.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\/11\/Capgemini_Industries_Consumer-Products-1.webp?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/11\/Capgemini_Industries_Consumer-Products-1.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\/11\/Capgemini_Industries_Consumer-Products-1.webp\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"object-position: 50% 50%; object-fit: cover;\" 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\tstyle=\"\" 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-default\">\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=\"Continuit\u00e9 digitale\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tContinuit\u00e9 digitale\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 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-->\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\n\n\n<section class=\"wp-block-cg-blocks-call-to-action undefined call-to-action-block\"><div class=\"container\"><div class=\"call-to-action-block-content-wrapper has-description\"><div class=\"text-wrapper has-description\"><h3 class=\"title\" data-maxlength=\"144\">Newsletter Intelligence Artificielle<\/h3><p class=\"description\" data-maxlength=\"210\">Abonnez-vous \u00e0 notre newsletter et recevez nos derni\u00e8res actualit\u00e9s d\u00e9di\u00e9es \u00e0 l\u2019intelligence artificielle<\/p><\/div><div class=\"button-wrapper has-description\"><a class=\" cta-btn action-valid\" href=\"https:\/\/go.capgeminigroup.com\/intelligence-artificielle-newsletter\" target=\"\" rel=\"noopener noreferrer\" aria-label=\"S'abonner A propos Newsletter Intelligence Artificielle\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" data-maxlength=\"24\" tabindex=\"0\"> S&#8217;abonner <\/a><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>De la mise sur le march\u00e9 d\u2019un produit au respect de sa conformit\u00e9 tout 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