{"id":779201,"date":"2025-03-24T17:56:31","date_gmt":"2025-03-24T16:56:31","guid":{"rendered":"https:\/\/www.capgemini.com\/fr-fr\/?post_type=research-and-insight&#038;p=779201"},"modified":"2025-03-25T09:05:52","modified_gmt":"2025-03-25T08:05:52","slug":"un-uns-base-sur-opc-ua-et-mqtt-la-passerelle-vers-lindustrie-du-futur","status":"publish","type":"research-and-insight","link":"https:\/\/www.capgemini.com\/fr-fr\/perspectives\/publications\/un-uns-base-sur-opc-ua-et-mqtt-la-passerelle-vers-lindustrie-du-futur\/","title":{"rendered":"Un UNS bas\u00e9 sur OPC UA et MQTT, la passerelle vers l&#8217;industrie du futur"},"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\/2025\/03\/banner_POV_OPC-UA.jpg?w=2880&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/banner_POV_OPC-UA.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 1500px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/banner_POV_OPC-UA.jpg?w=1440&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/banner_POV_OPC-UA.jpg?w=2880&amp;quality=70 2x\" media=\"(min-width: 992px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/banner_POV_OPC-UA.jpg?w=1024&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/banner_POV_OPC-UA.jpg?w=1024&amp;quality=70 2x\" media=\"(min-width: 768px)\"\/><source srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/banner_POV_OPC-UA.jpg?w=768&amp;quality=70 1x, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/banner_POV_OPC-UA.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\/2025\/03\/banner_POV_OPC-UA.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><div class=\"brandInfo\"><div class=\"brandLogo\"><img decoding=\"async\" loading=\"lazy\" src=\"\/wp-content\/themes\/capgemini2020\/assets\/images\/capgemini-engineering.svg\" alt=\"capgemini-engineering\"\/><\/div><\/div><\/div><div class=\"box-title\"><h1 data-maxlength=\"34\">Un UNS bas\u00e9 sur OPC UA et MQTT, la passerelle vers l&#8217;industrie du futur <\/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-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\/?post_type=research-and-insight&amp;p=779201\" 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\/?post_type=research-and-insight&amp;p=779201\" 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\">Dans les usines, les entrep\u00f4ts, et sur tous les sites industriels, les machines produisent de plus en plus de donn\u00e9es.<\/h2><p class=\"intro-para-content\">Gr\u00e2ce \u00e0 cette manne d\u2019informations, on devrait pouvoir automatiser et optimiser davantage les processus, cr\u00e9er des cha\u00eenes sophistiqu\u00e9es d\u2019actions coordonn\u00e9es, et apporter une vision plus pr\u00e9cise et en temps r\u00e9el des op\u00e9rations de mani\u00e8re \u00e0 les piloter plus finement. Mais cela, c\u2019est la th\u00e9orie. Car, en pratique, cela se r\u00e9v\u00e8le souvent tr\u00e8s complexe. En effet, les formats de ces donn\u00e9es, d\u00e9finis par les fabricants, ne sont pas n\u00e9cessairement coh\u00e9rents entre eux, ni adapt\u00e9s au m\u00e9tier, aux pratiques et aux besoins de l\u2019entreprise. Il faut \u00e9tablir pour chaque cas d\u2019usage des connexions point \u00e0 point entre les machines concern\u00e9es, une t\u00e2che laborieuse et co\u00fbteuse qui entrave le passage \u00e0 l\u2019\u00e9chelle, et limite la maintenabilit\u00e9 et l\u2019\u00e9volutivit\u00e9 du dispositif. <\/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<figure class=\"wp-block-image alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" height=\"1024\" width=\"724\" src=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/UNS-implementation-using-OPC-UA-MQTT.pdf_Page_01.png?w=724\" alt=\"\" class=\"wp-image-779261\" style=\"width:241px;height:auto\" srcset=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/UNS-implementation-using-OPC-UA-MQTT.pdf_Page_01.png 2390w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/UNS-implementation-using-OPC-UA-MQTT.pdf_Page_01.png?resize=212,300 212w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/UNS-implementation-using-OPC-UA-MQTT.pdf_Page_01.png?resize=768,1086 768w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/UNS-implementation-using-OPC-UA-MQTT.pdf_Page_01.png?resize=724,1024 724w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/UNS-implementation-using-OPC-UA-MQTT.pdf_Page_01.png?resize=1086,1536 1086w, https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/UNS-implementation-using-OPC-UA-MQTT.pdf_Page_01.png?resize=1448,2048 1448w\" sizes=\"auto, (max-width: 724px) 100vw, 724px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-l-uns-structure-normalise-et-centralise-les-donnees\">L\u2019UNS structure, normalise et centralise les donn\u00e9es<\/h2>\n\n\n\n<p>La solution est de doter l\u2019entreprise d\u2019un Unified Name Space (UNS), c\u2019est-\u00e0-dire un mod\u00e8le structur\u00e9, normalis\u00e9 et centralis\u00e9 des donn\u00e9es de l\u2019OT. Un UNS n\u2019est donc pas un nouvel entrep\u00f4t de donn\u00e9es, mais un ensemble de principes communs qui facilite les \u00e9changes entre les producteurs et les consommateurs de donn\u00e9es. Aux producteurs, l\u2019UNS indique comment leurs donn\u00e9es doivent \u00eatre organis\u00e9es, nomm\u00e9es, format\u00e9es, pr\u00e9sent\u00e9es, pour que d\u2019autres syst\u00e8mes puissent y acc\u00e9der et les exploiter. Aux consommateurs, il pr\u00e9cise o\u00f9 se trouvent les donn\u00e9es requises, sous quelle forme et comment les obtenir. Align\u00e9 sur les sp\u00e9cificit\u00e9s de l\u2019entreprise et couvrant l\u2019ensemble de ses donn\u00e9es, l\u2019UNS est donc tout \u00e0 la fois une structure hi\u00e9rarchis\u00e9e, un r\u00e9f\u00e9rentiel s\u00e9mantique, un cadre de standardisation, un annuaire d\u2019interconnexion et un indicateur de la v\u00e9rit\u00e9.<\/p>\n\n\n\n<p>D\u00e8s lors, les donn\u00e9es \u00e9tant normalis\u00e9es, identifi\u00e9es et localis\u00e9es de fa\u00e7on claire, il n\u2019est plus n\u00e9cessaire, par exemple, de se plonger dans d\u2019\u00e9paisses documentations ou de cr\u00e9er des drivers sp\u00e9cifiques pour d\u00e9velopper de nouvelles applications. La maintenance du parc et son \u00e9volution sont elles aussi simplifi\u00e9es car il est plus facile de r\u00e9cup\u00e9rer et interpr\u00e9ter les donn\u00e9es, ou de remplacer une machine. Et la continuit\u00e9 avec l\u2019IT favorise la mise en place d\u2019innovations telles que des jumeaux num\u00e9riques ou des solutions \u00e0 base d\u2019IA.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-mqtt-et-opc-ua-deux-briques-fondamentales-et-complementaires\">MQTT et OPC UA, deux briques fondamentales et compl\u00e9mentaires<\/h2>\n\n\n\n<p>En pratique, l\u2019impl\u00e9mentation d\u2019un UNS n\u00e9cessite des \u00ab&nbsp;tuyaux&nbsp;\u00bb, pour transporter les donn\u00e9es, et des \u00ab&nbsp;\u00e9tiquettes&nbsp;\u00bb, pour attacher \u00e0 chacune d\u2019elles ses attributs normalis\u00e9s. En ce qui concerne les \u00ab&nbsp;tuyaux&nbsp;\u00bb, le choix se portera assez naturellement sur MQTT (Message Queueing Telemetry Transport), le protocole d\u2019\u00e9change standard le plus commun\u00e9ment utilis\u00e9 pour l\u2019Internet des objets (IoT). L\u00e9ger et scalable, MQTT se charge de centraliser les donn\u00e9es via un broker, puis de les distribuer.<\/p>\n\n\n\n<p>Pour ce qui est des \u00ab&nbsp;\u00e9tiquettes&nbsp;\u00bb, il existe deux possibilit\u00e9s, compatibles l\u2019une et l\u2019autre avec MQTT&nbsp;: Sparkplug et OPC UA (Unified Architecture). Apparu en 2016, Sparkplug est soutenu par l\u2019Eclipse Foundation, mais le groupe de travail qui lui est consacr\u00e9 ne compte qu\u2019une quinzaine de membres. Par ailleurs, il pr\u00e9sente le d\u00e9savantage de ne pas int\u00e9grer nativement la description des donn\u00e9es, au contraire d\u2019OPC UA. Ce dernier est quant \u00e0 lui d\u00e9velopp\u00e9 par l\u2019OPC Foundation, un consortium cr\u00e9\u00e9 en 1994 qui r\u00e9unit plus d\u2019un millier d\u2019entreprises, fabricants de mat\u00e9riels, \u00e9diteurs de logiciels et industriels utilisateurs. Standard reconnu par l\u2019IEC\/ISO et largement r\u00e9pandu, OPC UA a fait ses preuves dans de nombreux secteurs, dont l\u2019\u00e9nergie, l\u2019automobile, l\u2019oil &amp; gas, l\u2019a\u00e9rospatial, la pharmacie\u2026 En d\u00e9pit de sa complexit\u00e9 apparente, OPC UA offre donc davantage de garanties et de possibilit\u00e9s que Sparkplug, et c\u2019est pourquoi nous le recommandons en association avec MQTT pour b\u00e2tir un UNS.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-passage-a-l-echelle-et-continuite-avec-l-it-deux-atouts-d-opc-ua\">Passage \u00e0 l\u2019\u00e9chelle et continuit\u00e9 avec l\u2019IT, deux atouts d\u2019OPC UA<\/h2>\n\n\n\n<p>OPC UA supporte les communications client\/serveur et, depuis 2017, publisher\/subscriber. Ces deux modes peuvent \u00eatre utilis\u00e9s dans le cadre de la mise en \u0153uvre d\u2019un UNS, y compris ensemble, dans une impl\u00e9mentation hybride. En d\u00e9couplant la production et la consommation de donn\u00e9es, le mode publisher\/subscriber facilite n\u00e9anmoins consid\u00e9rablement les connexions many-to-many, le passage \u00e0 l\u2019\u00e9chelle et le d\u00e9veloppement de nouveaux cas d\u2019usage. De plus, l\u2019utilisation de Json pour l\u2019encodage des informations assure sa comptabilit\u00e9 avec les syst\u00e8mes IT, permettant ainsi d\u2019\u00e9tablir une continuit\u00e9 dans la collecte et l\u2019exploitation des donn\u00e9es industrielles depuis les capteurs jusqu\u2019au cloud (et inversement).<\/p>\n\n\n\n<p>Malgr\u00e9 tout, le choix des technologies sous-jacentes d\u00e9pendra du contexte propre \u00e0 chaque entreprise&nbsp;: m\u00e9tiers, parc mat\u00e9riel, cas d\u2019usage envisag\u00e9s, ressources\u2026 Dans tous les cas, on proc\u00e9dera \u00e9tape par \u00e9tape, en commen\u00e7ant par un pan de l\u2019activit\u00e9 qui offrira des gains rapides et visibles. Ceci permettra de convaincre tous les acteurs du bien-fond\u00e9 d\u2019un UNS, d\u2019enclencher une dynamique d\u2019adoption \u00e0 l\u2019\u00e9chelle de l\u2019entreprise, et d\u2019en faire ainsi le socle et l\u2019acc\u00e9l\u00e9rateur de la transformation de l\u2019entreprise vers l\u2019industrie du futur.<\/p>\n\n\n\n<div class=\"wp-block-cg-blocks-autocloud-form undefined autocloudform\"><div class=\"section--autoCloud-form\"><div class=\"wrapperAutoCloudSection\" id=\"linkToForm\"><div class=\"container\"><div class=\"row\"><div class=\"col-md-12 col-lg-6 left-img align-self-center escaper-left\"><\/div><div class=\"  col-md-12\"><div class=\"autoCloudForm\"><h3 class=\"formHelpText\">T\u00e9l\u00e9chargez le livre blanc <\/h3>\t\t<div class=\"mf_forms__container \">\n\t\t\t\t\t\t\t\t<form id=\"mf_form_779361_723268137\" class=\"mf_form__form row needs-validation\" action=\"\" method=\"post\" enctype=\"multipart\/form-data\" data-nosnippet>\n\n\t\t\t\t<div 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President\">Vice-Pr\u00e9sident<\/option>\n\t\t\t\t\t\t\t<option value=\"Director\/Principal Consultant\">Directeur\/Consultant<\/option>\n\t\t\t\t\t\t\t<option value=\"Senior Manager\/Managing Consultant\">Gestionnaire \/conseiller en gestion<\/option>\n\t\t\t\t\t\t\t<option value=\"Consultant\/Senior Consultant\">Consultant\/Senior Consultant<\/option>\n\t\t\t\t\t\t\t<option value=\"Assistant\/Secretary\">Assistant\/Secr\u00e9taire<\/option>\n\t\t\t\t\t<\/select>\n\n\t\t<label for=\"_mf_724183_5297_3283985003\" class=\"form-label\">Niveau hi\u00e9rarchique <span class=\"star-required\">*<\/span><\/label><div class=\"invalid-feedback-frm\" role=\"alert\">Niveau hi\u00e9rarchique n&#039;est pas valide<\/div><\/div><div class=\"mf-field-wrapper  col-sm-12\">\n\t\t<div class=\"form-check checkbox-controls\">\n\n\t\t\t<input type=\"checkbox\" id=\"_mf_177385_6270_1504485868\" class=\"form-check-input\"\n\t\t\t\tname=\"_mf_177385_6270[]\"\n\t\t\t\tvalue=\"1\"\n\t\t\t\trequired\n\t\t\t>\n\n\t\t\t<label for=\"_mf_177385_6270_1504485868\" class=\"form-check-label consent-text\">\n\t\t\t\tJe consens \u00e0 ce que mes donn\u00e9es soient utilis\u00e9es \u00e0 des fins de marketing et communication, comme d\u00e9crit dans notre <a href=\"https:\/\/www.capgemini.com\/fr-fr\/charte-de-protection-des-donnees-personnelles\/\" \/>Politique li\u00e9e aux donn\u00e9es personnelles. <\/a> &nbsp;\t\t\t<\/label>\n\n\t\t<\/div>\n\t\t<div class=\"invalid-feedback-frm\" role=\"alert\">Ce champs est requis<\/div><\/div>\t\t\t<div class=\"mf_field mf_field--recaptcha\">\n\t\t\t\t<div class=\"g-recaptcha\" data-sitekey=\"6Lc3OpIUAAAAADY4ErEHF0HF6Tr7vuknduDU-fbl\"><\/div>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"mf_field mf_field--submit\" >\n\t\t\t\t<div class=\"slide-button-background button-background\">\n\t\t\t\t\t<label for=\"slider-submit-_mf_177385_1805\" class=\"slide-text\">\n\t\t\t\t\t\tFaire glisser\t\t\t\t\t<\/label>\n\t\t\t\t\t<input\n\t\t\t\t\t\tid=\"slider-submit-_mf_177385_1805\"\n\t\t\t\t\t\ttype=\"range\"\n\t\t\t\t\t\tclass=\"mf_field__input slider-frm-btn\"\n\t\t\t\t\t\trel=\"_mf_177385_1805\"\n\t\t\t\t\t\tmin=\"0\"\n\t\t\t\t\t\tmax=\"100\"\n\t\t\t\t\t\tvalue=\"0\"\n\t\t\t\t\t\taria-label=\"Slide to submit\"\n\t\t\t\t\t\taria-describedby=\"slide-instruction-_mf_177385_1805\"\n\t\t\t\t\t\taria-valuenow=\"0\"\n\t\t\t\t\t\taria-valuemin=\"0\"\n\t\t\t\t\t\taria-valuemax=\"100\"\n\t\t\t\t\t\taria-orientation=\"horizontal\"\n\t\t\t\t\t\trole=\"slider\"\n\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\/>\n\t\t\t\t\t<span id=\"slide-instruction-_mf_177385_1805\" class=\"sr-only\">\n\t\t\t\t\t\tUtilisez les fl\u00e8ches droite pour faire d\u00e9filer ou faites glisser vers la droite avec votre doigt. Lorsque vous atteignez 100 %, le formulaire est envoy\u00e9.\t\t\t\t\t<\/span>\n\t\t\t\t\t<!-- Mobile-only submit button fallback -->\n\t\t\t\t\t<button type=\"submit\" class=\"mf-mobile-submit-btn\" disabled>\n\t\t\t\t\t\t<span class=\"sr-only\">Si vous utilisez un lecteur d\u2019\u00e9cran ou VoiceOver, appuyez deux fois sur ce bouton pour envoyer le formulaire.<\/span>\n\t\t\t\t\t\tFaire glisser\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\t\t\t\t<input type=\"hidden\" name=\"submit_btn_txt\" class=\"submit_btn_txt\" value=\"Faire glisser\"\/>\n\t\t\t\t<input type=\"hidden\" name=\"submitted_state_txt\" class=\"submitted_state_txt\" value=\"Valider\"\/>\n\t\t\t<\/div>\n\t\t\t\t\t\t<input type=\"hidden\" name=\"form_id\" data-validate=\"number\" class=\"mf_form__id\" value=\"779361\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"form_title\" class=\"mf_form__title\" value=\"pov-uns-bas%c3%a9-sur-opc-ua-et-mqtt\" \/>\n\t\t\t\t<input type=\"hidden\" name=\"wp_rest_nonce\" class=\"mf_form__wp_rest_nonce\" value=\"0066098e0b\" \/>\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<h3 style=\"text-align: center\">Merci de l\u2019int\u00e9r\u00eat que vous portez \u00e0 notre point de vue <strong>\u00ab <\/strong>Un UNS bas\u00e9 sur OPC UA et MQTT, la passerelle vers l\u2019industrie du futur\u00a0<strong>\u00bb.<\/strong><\/h3><br><h3 style=\"text-align: center\">Pour le t\u00e9l\u00e9charger, <a href=\"https:\/\/www.capgemini.com\/fr-fr\/wp-content\/uploads\/sites\/6\/2025\/03\/UNS-implementation-using-OPC-UA-MQTT.pdf\">cliquez ici<\/a><\/h3><\/p>\n\t\t\t<\/div>\n\t\t\t<div class=\"mf_form__errors\">\n\t\t\t\t<p>D\u00e9sol\u00e9, la soumission du formulaire a \u00e9chou\u00e9. Merci de r\u00e9essayer.<\/p>\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t<script>\n\t\t\twindow.MF_CONFIG779361 = {\"779361\":{\"errors\":{\"_mf_177385_6270\":\"Ce champs est requis\"},\"redirect\":\"\"}};\n\t\t<\/script>\n\t\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n\n\n\n<section class=\"wp-block-cg-blocks-wrapper-people-slider section section--expert-slider wrapper-people-slider undefined\"><div class=\"container\"><div class=\"content-title\"><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\/2025\/03\/people_sylvain_marchand2.png\" alt=\"Sylvain Marchand\"\/>\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\/sylvain-marchand-678925227\/\"><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\">Sylvain Marchand<\/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>Software engineer, 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\/sylvain-marchand-678925227\/\"><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<\/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\/03\/Nicolas-Nguyen.jpg\" alt=\"Nicolas Nguyen Tan Cuong\"\/>\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\/nicolas-nguyen-tan-cuong-543b57100\/\"><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\">Nicolas Nguyen Tan Cuong<\/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>Head of Smart Factory Center of Excellence,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\/nicolas-nguyen-tan-cuong-543b57100\/\"><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<\/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 0231d8e0-76d5-4d91-ad18-63bae040c22d\">\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=\"68\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Data &amp; intelligence artificielle\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tData &amp; intelligence artificielle\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tclass=\"box-title \">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h4 data-maxlength=\"144\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Ma\u00eetrisez vos donn\u00e9es et transformez votre organisation.\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tstyle=\"white-space: pre-wrap;\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tMa\u00eetrisez vos donn\u00e9es et transformez votre organisation.\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\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 Data &amp; intelligence artificielle\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\ttitle=\"Opens in new window\" 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