{"id":766931,"date":"2024-11-13T14:44:50","date_gmt":"2024-11-13T13:44:50","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?p=766931"},"modified":"2025-10-30T17:12:17","modified_gmt":"2025-10-30T16:12:17","slug":"lia-la-solution-pour-assainir-lair-interieur-des-vehicules","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/lia-la-solution-pour-assainir-lair-interieur-des-vehicules\/","title":{"rendered":"L\u2019IA, la solution pour assainir l\u2019air int\u00e9rieur des v\u00e9hicules"},"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>L&#8217;IA, la solution pour assainir l&#8217;air int\u00e9rieur des v\u00e9hicules <\/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\">Emilie Bialic &amp; Fran\u00e7ois-Xavier Delage<\/h5><h5 class=\"blog-date\">13 novembre 2024<\/h5><\/div><\/div><div class=\"brand-image\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2025\/assets\/images\/capgemini-engineering-white.svg\" alt=\"capgemini-engineering\"\/><\/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\/lia-la-solution-pour-assainir-lair-interieur-des-vehicules\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-fb\"><\/i><span class=\"sr-only\">Facebook<\/span><\/a><\/li><li class=\"ip-order-li\"><a href=\"https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/lia-la-solution-pour-assainir-lair-interieur-des-vehicules\/\" target=\"_blank\" rel=\"noopener noreferrer\" title=\"opens in a new window\"><i aria-hidden=\"true\" class=\"icon-li\"><\/i><span class=\"sr-only\">Linkedin<\/span><\/a><\/li><\/ul><\/nav><\/div><div class=\"col-12 col-md-11 col-lg-10\"><h2 class=\"intro-para-title\">Qui n\u2019a jamais senti l\u2019\u00ab\u00a0odeur de neuf\u00a0\u00bb qui r\u00e8gne dans les voitures r\u00e9centes\u00a0? <br><\/h2><p class=\"intro-para-content\">Ce parfum si caract\u00e9ristique est en r\u00e9alit\u00e9 la manifestation perceptible des compos\u00e9s organiques volatils (COV) qui se d\u00e9gagent des mat\u00e9riaux synth\u00e9tiques de l\u2019ameublement int\u00e9rieur (colles, vernis, plastiques, mousses\u2026). M\u00eame si l\u2019ampleur \u2013 et l\u2019odeur \u2013 de ces \u00e9missions diminuent tr\u00e8s rapidement au cours des premi\u00e8res semaines, celles-ci se poursuivent tout au long de la vie du v\u00e9hicule et viennent s\u2019ajouter, dans l\u2019atmosph\u00e8re de l\u2019habitacle, \u00e0 toutes sortes de polluants provenant de l\u2019int\u00e9rieur comme de l\u2019ext\u00e9rieur\u00a0: particules fines, CO<sub>2<\/sub>, NOx, ozone, pollens, moisissures, acariens, bact\u00e9ries et virus\u2026 Bien que la composition exacte de cet insalubre cocktail respiratoire d\u00e9pende de tr\u00e8s nombreux facteurs \u2013 temp\u00e9rature, humidit\u00e9, nombre de passagers, mod\u00e8le et \u00e2ge du v\u00e9hicule, \u00e9tat du trafic, type de voie de circulation, etc. \u2013, <strong>l\u2019air dans l\u2019habitacle peut \u00eatre jusqu\u2019\u00e0 15 fois plus pollu\u00e9 que celui au-dehors.<\/strong><\/p><\/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<h2 class=\"wp-block-heading\" id=\"h-l-air-vicie-un-danger-reel-et-sous-estime-pour-les-automobilistes\">L\u2019air vici\u00e9, un danger r\u00e9el et sous-estim\u00e9 pour les automobilistes<\/h2>\n\n\n\n<p>L\u2019impact sanitaire de la mauvaise qualit\u00e9 l\u2019air fait depuis longtemps l\u2019objet de nombreuses \u00e9tudes qui la d\u00e9signent clairement comme un enjeu de sant\u00e9 publique majeur. <strong>L\u2019OMS estime ainsi \u00e0 8,1 millions le nombre de d\u00e9c\u00e8s pr\u00e9matur\u00e9s caus\u00e9s chaque ann\u00e9e dans le monde par la pollution de l\u2019air int\u00e9rieure et ext\u00e9rieure<\/strong>. Malheureusement, les polluants atmosph\u00e9riques sont pour la plupart ind\u00e9celables et leurs effets pernicieux ne se manifestent souvent qu\u2019\u00e0 moyen ou long terme, sous la forme de maladies d\u00e9g\u00e9n\u00e9ratives, cardiovasculaires, ou de cancers. En revanche, dans les v\u00e9hicules, ces cons\u00e9quences peuvent \u00eatre tr\u00e8s imm\u00e9diates, tr\u00e8s manifestes et tr\u00e8s pr\u00e9judiciables&nbsp;: maux de t\u00eate, somnolence, toux, irritabilit\u00e9, baisse de l\u2019attention\u2026 <strong>Un conducteur respirant un air vici\u00e9 peut perdre jusqu\u2019\u00e0 0,5 seconde de r\u00e9activit\u00e9, soit le temps qui s\u00e9pare parfois le r\u00e9flexe salvateur de l\u2019accident.<\/strong><\/p>\n\n\n\n<p>Malgr\u00e9 ces dangers r\u00e9els, mais sous-estim\u00e9s, l\u2019industrie automobile ne s\u2019est jusqu\u2019ici gu\u00e8re empar\u00e9e du sujet. Pour preuve, les filtres, indispensables pour ne pas importer dans l\u2019habitacle la pollution ext\u00e9rieure, ne font l\u2019objet d\u2019aucune norme sp\u00e9cifique. Ils ne sont pas toujours non plus convenablement install\u00e9s, ni v\u00e9rifi\u00e9s et chang\u00e9s quand il se doit. Les automobilistes sont peu inform\u00e9s et les bonnes pratiques (a\u00e9rer r\u00e9guli\u00e8rement, mettre la climatisation) laiss\u00e9es \u00e0 leur appr\u00e9ciation. Ils devraient pourtant \u00eatre alert\u00e9s sur les avantages et les limites de certaines solutions, comme le mode recyclage de l\u2019air, int\u00e9ressant lorsque l\u2019air ext\u00e9rieur est tr\u00e8s pollu\u00e9 (bouchons, tunnels\u2026) mais n\u00e9faste lorsqu\u2019il est utilis\u00e9 en permanence car il accro\u00eet la concentration en CO<sub>2<\/sub>.<\/p>\n\n\n\n<p><strong>N\u00e9anmoins, pour maintenir une bonne qualit\u00e9 de l\u2019air \u00e0 l\u2019int\u00e9rieur d\u2019un v\u00e9hicule, la premi\u00e8re des choses est de pouvoir la conna\u00eetre<\/strong>. Il existe \u00e0 cet effet de nombreux dispositifs sur le march\u00e9 qui, pour la plupart, mesurent la teneur en CO<sub>2<\/sub>, un bon indicateur du confinement, ainsi que la concentration en petites particules (de l\u2019ordre du \u00b5m). Ces appareils, qui doivent \u00eatre plac\u00e9s dans l\u2019habitacle, dans une position d\u00e9gag\u00e9e, \u00e0 l\u2019\u00e9cart des sources de chaleur et de ventilation, ont cependant leurs limites. En effet, il est tr\u00e8s complexe de traduire les grandeurs physiques que mesurent les capteurs en indicateurs synth\u00e9tiques, fiables et pertinents du point de vue sanitaire, et les r\u00e8gles de calcul utilis\u00e9es sont g\u00e9n\u00e9ralement tr\u00e8s rudimentaires.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-l-ia-une-reponse-a-la-difficulte-d-etablir-un-indicateur-de-qualite-de-l-air-fiable-et-pertinent\">L\u2019IA, une r\u00e9ponse \u00e0 la difficult\u00e9 d\u2019\u00e9tablir un indicateur de qualit\u00e9 de l\u2019air fiable et pertinent<\/h2>\n\n\n\n<p><strong>C\u2019est ici que l\u2019intelligence artificielle (lA) entre en sc\u00e8ne.<\/strong> En effet, l\u2019apprentissage machine permet de transcender les innombrables facteurs impliqu\u00e9s pour fournir un indice de qualit\u00e9 de l\u2019air repr\u00e9sentatif. Le mod\u00e8le d\u2019IA peut aussi prendre en compte certains param\u00e8tres explicites, comme le type et l\u2019\u00e2ge du v\u00e9hicule et le nombre de passagers, et int\u00e9grer au fil de l\u2019eau des donn\u00e9es dynamiques compl\u00e9mentaires (g\u00e9olocalisation, dur\u00e9e du trajet en cours\u2026), potentiellement issues de l\u2019open data (m\u00e9t\u00e9o, trafic, pollens\u2026). <strong>C\u2019est cette approche que Capgemini met en \u0153uvre dans AirCab, un module connect\u00e9 nomade qui mesure la qualit\u00e9 de l\u2019air et renseigne l\u2019utilisateur sur son smartphone.<\/strong><\/p>\n\n\n\n<p>En ajoutant une couche d\u2019apprentissage, l\u2019IA permet de fiabiliser les mesures des capteurs, ce qui se traduit par trois avantages tr\u00e8s concrets&nbsp;: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Abaisser le co\u00fbt des modules de mesure <\/strong>\u00e0 pr\u00e9cision \u00e9gale, et donc rendre cette technologie accessible \u00e0 un plus grand nombre d\u2019automobilistes au b\u00e9n\u00e9fice de leur sant\u00e9&nbsp;<\/li>\n\n\n\n<li>Pouvoir <strong>comparer en temps r\u00e9el la pollution int\u00e9rieure avec des seuils de r\u00e9f\u00e9rence tels que ceux \u00e9tablis par l\u2019OMS<\/strong>, ceci pour alerter les occupants du v\u00e9hicule et leur sugg\u00e9rer des actions \u00e0 r\u00e9aliser imm\u00e9diatement (a\u00e9rer, lancer la climatisation, activer leur purificateur d\u2019air) ou prochainement (changer le filtre via des recommandations d\u2019encrassement)<\/li>\n\n\n\n<li>Pouvoir constater aussit\u00f4t l\u2019impact de ses actions, et donc<strong> contribuer \u00e0 ancrer les bonnes pratiques.<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-une-approche-accessible-et-ouverte-sur-l-avenir\">Une approche accessible et ouverte sur l\u2019avenir<\/h2>\n\n\n\n<p>Flexible et ouverte, cette approche associant <strong>IA et objets connect\u00e9s offre \u00e9galement de tr\u00e8s nombreuses perspectives d\u2019\u00e9volution<\/strong>, qu\u2019il s\u2019agisse d\u2019\u00e9tendre l\u2019objet des mesures (par exemple, d\u00e9tecter l\u2019hydrog\u00e8ne pour pr\u00e9venir les fuites dans les v\u00e9hicules propuls\u00e9s ainsi), d\u2019exploiter l\u2019effet communautaire (pour int\u00e9grer la pollution aux suggestions d\u2019itin\u00e9raires), ou encore de se connecter au v\u00e9hicule lui-m\u00eame.<\/p>\n\n\n\n<p>La s\u00e9curit\u00e9 et l\u2019exp\u00e9rience \u00e0 bord sont deux pr\u00e9occupations essentielles du secteur automobile. \u00c0 leur intersection, la qualit\u00e9 de l\u2019air dans les v\u00e9hicules ne doit plus \u00eatre n\u00e9glig\u00e9e, et l\u2019IA donne \u00e0 tous les acteurs un moyen pratique et accessible de s\u2019en emparer efficacement.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-decouvrez-la-solution-aircab\">D\u00e9couvrez la solution AirCab <\/h2>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"AirCab, une qualit\u00e9 de l&#039;air optimis\u00e9e pour les passagers\" width=\"960\" height=\"540\" src=\"https:\/\/www.youtube.com\/embed\/H6xIGYr8TEg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\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=\"content-title\"><h2 data-maxlength=\"34\" class=\"people-heading-title\">Auteurs<\/h2><\/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\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/people_emilie_bialic.png\" alt=\"Emilie Bialic\"\/>\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\/emilie-bialic-08644659\/\"><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\">Emilie Bialic<\/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 Data &amp; IA Engineer &#8211; PhD &#8211; Sp\u00e9cialiste de l&#039;optimisation de capteurs par IA, Capgemini Engineering<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/emilie-bialic-08644659\/\"><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\">Emilie a plus de 14 ans d\u2019exp\u00e9rience de recherche et d\u2019innovation bas\u00e9e sur l\u2019interaction lumi\u00e8re\/mati\u00e8re. Elle a travaill\u00e9 sur des sujets tr\u00e8s amonts et innovants tels que les syst\u00e8mes LiFi haut-d\u00e9bit, le photovolta\u00efque ultrafin  semi-transparents, l\u2019optimisation de capteurs optiques de mesure de la qualit\u00e9 de l\u2019air. Dipl\u00f4m\u00e9e de l\u2019IMT A, docteur en optique, \u00e0 l\u2019origine (en collaboration) d\u2019une vingtaine de brevets et d\u2019une douzaine de publications scientifiques, elle a rejoint Capgemini en 2022, port\u00e9e par sa passion pour l\u2019innovation, les enjeux environnementaux et de sant\u00e9 publique. <\/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\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/10\/people_francois_xavier_delage.png\" alt=\"Francois-Xavier Delage\"\/>\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\/fxdelage\/\"><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\">Francois-Xavier Delage<\/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>Project Director, Capgemini Engineering<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"col-md-12 col-lg-6 social-box-container dkt-social-icon\">\n\t\t\t\t\t\t\t\t<ul class=\"social-nav\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li><a aria-label=\"Linkedin\" target=\"_blank\" title=\"Ouvrir dans une nouvelle fen\u00eatre\" href=\"https:\/\/www.linkedin.com\/in\/fxdelage\/\"><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\">Fran\u00e7ois-Xavier, 27 ans d\u2019exp\u00e9rience dans l\u2019automobile et la comp\u00e9tition automobile : 20 ans chez Renault, dont 3 ans pass\u00e9s en formule 1 chez RENAULT F1 Team \u00e0 Entone en Angleterre dans l\u2019\u00e9quipe R&#038;D, 10 ans chez RENAULT SPORT, de responsable des achats au poste de Chief Vehicle Engineer, de la plus petite voiture de la gamme RENAULT, la Twizy, \u00e0 la plus sportive, la MEGANE RS et sa d\u00e9riv\u00e9e ultime, la MEGANE RS TROPHY-R. Depuis 3 ans chez CAPGEMINI, il est au service de APA (Altran Prototypes Automobiles) : un fil conducteur, sa passion pour le d\u00e9veloppement de solutions innovantes &#038; industrielles<\/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<\/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 5ce407b5-7911-4808-9eb6-4f3079e3c680\">\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-sapphire3\">\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=\"34\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"AirCab, optimiser la qualit\u00e9 de l\u2019air\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tAirCab, optimiser la qualit\u00e9 de l\u2019air\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=\"AirCab est un dispositif innovant, nomade et connect\u00e9 qui mesure et optimise la qualit\u00e9 de l\u2019air dans les espaces confin\u00e9s.\"\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\tAirCab est un dispositif innovant, nomade et connect\u00e9 qui mesure et optimise la qualit\u00e9 de l\u2019air dans les espaces confin\u00e9s.\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 class=\"brand-logo-wrapper\">\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<img loading=\"lazy\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/Logo_Capgemini_Engineering_white.svg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\talt=\"Capgemini Engineering\" \/>\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 AirCab, optimiser la qualit\u00e9 de l\u2019air\"\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\/solutions\/aircab-optimiser-la-qualite-de-lair\/\"\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\/2024\/11\/Banniere-page-solution-Aircab.jpg?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/Banniere-page-solution-Aircab.jpg?w=1200&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/Banniere-page-solution-Aircab.jpg?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/Banniere-page-solution-Aircab.jpg?w=1200&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/Banniere-page-solution-Aircab.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/Banniere-page-solution-Aircab.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/Banniere-page-solution-Aircab.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/Banniere-page-solution-Aircab.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2024\/11\/Banniere-page-solution-Aircab.jpg\"\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-sapphire3\">\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=\"34\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"IA et nez \u00e9lectronique\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tIA et nez \u00e9lectronique\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=\"Tout comme les chiens peuvent d\u00e9tecter des maladies chez les humains, l'IA permet \u00e0 des \"nez \u00e9lectroniques\" de diagnostiquer des pathologies.\"\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\tTout comme les chiens peuvent d\u00e9tecter des maladies chez les humains, l&#8217;IA permet \u00e0 des &#8220;nez \u00e9lectroniques&#8221; de diagnostiquer des pathologies.\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 class=\"brand-logo-wrapper\">\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<img loading=\"lazy\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/Logo_Capgemini_Engineering_white.svg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\talt=\"Capgemini Engineering\" \/>\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 et nez \u00e9lectronique\"\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\/perspectives\/blog\/grace-a-lia-le-nez-electronique-flaire-les-maladies\/\"\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\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg?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\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg?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\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg?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\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg?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\/2025\/02\/Stock_Firefly_68482_landscape_1740063737915.jpeg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"object-position: 69% 45%; 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-sapphire3\">\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=\"34\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Automobile\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tAutomobile\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=\"D\u00e9couvrez tous nos projets dans le secteur de l'automobile.  \"\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\tD\u00e9couvrez tous nos projets dans le secteur de l&#8217;automobile.  \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 class=\"brand-logo-wrapper\">\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<img loading=\"lazy\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/themes\/capgemini2025\/assets\/images\/Logo_Capgemini_Engineering_white.svg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\talt=\"Capgemini Engineering\" \/>\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 Automobile\"\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\/automobile\/\"\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\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg?w=1200&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 1500px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg?w=1200&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 992px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 768px)\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<source\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg?w=800&amp;quality=90 2x\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tmedia=\"(min-width: 0)\" \/>\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" class=\"box-img\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2022\/08\/2022-FR-Featured-Image-Automobile.jpg\"\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\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>Qui n\u2019a jamais senti l\u2019\u00ab\u00a0odeur de neuf\u00a0\u00bb qui r\u00e8gne dans les voitures r\u00e9centes\u00a0? 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