{"id":781976,"date":"2025-02-17T18:31:38","date_gmt":"2025-02-17T17:31:38","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?p=781976"},"modified":"2025-10-30T16:43:43","modified_gmt":"2025-10-30T15:43:43","slug":"grace-a-lia-le-nez-electronique-flaire-les-maladies-2","status":"publish","type":"post","link":"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/blog\/grace-a-lia-le-nez-electronique-flaire-les-maladies\/","title":{"rendered":"Gr\u00e2ce \u00e0 l\u2019IA, le nez \u00e9lectronique flaire les maladies"},"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>Gr\u00e2ce \u00e0 l\u2019IA, le nez \u00e9lectronique flaire les maladies<\/h1><\/div><\/div><\/div><\/div><div class=\"hero-blogs-bottom\"><div class=\"header-author\"><div class=\"author-img\"><img decoding=\"async\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/10\/cg-logo-blue.svg?w=200&amp;quality=10\" alt=\"\" loading=\"lazy\"\/><\/div><div class=\"author-name-date\"><h5 class=\"author-name\">Emilie Bialic &amp; Emilie Lessoud <\/h5><h5 class=\"blog-date\">17 f\u00e9vrier 2025<\/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\/grace-a-lia-le-nez-electronique-flaire-les-maladies\/\" 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\/grace-a-lia-le-nez-electronique-flaire-les-maladies\/\" 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\">La capacit\u00e9 av\u00e9r\u00e9e de certains chiens \u00e0 d\u00e9celer une maladie chez leur ma\u00eetre ne rel\u00e8ve pas d\u2019un inexplicable instinct mais d\u2019une simple r\u00e9alit\u00e9 physiologique.<\/h2><p class=\"intro-para-content\">Certains processus biologiques s\u2019accompagnent d\u2019\u00e9missions de gaz ou de compos\u00e9s organiques volatils (COV) caract\u00e9ristiques qu\u2019il est donc possible de percevoir \u00e0 condition de disposer d\u2019un odorat suffisamment fin.<br>Des nez \u00e9lectroniques associant capteurs et intelligence artificielle permettent aujourd\u2019hui de d\u00e9tecter et d\u2019identifier ces biomarqueurs, ce qui ouvre une voie extr\u00eamement prometteuse pour le diagnostic pr\u00e9coce et le suivi de certaines pathologies.<\/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<p>Depuis longtemps, la recherche m\u00e9dicale s\u2019int\u00e9resse aux signatures olfactives et \u00e9missives des maladies. Les gaz expir\u00e9s, dits gaz alv\u00e9olaires, refl\u00e8tent le m\u00e9tabolisme du corps humain, mais aussi des \u00e9ventuels pathog\u00e8nes qui s\u2019y trouveraient. Ainsi, des teneurs anormales en certains composants chimiques ou organiques peuvent r\u00e9v\u00e9ler la pr\u00e9sence d\u2019une bact\u00e9rie ou d\u2019une maladie. Infectant l\u2019estomac, l\u2019H\u00e9licobacter pylori (H.pylori) peut par exemple \u00eatre d\u00e9tect\u00e9e de cette mani\u00e8re. <\/p>\n\n\n\n<p>De m\u00eame, une concentration excessive en monoxyde d\u2019azote (NO) est reconnue comme un marqueur du stress oxydatif, l\u2019\u00e9tat pathologique le plus fr\u00e9quent pour des maladies comme l\u2019asthme, la bronchopneumopathie chronique obstructive (BPCO) et le cancer du poumon. D\u2019autres travaux se penchent sur l&#8217;analyse des COV pr\u00e9sent dans les urines, les selles ou la sueur&nbsp;sont explor\u00e9es pour d\u00e9tecter de mani\u00e8re pr\u00e9coce des cancers colorectaux, de la vessie ou encore pr\u00e9venir des crises d&#8217;\u00e9pilepsie.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-des-donnees-precises-mais-complexes\">Des donn\u00e9es pr\u00e9cises mais complexes<\/h2>\n\n\n\n<p>Il existe aujourd\u2019hui sur le march\u00e9 des capteurs suffisamment sensibles et s\u00e9lectifs pour d\u00e9tecter des concentrations infimes de ces biomarqueurs, mais toute la difficult\u00e9 r\u00e9side dans l\u2019analyse des donn\u00e9es qu\u2019ils produisent, \u00e0 savoir des s\u00e9ries temporelles multivari\u00e9es complexes. S\u2019agissant d\u2019\u00e9tablir un diagnostic m\u00e9dical, il faut en effet \u00eatre capable de d\u00e9terminer la pr\u00e9sence ou non de la pathologie avec un niveau tr\u00e8s \u00e9lev\u00e9 de fiabilit\u00e9, un minimum de faux positifs et de faux n\u00e9gatifs, et ce, en d\u00e9pit de la diversit\u00e9 des patients, des contextes d\u2019examen, des conditions environnantes, etc.<\/p>\n\n\n\n<p>Apr\u00e8s avoir s\u00e9lectionn\u00e9 les capteurs qui constitueront le nez \u00e9lectronique, il s\u2019agit donc de mettre au point l\u2019algorithme qui va analyser les courbes de r\u00e9ponse, en \u00e9liminer le bruit pour faire \u00e9merger des sch\u00e9mas identifiables, et reconna\u00eetre \u00e0 coup s\u00fbr parmi ceux-ci la signature caract\u00e9ristique d\u2019une pathologie. Jusqu\u2019\u00e0 pr\u00e9sent, on s\u2019appuyait pour cela sur des m\u00e9thodes empiriques de traitement du signal et de reconnaissance de formes, ce qui freinait l\u2019\u00e9mergence de solutions suffisamment robustes et performantes pour \u00eatre d\u00e9ploy\u00e9es \u00e0 grande \u00e9chelle.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-l-ia-fait-sauter-le-verrou\">L\u2019IA fait sauter le verrou<\/h2>\n\n\n\n<p>En ajoutant \u00e0 la panoplie des algorithmes utilis\u00e9s le machine learning et d\u2019autres strat\u00e9gies d\u2019IA comme l\u2019ensemble learning, ce verrou scientifique et pratique est aujourd\u2019hui en train de sauter. Pour que le dispositif soit v\u00e9ritablement performant, le mod\u00e8le d\u2019IA doit \u00eatre exclusivement entra\u00een\u00e9 sur les r\u00e9sultats des capteurs choisis. Ceci les rend donc absolument indissociables et n\u00e9cessite par cons\u00e9quent des comp\u00e9tences de pointe aussi bien sur l\u2019aspect mat\u00e9riel qu\u2019algorithmique. C\u2019est cette voie que Capgemini, qui poss\u00e8de cette double expertise, explore aujourd\u2019hui avec la publication de r\u00e9sultats tr\u00e8s prometteurs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-des-defis-et-des-perspectives\">Des d\u00e9fis et des perspectives<\/h2>\n\n\n\n<p>M\u00eame s\u2019il reste encore de nombreux d\u00e9fis \u00e0 relever, comme la d\u00e9rive temporelle des capteurs, la distinction entre des maladies aux signatures voisines ou la difficult\u00e9 \u00e0 \u00e9liminer la variabilit\u00e9 due aux conditions particuli\u00e8res de chaque examen, les avanc\u00e9es r\u00e9centes permettent d\u2019envisager l\u2019essor prochain et rapide de dispositifs m\u00e9dicaux fond\u00e9s sur ces nez \u00e9lectroniques.<\/p>\n\n\n\n<p>En offrant une alternative l\u00e9g\u00e8re aux spectrographes de masse et aux bancs de chromatographie utilis\u00e9s en laboratoire, l\u2019e-nose a tout pour devenir l\u2019un des \u00e9quipements cl\u00e9 de la m\u00e9decine de pr\u00e9cision et de proximit\u00e9 de demain. Peu on\u00e9reux, portable, facile \u00e0 utiliser, il permet d\u2019effectuer des tests non invasifs avec des r\u00e9sultats imm\u00e9diats. Ce serait un instrument id\u00e9al dans de nombreux \u00e9tablissements m\u00e9dicaux (maisons de sant\u00e9, cabinets g\u00e9n\u00e9ralistes, pharmacies\u2026) pour r\u00e9aliser des campagnes de pr\u00e9vention et de d\u00e9pistage de masse, \u00e9tablir des pr\u00e9-diagnostics afin d\u2019orienter au mieux les patients, suivre des populations \u00e0 risque, ou encore surveiller des patients en ambulatoire (par exemple, pour d\u00e9tecter d\u2019\u00e9ventuelles infections postop\u00e9ratoires). Le champ des possibles, comme les perspectives, est immense.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-les-promesses-de-l-e-nose-pour-la-bioproduction-de-medicaments\"><strong>Les promesses de l\u2019e-nose pour la bioproduction de m\u00e9dicaments<\/strong><\/h2>\n\n\n\n<p>En \u00e9largissant le principe, l\u2019e-nose pourrait permettre la d\u00e9tection en temps r\u00e9el de toutes sortes d\u2019agents biologiques pr\u00e9sents dans l\u2019atmosph\u00e8re. Ceci pourrait avoir des applications dans de tr\u00e8s nombreux domaines, en particulier la bioproduction de m\u00e9dicaments. Aujourd\u2019hui, pour d\u00e9tecter la pr\u00e9sence de pathog\u00e8nes, on doit analyser en laboratoire la croissance des micro-organismes s\u00e9diment\u00e9s sur des bo\u00eetes de Petri r\u00e9guli\u00e8rement pr\u00e9lev\u00e9es dans l\u2019environnement de production. C\u2019est un processus lourd, co\u00fbteux, et qui conduit \u00e0 d\u2019importants gaspillages. En effet, en cas de r\u00e9sultat positif, on est contraint de jeter tous les lots post\u00e9rieurs au dernier pr\u00e9l\u00e8vement sain, soit parfois plusieurs jours de production. Avec l\u2019e-nose, on pourrait mettre en place une surveillance en temps r\u00e9el, beaucoup plus efficace aussi bien du point de vue sanitaire qu\u2019\u00e9conomique.<\/p>\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\">Nos expertes<\/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\/2025\/02\/people_emilie_lessoud.png\" alt=\"Emilie Lessoud\"\/>\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-lessoud-\/\"><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 Lessoud<\/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>Technology &amp; Innovation Manager,Capgemini Engineering France<\/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-lessoud-\/\"><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\">Biologiste de formation, Emilie a plus de 20 ans d\u2019exp\u00e9rience en R&#038;D d\u00e9di\u00e9e \u00e0 la sant\u00e9 humaine au sein de diff\u00e9rentes structures\u00a0(start up, soci\u00e9t\u00e9 CRO). Elle a aussi plus de 10 ans d&#8217;exp\u00e9rience dans l\u2019industrie pharmaceutique dans un d\u00e9partement de maladies infectieuses o\u00f9 elle \u00e9tait en charge du d\u00e9velopper des technologies innovantes de s\u00e9quen\u00e7age ADN au service de l\u2019identification de nouveaux antibiotiques.\n\nPassionn\u00e9e d\u2019innovation technologique au service de la sant\u00e9, associant les nouvelles technologies d\u2019analyse bas\u00e9es sur l\u2019IA, Emilie a \u00e9galement travaill\u00e9 au sein d&#8217;un d\u00e9partement de Recherche et Innovation de la police scientifique \u00e0 la promotion et l\u2019accompagnement de d\u00e9veloppement de nouvelles technologies criminalistiques.<\/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 16c49954-5647-41a4-91ea-c6e89b7dd586\">\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=\"L\u2019IA pour assainir l\u2019air int\u00e9rieur \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tL\u2019IA pour assainir l\u2019air int\u00e9rieur \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=\"L\u2019impact sanitaire de la mauvaise qualit\u00e9 l\u2019air fait l\u2019objet de nombreuses \u00e9tudes qui la d\u00e9signent clairement comme un enjeu de sant\u00e9 publique\"\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\tL\u2019impact sanitaire de la mauvaise qualit\u00e9 l\u2019air fait l\u2019objet de nombreuses \u00e9tudes qui la d\u00e9signent clairement comme un enjeu de sant\u00e9 publique\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 L\u2019IA pour assainir l\u2019air int\u00e9rieur \"\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\/perspectives\/blog\/lia-la-solution-pour-assainir-lair-interieur-des-vehicules\/\"\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\/2025\/02\/Banniere-blog-IA-qualite-de-lair.jpeg?w=1200&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/Banniere-blog-IA-qualite-de-lair.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\/Banniere-blog-IA-qualite-de-lair.jpeg?w=600&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/Banniere-blog-IA-qualite-de-lair.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\/Banniere-blog-IA-qualite-de-lair.jpeg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/Banniere-blog-IA-qualite-de-lair.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\/Banniere-blog-IA-qualite-de-lair.jpeg?w=400&amp;quality=90 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/02\/Banniere-blog-IA-qualite-de-lair.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\/Banniere-blog-IA-qualite-de-lair.jpeg\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"object-position: 42% 46%; 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=\"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=\"-1\"\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=\"\">\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)\" 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