{"id":710936,"date":"2026-03-12T01:34:48","date_gmt":"2026-03-12T01:34:48","guid":{"rendered":"https:\/\/www.capgemini.com\/ca-fr\/?post_type=research-and-insight&#038;p=710936"},"modified":"2026-03-12T01:35:15","modified_gmt":"2026-03-12T01:35:15","slug":"ia-generative-au-service-des-mobilites-durables","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/ca-fr\/perspectives\/publications\/ia-generative-au-service-des-mobilites-durables\/","title":{"rendered":"L\u2019IA g\u00e9n\u00e9rative au service des mobilit\u00e9s durables"},"content":{"rendered":"\n<header class=\"wp-block-cg-blocks-hero-reusable header heroReusable  \"><div class=\"header-bgs\"><picture><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg?w=768&amp;quality=70 2x\" media=\"(min-width: 0)\"\/><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_LandingPage.jpg\" class=\"header-img header-img-d\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"eager\"\/><\/picture><\/div><div class=\"heroPictureCardHeaderShape\"><\/div><div class=\"container\"><div class=\"row\"><div class=\"col-md-12\"><div class=\"box\"><div class=\"boxTagWrapper\"><div class=\"tagInfo\"><div><span class=\"box-tag\">Mobilit\u00e9<\/span><\/div><\/div><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent-white.svg\" alt=\"capgemini-invent\" class=\"dark\"\/><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent.svg\" alt=\"capgemini-invent\" class=\"light\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">L\u2019IA g\u00e9n\u00e9rative au service des mobilit\u00e9s durables <\/h1><\/div><div class=\"inner-row-insight download-btn\"><\/div><\/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-2\"><nav class=\"article-social\"><ul class=\"social-nav\"><li class=\"ip-order-fb\"><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/www.capgemini.com\/ca-fr\/?post_type=research-and-insight&amp;p=710936\" 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\/ca-fr\/?post_type=research-and-insight&amp;p=710936\" 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-8\"><h2 class=\"intro-para-title\">Essentielle \u00e0 la lutte contre le changement climatique, la d\u00e9carbonation des transports passera par l\u2019\u00e9lectrification des v\u00e9hicules, mais aussi par un report important du trafic vers des mobilit\u00e9s collectives, partag\u00e9es et\/ou actives. Or, pour faciliter et acc\u00e9l\u00e9rer ce report modal, il ne s\u2019agit pas seulement de d\u00e9velopper les r\u00e9seaux ou de multiplier les incitations financi\u00e8res : il faut \u00e9galement s\u00e9duire le voyageur avec une offre qui soit \u00e0 la fois lisible, adapt\u00e9e, pratique et \u00e9conomique.<\/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=\"grid-container\"><div><div class=\"article-text article-quote-text\">\n<figure class=\"wp-block-image alignleft size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/03\/Invent-PoV-GenAI-Mobilites_VignetteCouverture.jpg?w=759\" alt=\"\" class=\"wp-image-749781\" style=\"aspect-ratio:0.7419354838709677;width:337px;height:auto\"\/><\/figure>\n\n\n\n<p>Du choix de son itin\u00e9raire jusqu\u2019\u00e0 son arriv\u00e9e \u00e0 destination, son exp\u00e9rience doit alors \u00eatre aussi personnalis\u00e9e et contextualis\u00e9e que possible, amenant une fluidit\u00e9 maximale avant, pendant et apr\u00e8s son trajet. Ce parcours sans couture est le plus \u00e0 m\u00eame d\u2019apporter une perception positive des modes de transport utilis\u00e9s, de la marque et de son offre, et ainsi une motivation profonde de renouveler son exp\u00e9rience et la recommander.<\/p>\n\n\n\n<p>Attirer et fid\u00e9liser de nouveaux clients pour qu\u2019ils d\u00e9laissent la voiture individuelle est aujourd\u2019hui l\u2019un des principaux d\u00e9fis des autorit\u00e9s organisatrices de la mobilit\u00e9 et des op\u00e9rateurs de transport. Pour le relever, les innovations technologiques auront un r\u00f4le d\u00e9terminant \u00e0 jouer, et tout particuli\u00e8rement <strong>l\u2019IA g\u00e9n\u00e9rative.<\/strong><br><\/p>\n\n\n\n<p>Nous sommes en effet convaincus que cette forme d\u2019intelligence artificielle, popularis\u00e9e en 2022 par ChatGPT, est capable de lever un certain nombre d\u2019obstacles importants \u00e0 l\u2019accessibilit\u00e9 et \u00e0 l\u2019attractivit\u00e9 des mobilit\u00e9s durables. C\u2019est aussi l\u2019<strong>avis d\u2019une majorit\u00e9 des membres de la communaut\u00e9 Autonomy, qui estiment \u00e0 70 % qu\u2019elle contribuera \u00e0 r\u00e9duire la possession de voitures et \u00e0 accro\u00eetre le report modal en permettant aux op\u00e9rateurs de mobilit\u00e9 de proposer des solutions plus pratiques <\/strong>(m\u00eame s\u2019ils sont 33 % \u00e0 y voir davantage un effet de mode qu\u2019un v\u00e9ritable levier de changement).<\/p>\n\n\n\n<p>Comme le sugg\u00e8rent les premiers cas d\u2019usage r\u00e9alis\u00e9s ou encore \u00e0 l\u2019\u00e9tude, et ainsi que nous le voyons dans ce point de vue, l\u2019IA g\u00e9n\u00e9rative aura un impact tr\u00e8s significatif sur deux domaines cl\u00e9s : l\u2019efficacit\u00e9 op\u00e9rationnelle et l\u2019exp\u00e9rience voyageur, avec, pour cons\u00e9quences, des b\u00e9n\u00e9fices significatifs pour les entreprises de la mobilit\u00e9, leurs collaborateurs, leurs clients\u2026 et l\u2019environnement.<br><span style=\"font-size: 1rem; letter-spacing: 0.4px;\"><\/span><\/p>\n\n\n\n<div class=\"wp-block-cg-blocks-cta-popin-form\"><section class=\"cta-popin-form-block\"><div class=\"container\"><div class=\"cta-popin-btn-wrapper cta-popin-btn-align-left\"><a class=\"cta-popin-btn  \" data-bs-toggle=\"modal\" data-bs-target=\"#cta-popin-4f91e9d8-9758-4040-bea5-85351e43a8e4\" tabindex=\"0\" href=\"#\">T\u00e9l\u00e9charger le point de vue<\/a><\/div><div class=\"call-to-action-block\"><div class=\"modal cta-frontend-modal-wrapper\" id=\"cta-popin-4f91e9d8-9758-4040-bea5-85351e43a8e4\"><div class=\"modal-dialog modal-lg modal-dialog-centered modal-dialog-scrollable cta-frontend-modal landing-page-modals\"><div class=\"modal-content\"><div class=\"modal-header\"><button type=\"button\" class=\"btn-close\" data-bs-dismiss=\"modal\" aria-label=\"close\"> <\/button><\/div><div class=\"modal-body\"><div class=\"logo-wrapper\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent-white.svg\" alt=\"capgemini-invent\" class=\"dark\"\/><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-invent.svg\" alt=\"capgemini-invent\" class=\"light\"\/><\/div><h4 class=\"form-title\">T\u00e9l\u00e9chargez notre document<\/h4>\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_749866_2107720648\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"749866\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"9d37d73b70\" \/>\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\t\t\t\t\t<p>Merci ! 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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_CONFIG749866 = {\"749866\":{\"errors\":[],\"redirect\":\"\"}};\n\t\t<\/script>\n\t<\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\" section section--expert-slider wrapper-people-slider wp-block-cg-blocks-wrapper-people-slider undefined\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Nos experts<\/h2><\/div><\/div><\/div><div class=\"slider slider-boxed\"><div class=\"container\"><div class=\"slider-window\"><div class=\"slider-list\">\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\/ca-fr\/wp-content\/uploads\/sites\/21\/2026\/03\/Mehdi-Essaidi-PC-1.jpg\" alt=\"Mehdi Essaidi\"\/>\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\/mehdi-essaidi-essaidi-gmail-com-675a751\"><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\">Mehdi Essaidi<\/h3>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>Vice President I Smart Mobility, Capgemini Invent<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/mehdi-essaidi-essaidi-gmail-com-675a751\"><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\">Vice President I Smart Mobility, Capgemini Invent\nVice-Pr\u00e9sident Smart Mobility chez Capgemini Invent, Mehdi Essaidi est investi dans les plateformes m\u00e9tiers, l\u2019innovation digitale et la g\u00e9n\u00e9ration de nouveaux business models. Mehdi est \u00e9galement fortement investi dans le domaine de la mobilit\u00e9 intelligente, dirigeant des projets de transformation de nouveaux services de mobilit\u00e9 intersectoriels, de la strat\u00e9gie, de la conception \u00e0 la mise en \u0153uvre, en mettant l\u2019accent sur les plateformes de mobilit\u00e9 en tant que service (MaaS). <\/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\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\/ca-fr\/wp-content\/uploads\/sites\/21\/2022\/10\/Lucile-R-PC-1.png\" alt=\"Lucile Ramackers\"\/>\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:\/\/fr.linkedin.com\/in\/lucile-ramackers-41a03023\"><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\">Lucile Ramackers<\/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 Manager &amp; Sustainable mobility Lead, Capgemini Invent<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/fr.linkedin.com\/in\/lucile-ramackers-41a03023\"><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\">Lucile a plus de 13 ans d\u2019exp\u00e9rience en mobilit\u00e9 urbaine et ferroviaire. Apr\u00e8s avoir d\u00e9but\u00e9 sa carri\u00e8re dans la gestion de projets d\u2019infrastructures de transport au sein de SNCF, puis setec et chez \u00cele-de-France Mobilit\u00e9s, elle a ensuite accompagn\u00e9 les R\u00e9gions dans l\u2019ouverture \u00e0 la concurrence de leur r\u00e9seau ferroviaire. Elle est aujourd\u2019hui Senior Manager et Sustainable mobility Lead chez Capgemini Invent, o\u00f9 elle porte des projets digitaux au service de la mobilit\u00e9 durable.<\/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\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\/ca-fr\/wp-content\/uploads\/sites\/21\/2022\/10\/Toscane-Barbarian-PC.jpg\" alt=\"Toscane Berberian\"\/>\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:\/\/fr.linkedin.com\/in\/toscane-berberian-390605161\"><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\">Toscane Berberian<\/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>Mobility consultant, Capgemini Invent<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/fr.linkedin.com\/in\/toscane-berberian-390605161\"><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\">Toscane a d\u00e9but\u00e9 dans la mobilit\u00e9 \u00e0 la suite d\u2019un Master of Science en planification des syst\u00e8mes de transport \u00e0 l\u2019Universit\u00e9 de Northwestern (Chigago, USA). Dot\u00e9e d\u2019une premi\u00e8re exp\u00e9rience d\u2019Assistance \u00e0 Maitrise d\u2019Ouvrage sur des projets de Mobility as a Service (MaaS) publics, elle a ensuite rejoint l\u2019entit\u00e9 Citizen Services chez Capgemini Invent. Dans ce cadre, elle continue de contribuer au d\u00e9veloppement d\u2019outils digitaux de mobilit\u00e9, notamment sur le projet Mon Compte Mobilit\u00e9 \u2013 Standardisation des MaaS, afin de faciliter l\u2019int\u00e9gration des fournisseurs de services de mobilit\u00e9 dans les MaaS.<\/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\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\n<section class=\"wp-block-cg-blocks-learn-more updated-new-sample-amal learnMoreBlock\"><div class=\"container\"><div class=\"row\"><div class=\"content-title col-12 col-md-8\"><h2 class=\"learnmore-heading\">Sujets associ\u00e9s<\/h2><\/div><\/div><div class=\"row\"><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/4-chantiers-de-la-decarbonisation-des-mobilites\/\" target=\"\" aria-label=\"Les quatre chantiers de la d\u00e9carbonation des mobilit\u00e9s\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/12\/2023-Article-de-blog-les-4-chantiers-de-la-decarbonisation-webpreview.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/12\/2023-Article-de-blog-les-4-chantiers-de-la-decarbonisation-webpreview.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/12\/2023-Article-de-blog-les-4-chantiers-de-la-decarbonisation-webpreview.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">Les quatre chantiers de la d\u00e9carbonation des mobilit\u00e9s<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><\/div><\/div><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><a class=\"box-title\" href=\"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/decarbonation-des-transports-vers-une-necessaire-transformation-des-usages\/\" target=\"\" aria-label=\"D\u00e9carbonation des transports : vers une n\u00e9cessaire transformation des usage\" rel=\"noopener noreferrer\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/11\/2023-FR-Blog-Decarbonisations.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/11\/2023-FR-Blog-Decarbonisations.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2023\/11\/2023-FR-Blog-Decarbonisations.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3 class=\"titleWithoutLink_learnMore\">D\u00e9carbonation des transports : vers une n\u00e9cessaire transformation des usage<\/h3><\/a><\/div><\/div><div class=\"box-inner\"><\/div><\/div><div class=\"col-md-4\"><div class=\"box\"><div class=\"box-wrapper\"><div class=\"box-img-wrapper\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/06\/2022-FR-Territoires-intelligents-coconstruction-Image.jpg?w=500&amp;quality=70\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/06\/2022-FR-Territoires-intelligents-coconstruction-Image.jpg?w=500&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/06\/2022-FR-Territoires-intelligents-coconstruction-Image.jpg?w=1000&amp;quality=70 2x\" class=\"box-img\" alt=\"\" style=\"object-fit:cover;object-position:50% 50%\" loading=\"lazy\"\/><\/div><h3>La co-construction pour acc\u00e9l\u00e9rer la mise en \u0153uvre du territoire intelligent<\/h3><\/div><\/div><div class=\"box-inner\"><\/div><\/div><\/div><\/div><\/section>\n\n\n\n\t\t<section\n\t\t\tclass=\"section section--lifeatcap-learning section--event-slider-careerInvent \">\n\n\t\t\t<div class=\"container\">\n\t\t\t\t<div class='career-invent-header'>\n\t\t\t\t\t\t\t\t\t\t\t<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 be78ecf2-42b0-4d0d-9dc8-021556537df3\">\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-sapphire2\">\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=\"Lib\u00e9rer tout le potentiel business de l\u2019IA g\u00e9n\u00e9rative.\"\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\tLib\u00e9rer tout le potentiel business de l\u2019IA g\u00e9n\u00e9rative.\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=\"\">\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)\" 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