{"id":16790,"date":"2025-03-27T13:25:22","date_gmt":"2025-03-27T17:25:22","guid":{"rendered":"https:\/\/www.calian.com\/digital-cyber\/?page_id=16790"},"modified":"2026-04-27T12:43:28","modified_gmt":"2026-04-27T16:43:28","slug":"data-and-ai","status":"publish","type":"page","link":"https:\/\/www.calian.com\/digital-cyber\/fr\/data-and-ai\/","title":{"rendered":"Donn\u00e9es et IA"},"content":{"rendered":"\n<div class=\"tbk-hydrate-component\" data-cid=\"be0c94f3-26a9-4d03-ba68-4b6abb224d92\" data-component=\"LandingPageHeader\"><header class=\"calian-header landing-page-header calian-header--invert calian-header--style-invert wp-block-calian-com-components-calian-landing-page-header\"><div class=\"calian-header__container container-fluid\"><nav class=\"calian-header__navbar navbar navbar-expand-xl navbar-white\"><div class=\"calian-header__navbar-container container-fluid\"><a class=\"calian-header__navbar-brand navbar-brand\" href=\"\/\"><img decoding=\"async\" src=\"https:\/\/sites.calian.com\/app\/dist\/logo-colour-WZMAWDEU.svg\" alt=\"\" width=\"180\" height=\"65\" class=\"img-fluid\" loading=\"lazy\"\/><\/a><div class=\"calian-header__navbar-collapse collapse collapse navbar-collapse\"><div class=\"calian-header__navbar-left\"><\/div><div class=\"calian-header__navbar-right\"><ul class=\"nav justify-content-start calian-header__language-select-nav\"><li class=\"nav-item dropdown\"><a class=\"nav-link dropdown-toggle\" href=\"#\" aria-expanded=\"false\" role=\"button\" data-bs-toggle=\"dropdown\" data-bs-auto-close=\"true\">FR<\/a><ul class=\"dropdown-menu\"><li><a class=\"dropdown-item\" href=\"#\" target=\"_self\">FR<\/a><\/li><li><a class=\"dropdown-item\" href=\"#\" target=\"_self\">FR<\/a><\/li><\/ul><\/li><\/ul><ul class=\"nav justify-content-start calian-header__main-nav\"><li class=\"nav-item\"><a class=\"nav-link\" href=\"https:\/\/www.calian.com\/digital-cyber\/\">Solutions informatiques et cybern\u00e9tiques<\/a><\/li><\/ul><\/div><\/div><\/div><\/nav><div class=\"calian-header__cta-search\"><\/div><button type=\"button\" class=\"calian-header__navbar-toggler btn navbar-toggler\" data-bs-toggle=\"offcanvas\" data-bs-target=\".offcanvas\" aria-label=\"Toggle\"><i class=\"icon icon-menu-alternate\"><\/i><\/button><\/div><div class=\"offcanvas offcanvas-end\"><div class=\"offcanvas-header\"><div class=\"offcanvas-header__upper\"><div class=\"offcanvas-header__brand\"><a class=\"calian-header__navbar-brand navbar-brand\" href=\"\/\"><img decoding=\"async\" src=\"https:\/\/sites.calian.com\/app\/dist\/logo-colour-WZMAWDEU.svg\" alt=\"\" width=\"180\" height=\"65\" class=\"img-fluid\" loading=\"lazy\"\/><\/a><\/div><button type=\"button\" class=\"btn-close text-reset\" data-bs-dismiss=\"offcanvas\" aria-label=\"Close\"><\/button><\/div><\/div><div class=\"offcanvas-body\"><ul class=\"nav justify-content-start flex-column calian-header__main-nav--mobile\"><li class=\"nav-item\"><a class=\"nav-link\" href=\"https:\/\/www.calian.com\/digital-cyber\/\">Solutions informatiques et cybern\u00e9tiques<\/a><\/li><\/ul><div class=\"calian-header__cta-language-select-mobile\"><div class=\"calian-header__cta-language-select-mobile__cta\"><\/div><div class=\"calian-header__cta-language-select-mobile__language ms-0 ps-3\"><div class=\"calian-header__language-select-nav--mobile\"><a class=\"nav-link collapse-toggle\" data-bs-toggle=\"collapse\" href=\"#navMobileCollapse\" role=\"button\" aria-expanded=\"false\" aria-controls=\"navMobileCollapse\">FR<\/a><\/div><div class=\"collapse\" id=\"navMobileCollapse\"><div class=\"calian-header__language-select-nav--mobile--content\"><ul class=\"nav flex-column\"><li class=\"nav-item\"><a class=\"nav-link\" href=\"#\" target=\"_self\">FR<\/a><\/li><li class=\"nav-item\"><a class=\"nav-link\" href=\"#\" target=\"_self\">FR<\/a><\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/div><\/header><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"f3bae54f-7a17-4f21-8bf7-a181aeb8748c\" data-component=\"MainHeroVideo\"><div class=\"calian-main-hero wp-block-calian-com-components-calian-main-hero-video inverted\"><div class=\"main-hero-video position-relative\"><div class=\"main-hero-video__overlay-top\"><\/div><div class=\"main-hero-video__overlay-left\"><\/div><div class=\"main-hero-video__overlay-general\"><\/div><div class=\"main-hero-video__content container-fluid mw-1195px\"><div class=\"row px-3\"><div class=\"col-12 mw-641px p-0\"><h1 class=\"main-hero-video__heading text-white mb-4\">Stimuler les r\u00e9sultats de l&#8217;entreprise avec des solutions de donn\u00e9es et d&#8217;IA.<\/h1><p class=\"main-hero-video__description text-white subheading mb-5\">Calian aide les organisations \u00e0 unifier les donn\u00e9es d&#8217;entreprise, \u00e0 appliquer des analyses d&#8217;IA avanc\u00e9es et \u00e0 automatiser les flux de travail op\u00e9rationnels. Nous transformons les informations fragment\u00e9es en informations claires et exploitables qui permettent l&#8217;adoption s\u00e9curis\u00e9e, gouvern\u00e9e et \u00e9volutive de l&#8217;IA dans les environnements critiques.<\/p><div class=\"main-hero-software__cta-buttons d-flex flex-column flex-sm-row justify-content-start pt-2\"><a href=\"#contact-form\" class=\"btn btn-secondary\">Parlez \u00e0 un expert<\/a><a href=\"#data_ai\" class=\"btn btn-light mt-3 mt-sm-0 ms-sm-3\">Explorez les solutions d&#8217;IA<\/a><\/div><\/div><\/div><\/div><video src=\"https:\/\/sites.calian.com\/app\/uploads\/sites\/10\/2026\/04\/AdobeStock_1182227493.mov\" class=\"hero-banner__bg-video\" autoplay=\"\" muted=\"\" playsinline=\"\" loop=\"\"><\/video><button class=\"hero-banner__bg-video-btn btn link-white position-absolute z-3 bottom-0 left-0 d-flex justify-content-center align-items-center fs-9 ms-3 ms-lg-5 mb-3 mb-lg-5 p-1\"><span class=\"icon icon-pause fs-8px me-2\"><\/span>Pause<\/button><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"581b6c67-5075-4ade-8507-b1fdc5aaa800\" data-component=\"StatsBar\"><div class=\"calian-stats-bar calian-stats-bar--inverted theme-dark wp-block-calian-com-components-calian-stats-bar\"><div class=\"container-fluid layout-simple\"><div class=\"row mw-1830px mx-auto\"><div class=\"col-12 col-sm-6 col-lg\"><div><div class=\"d-flex justify-content-center p-1\"><div class=\"spinner-border text-primary \" role=\"status\" style=\"width:3rem;height:3rem\"><span class=\"visually-hidden\">Chargement&#8230;<\/span><\/div><\/div><\/div><\/div><div class=\"col-12 col-sm-6 col-lg\"><div><div class=\"d-flex justify-content-center p-1\"><div class=\"spinner-border text-primary \" role=\"status\" style=\"width:3rem;height:3rem\"><span class=\"visually-hidden\">Chargement&#8230;<\/span><\/div><\/div><\/div><\/div><div class=\"col-12 col-sm-6 col-lg\"><div><div class=\"d-flex justify-content-center p-1\"><div class=\"spinner-border text-primary \" role=\"status\" style=\"width:3rem;height:3rem\"><span class=\"visually-hidden\">Chargement&#8230;<\/span><\/div><\/div><\/div><\/div><div class=\"col-12 col-sm-6 col-lg\"><div><div class=\"d-flex justify-content-center p-1\"><div class=\"spinner-border text-primary \" role=\"status\" style=\"width:3rem;height:3rem\"><span class=\"visually-hidden\">Chargement&#8230;<\/span><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"b0ae0faa-d464-417c-9914-68a5650030c9\" data-component=\"ResourceCardListing\"><div id=\"data_ai\" class=\"resource-card-listing py-8 px-3 bg-light position-relative wp-block-calian-com-components-calian-resource-card-listing\"><div class=\"resource-card-listing__container z-1 position-relative mw-1240px w-100 p-0 mx-auto\"><div class=\"resource-card-listing__head mb-6 px-5 w-100 mx-auto d-inline-flex justify-content-between align-items-start gap-3 flex-wrap\"><\/div><div class=\"resource-card-listing__cards resource-card-listing__cards--grid resource-card-listing__cards--3-columns\"><div class=\"resource-card-listing-text d-flex flex-column gap-3 mw-641px\"><h2 class=\"mb-0\">Nos capacit\u00e9s en mati\u00e8re de donn\u00e9es et d&#8217;IA<\/h2><\/div><div class=\"calian-resource-card calian-resource-card--blog calian-resource-card--text calian-resource-card--tiny-layout overflow-hidden rounded-5 bg-white position-relative d-flex h-100 mw-xl-392px\"><a href=\"#use-case\" class=\"calian-resource-card__container calian-resource-card__link z-0 rounded-5 overflow-hidden w-100 d-flex text-decoration-none p-4 p-md-5 border border-1 border-color-light false false undefined\" aria-label=\"Customer data unification  \" title=\"Unification des donn&#xE9;es clients  \"><div class=\"calian-resource-card__content z-1 d-flex w-100 h-100 flex-column gap-5\"><div class=\"calian-resource-card__copy d-inline-flex flex-wrap h-100 flex-column z-2 flex-grow-1 pe-2\"><div class=\"calian-resource-card__header d-flex flex-column\"><h4 class=\"calian-resource-card__heading mb-0 medium\">Unification des donn\u00e9es clients  <\/h4><\/div><div class=\"calian-resource-card__excerpt mt-3\">Connaissez votre client de mani\u00e8re coh\u00e9rente, s\u00e9curis\u00e9e et en temps r\u00e9el.  <\/div><div class=\"calian-resource-card__footer d-flex gap-4 justify-content-between mt-auto\"><div class=\"calian-resource-card__ctas d-flex flex-wrap gap-3 pt-4 justify-content-between mb-0 align-items-center mt-auto\"><div class=\"d-flex gap-2\"><span class=\"text-decoration-none arrow-btn text-primary h4 mb-0\"><i class=\"icon icon-arrow-right\"><\/i><\/span><\/div><\/div><\/div><\/div><\/div><\/a><\/div><div class=\"calian-resource-card calian-resource-card--blog calian-resource-card--text calian-resource-card--tiny-layout overflow-hidden rounded-5 bg-white position-relative d-flex h-100 mw-xl-392px\"><a href=\"#use-case\" class=\"calian-resource-card__container calian-resource-card__link z-0 rounded-5 overflow-hidden w-100 d-flex text-decoration-none p-4 p-md-5 border border-1 border-color-light false false undefined\" aria-label=\"AI-automated workflow  \" title=\"Flux de travail automatis&#xE9; par l'IA  \"><div class=\"calian-resource-card__content z-1 d-flex w-100 h-100 flex-column gap-5\"><div class=\"calian-resource-card__copy d-inline-flex flex-wrap h-100 flex-column z-2 flex-grow-1 pe-2\"><div class=\"calian-resource-card__header d-flex flex-column\"><h4 class=\"calian-resource-card__heading mb-0 medium\">Flux de travail automatis\u00e9 par l&#8217;IA  <\/h4><\/div><div class=\"calian-resource-card__excerpt mt-3\">Cr\u00e9ez des flux de travail qui s&#8217;adaptent \u00e0 votre entreprise.  <\/div><div class=\"calian-resource-card__footer d-flex gap-4 justify-content-between mt-auto\"><div class=\"calian-resource-card__ctas d-flex flex-wrap gap-3 pt-4 justify-content-between mb-0 align-items-center mt-auto\"><div class=\"d-flex gap-2\"><span class=\"text-decoration-none arrow-btn text-primary h4 mb-0\"><i class=\"icon icon-arrow-right\"><\/i><\/span><\/div><\/div><\/div><\/div><\/div><\/a><\/div><div class=\"calian-resource-card calian-resource-card--blog calian-resource-card--text calian-resource-card--tiny-layout overflow-hidden rounded-5 bg-white position-relative d-flex h-100 mw-xl-392px\"><a href=\"#use-case\" class=\"calian-resource-card__container calian-resource-card__link z-0 rounded-5 overflow-hidden w-100 d-flex text-decoration-none p-4 p-md-5 border border-1 border-color-light false false undefined\" aria-label=\"Supply chain visibility  \" title=\"Visibilit&#xE9; de la cha&#xEE;ne d'approvisionnement  \"><div class=\"calian-resource-card__content z-1 d-flex w-100 h-100 flex-column gap-5\"><div class=\"calian-resource-card__copy d-inline-flex flex-wrap h-100 flex-column z-2 flex-grow-1 pe-2\"><div class=\"calian-resource-card__header d-flex flex-column\"><h4 class=\"calian-resource-card__heading mb-0 medium\">Visibilit\u00e9 de la cha\u00eene d&#8217;approvisionnement  <\/h4><\/div><div class=\"calian-resource-card__excerpt mt-3\">Passez d&#8217;un suivi r\u00e9actif \u00e0 une vision pr\u00e9dictive.  <\/div><div class=\"calian-resource-card__footer d-flex gap-4 justify-content-between mt-auto\"><div class=\"calian-resource-card__ctas d-flex flex-wrap gap-3 pt-4 justify-content-between mb-0 align-items-center mt-auto\"><div class=\"d-flex gap-2\"><span class=\"text-decoration-none arrow-btn text-primary h4 mb-0\"><i class=\"icon icon-arrow-right\"><\/i><\/span><\/div><\/div><\/div><\/div><\/div><\/a><\/div><div class=\"calian-resource-card calian-resource-card--blog calian-resource-card--text calian-resource-card--tiny-layout overflow-hidden rounded-5 bg-white position-relative d-flex h-100 mw-xl-392px\"><a href=\"#use-case\" class=\"calian-resource-card__container calian-resource-card__link z-0 rounded-5 overflow-hidden w-100 d-flex text-decoration-none p-4 p-md-5 border border-1 border-color-light false false undefined\" aria-label=\"Agile market intelligence  \" title=\"Intelligence &#xE9;conomique agile  \"><div class=\"calian-resource-card__content z-1 d-flex w-100 h-100 flex-column gap-5\"><div class=\"calian-resource-card__copy d-inline-flex flex-wrap h-100 flex-column z-2 flex-grow-1 pe-2\"><div class=\"calian-resource-card__header d-flex flex-column\"><h4 class=\"calian-resource-card__heading mb-0 medium\">Intelligence \u00e9conomique agile  <\/h4><\/div><div class=\"calian-resource-card__excerpt mt-3\">Transformez vos connaissances en avantage concurrentiel.  <\/div><div class=\"calian-resource-card__footer d-flex gap-4 justify-content-between mt-auto\"><div class=\"calian-resource-card__ctas d-flex flex-wrap gap-3 pt-4 justify-content-between mb-0 align-items-center mt-auto\"><div class=\"d-flex gap-2\"><span class=\"text-decoration-none arrow-btn text-primary h4 mb-0\"><i class=\"icon icon-arrow-right\"><\/i><\/span><\/div><\/div><\/div><\/div><\/div><\/a><\/div><div class=\"calian-resource-card calian-resource-card--blog calian-resource-card--text calian-resource-card--tiny-layout overflow-hidden rounded-5 bg-white position-relative d-flex h-100 mw-xl-392px\"><a href=\"#use-case\" class=\"calian-resource-card__container calian-resource-card__link z-0 rounded-5 overflow-hidden w-100 d-flex text-decoration-none p-4 p-md-5 border border-1 border-color-light false false undefined\" aria-label=\"Intelligent data processing (IDP)\" title=\"Traitement intelligent des donn&#xE9;es (IDP)\"><div class=\"calian-resource-card__content z-1 d-flex w-100 h-100 flex-column gap-5\"><div class=\"calian-resource-card__copy d-inline-flex flex-wrap h-100 flex-column z-2 flex-grow-1 pe-2\"><div class=\"calian-resource-card__header d-flex flex-column\"><h4 class=\"calian-resource-card__heading mb-0 medium\">Traitement intelligent des donn\u00e9es (IDP)<\/h4><\/div><div class=\"calian-resource-card__excerpt mt-3\">Transformez les op\u00e9rations lourdes en documents en pipelines de donn\u00e9es automatis\u00e9s.  <\/div><div class=\"calian-resource-card__footer d-flex gap-4 justify-content-between mt-auto\"><div class=\"calian-resource-card__ctas d-flex flex-wrap gap-3 pt-4 justify-content-between mb-0 align-items-center mt-auto\"><div class=\"d-flex gap-2\"><span class=\"text-decoration-none arrow-btn text-primary h4 mb-0\"><i class=\"icon icon-arrow-right\"><\/i><\/span><\/div><\/div><\/div><\/div><\/div><\/a><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"860f1078-4883-47ed-99e9-e915f0b1cad9\" data-component=\"Spacer\"><div class=\"calian-spacer wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"6b187a5b-d0b1-461e-a037-869e6fc9f553\" data-component=\"AlternatingTextAndImages\"><div class=\"calian-alternating-text-and-images overflow-hidden wp-block-calian-com-components-calian-alternating-text-and-images\"><div class=\"calian-alternating-text-and-images__container container-fluid\"><div class=\"\"><div class=\"row gx-md-6 justify-content-lg-start justify-content-lg-start mb-3 mb-md-9\"><div class=\"col-12 col-md mb-3\"><img decoding=\"async\" src=\"https:\/\/sites.calian.com\/app\/uploads\/sites\/10\/2026\/02\/AdobeStock_470107495-1024x576.jpeg\" alt=\"Trois personnes travaillent ensemble sur des &#xE9;crans d'ordinateur dans un bureau moderne, visualisant du code sur des &#xE9;crans dans un environnement technologique collaboratif.\" width=\"1024\" height=\"576\" class=\"rounded-5 img-fluid w-100 h-250px h-md-373px object-fit-cover\" loading=\"lazy\"\/><\/div><div class=\"col-12 col-md\"><h3>La puissance de l&#8217;analyse de l&#8217;IA avec les flux de travail assist\u00e9s par l&#8217;IA.  <\/h3><div class=\"calian-alternating-text-and-images__text mb-3\">Les analyses d&#8217;IA identifient des mod\u00e8les, pr\u00e9disent des r\u00e9sultats et recommandent la meilleure action \u00e0 entreprendre.  <br\/>  Les flux de travail assist\u00e9s par l&#8217;IA ex\u00e9cutent ces actions &#8211; acheminement du travail, remont\u00e9e des d\u00e9cisions et ach\u00e8vement des t\u00e2ches en temps r\u00e9el.  \n<p>Lorsque ces capacit\u00e9s sont int\u00e9gr\u00e9es, les organisations vont au-del\u00e0 des tableaux de bord et <strong>obtiennent des r\u00e9sultats bas\u00e9s sur l&#8217;IA.<\/strong> <\/p>\n<p>Nos solutions de donn\u00e9es d&#8217;entreprise et d&#8217;IA sont con\u00e7ues comme un seul syst\u00e8me, et non assembl\u00e9es ult\u00e9rieurement. Nous unifions vos donn\u00e9es, appliquons des mod\u00e8les d&#8217;IA explicables et int\u00e9grons l&#8217;automatisation intelligente directement dans les flux de travail op\u00e9rationnels.  <\/p>\n<p><br\/><\/p><\/div><div class=\"calian-alternating-text-and-images__ctas mb-3 d-flex flex-wrap gap-3\"><\/div><\/div><\/div><div class=\"row gx-md-6 justify-content-lg-start flex-row-reverse justify-content-lg-between\"><div class=\"col-12 col-md mb-3\"><img decoding=\"async\" src=\"https:\/\/sites.calian.com\/app\/uploads\/sites\/10\/2025\/08\/AdobeStock_1543811623-1024x682.jpeg\" alt=\"Un travailleur en tenue de s&#xE9;curit&#xE9; tenant une tablette l&#xE8;ve le pouce alors qu'il se trouve sous une machine lourde dans un environnement industriel.\" width=\"1024\" height=\"682\" class=\"rounded-5 img-fluid w-100 h-250px h-md-373px object-fit-cover\" loading=\"lazy\"\/><\/div><div class=\"col-12 col-md\"><h3>Les r\u00e9sultats<\/h3><div class=\"calian-alternating-text-and-images__text mb-3\"><ul>\n  <li>Cycles de d\u00e9cision plus rapides et mieux inform\u00e9s gr\u00e2ce \u00e0 des informations en temps r\u00e9el aliment\u00e9es par l&#8217;IA  <\/li>\n  <li>R\u00e9duction des efforts manuels gr\u00e2ce \u00e0 l&#8217;automatisation intelligente int\u00e9gr\u00e9e dans les flux de travail op\u00e9rationnels  <\/li>\n  <li>Op\u00e9rations \u00e9volutives reposant sur une base de donn\u00e9es s\u00e9curis\u00e9e et unifi\u00e9e pour l&#8217;IA d&#8217;entreprise.  <\/li>\n  <li>Impact commercial mesurable avec des r\u00e9sultats suivis gr\u00e2ce \u00e0 des mesures de performance bas\u00e9es sur des donn\u00e9es.<\/li>\n<\/ul><\/div><div class=\"calian-alternating-text-and-images__ctas mb-3 d-flex flex-wrap gap-3\"><a href=\"#contact-form\" class=\"btn btn-primary\">Parler avec un expert<\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"5a522452-93a5-4496-9c25-b93f1fadf28f\" data-component=\"Spacer\"><div class=\"calian-spacer calian-spacer--large wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"584e31dd-8f21-4fbf-bc8b-0f408c032369\" data-component=\"CTABar\"><div class=\"calian-cta-bar theme-dark wp-block-calian-com-components-calian-cta-bar\"><div class=\"calian-cta-bar__container container-fluid\"><div class=\"calian-cta-bar__vertical container-fluid position-relative\"><div class=\"row\"><div class=\"calian-cta-bar__vertical--content col-12\"><h2 class=\"calian-cta-bar__vertical--heading\">Une fiabilit\u00e9 \u00e0 toute \u00e9preuve dans les environnements critiques  <\/h2><div class=\"calian-cta-bar__vertical--description\">Depuis plus de 25 ans, Calian soutient des organisations telles que des agences gouvernementales, des syst\u00e8mes de soins de sant\u00e9, des organisations de d\u00e9fense et des fournisseurs d&#8217;infrastructures critiques op\u00e9rant dans des environnements hautement r\u00e9glement\u00e9s et sensibles \u00e0 la s\u00e9curit\u00e9.  \n<p><br\/><\/p>\n<p>Notre exp\u00e9rience en mati\u00e8re d&#8217;unification des donn\u00e9es et de fourniture de solutions technologiques s\u00e9curis\u00e9es garantit que l&#8217;innovation pilot\u00e9e par l&#8217;IA est mise en \u0153uvre de <strong>mani\u00e8re responsable, s\u00e9curis\u00e9e et \u00e0 l&#8217;\u00e9chelle de l&#8217;entreprise.<\/strong><\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"5a522452-93a5-4496-9c25-b93f1fadf28f\" data-component=\"Spacer\"><div class=\"calian-spacer calian-spacer--large wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"a0522a4f-64f6-415c-a260-6b058ff0988b\" data-component=\"ServiceListingWithIcons\"><div class=\"calian-service-listing-with-icons overflow-hidden bg-light-bg position-relative wp-block-calian-com-components-calian-service-listing-with-icons\"><div class=\"container-fluid mw-1440px pt-6 pb-4 pt-lg-12 pb-lg-10 ps-3 pe-3 ps-xl-14 pe-xl-8 position-relative z-1\"><div class=\"row mb-lg-7 pb-lg-2\"><div class=\"col-12 col-lg-4\"><h2>L&#8217;IA d&#8217;entreprise construite pour la confiance et l&#8217;\u00e9chelle<\/h2><\/div><div class=\"col-12 col-lg-8 ps-lg-2 pe-lg-10\"><p class=\"body-lg ps-lg-1 ls-0\">Les syst\u00e8mes d&#8217;IA doivent fonctionner dans des cadres stricts de s\u00e9curit\u00e9, de conformit\u00e9 et de gouvernance qui peuvent \u00eatre \u00e9tendus au-del\u00e0 d&#8217;un POC. Calian con\u00e7oit des solutions qui r\u00e9pondent \u00e0 ces exigences d\u00e8s le d\u00e9part.<\/p><\/div><\/div><div class=\"row calian-service-listing-with-icons__service-grid\"><div class=\"col-12 col-md-6 col-lg-4 mb-1 mb-md-3 pb-1\"><div class=\"d-flex flex-row align-items-start mb-2\"><i class=\"fs-26px me-3 ps-1 icon icon-desktop text-primary\"><\/i><h5 class=\"mb-0 pe-5\">Int\u00e9gr\u00e9 d\u00e8s la conception<\/h5><\/div><p class=\"mb-3 ls-0\">Les plateformes d&#8217;analyse, d&#8217;automatisation et de donn\u00e9es de l&#8217;IA sont construites ensemble pour r\u00e9duire la complexit\u00e9, le risque d&#8217;int\u00e9gration et acc\u00e9l\u00e9rer le temps de cr\u00e9ation de valeur.<\/p><\/div><div class=\"col-12 col-md-6 col-lg-4 mb-1 mb-md-3 pb-1\"><div class=\"d-flex flex-row align-items-start mb-2\"><i class=\"fs-26px me-3 ps-1 icon icon-robot text-primary\"><\/i><h5 class=\"mb-0 pe-5\">Aliment\u00e9 par l&#8217;\u00e9cosyst\u00e8me de l&#8217;IA de Microsoft<\/h5><\/div><p class=\"mb-3 ls-0\">Calian s&#8217;appuie sur des plateformes telles qu&#8217;Azure, Microsoft Fabric, Azure AI Foundry et Sentinel pour fournir une IA s\u00e9curis\u00e9e et de qualit\u00e9 professionnelle sur une infrastructure \u00e0 laquelle vous faites d\u00e9j\u00e0 confiance.<\/p><\/div><div class=\"col-12 col-md-6 col-lg-4 mb-1 mb-md-3 pb-1\"><div class=\"d-flex flex-row align-items-start mb-2\"><i class=\"fs-26px me-3 ps-1 icon icon-lock-key text-primary\"><\/i><h5 class=\"mb-0 pe-5\">S\u00e9curit\u00e9 et gouvernance par d\u00e9faut  <\/h5><\/div><p class=\"mb-3 ls-0\">Chaque pipeline de donn\u00e9es et chaque flux de travail comprend une gouvernance int\u00e9gr\u00e9e, une auditabilit\u00e9 et des contr\u00f4les conformes aux environnements r\u00e9glement\u00e9s.<\/p><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"5a522452-93a5-4496-9c25-b93f1fadf28f\" data-component=\"Spacer\"><div class=\"calian-spacer calian-spacer--large wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"f82c7bdc-90d6-4865-ad48-aa765ea56730\" data-component=\"CalianContainer\"><div class=\"calian-container wp-block-calian-com-components-calian-container\"><div>\n<h2 class=\"wp-block-heading has-text-align-center\">Cas d&#8217;utilisation<\/h2>\n<\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"9c5985d1-ebe3-4cc6-bebd-fa1855aa5afa\" data-component=\"Spacer\"><div class=\"calian-spacer calian-spacer--small wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"41226815-c1c1-4670-8ba6-1c5a532f20ee\" data-component=\"TeamListing\"><div><div class=\"d-flex justify-content-center p-1\"><div class=\"spinner-border text-primary \" role=\"status\" style=\"width:3rem;height:3rem\"><span class=\"visually-hidden\">Chargement&#8230;<\/span><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"5a522452-93a5-4496-9c25-b93f1fadf28f\" data-component=\"Spacer\"><div class=\"calian-spacer calian-spacer--large wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"771618a8-ad04-4dbb-a6bd-4d3dfdc75ce3\" data-component=\"AlternatingTextAndImages\"><div class=\"calian-alternating-text-and-images overflow-hidden wp-block-calian-com-components-calian-alternating-text-and-images\"><div class=\"calian-alternating-text-and-images__container container-fluid\"><div class=\"\"><div class=\"row gx-md-6 justify-content-lg-start justify-content-lg-start\"><div class=\"col-12 col-md mb-3\"><img decoding=\"async\" src=\"https:\/\/sites.calian.com\/app\/uploads\/sites\/10\/2025\/03\/iStock-1064562764-1024x676.jpg\" alt=\"Une femme pr&#xE9;sente des graphiques sur un &#xE9;cran &#xE0; quatre coll&#xE8;gues assis autour d'une table dans un bureau aux murs de verre.\" width=\"1024\" height=\"676\" class=\"rounded-5 img-fluid w-100 h-250px h-md-373px object-fit-cover\" loading=\"lazy\"\/><\/div><div class=\"col-12 col-md\"><h3>Commencez par une \u00e9valuation de la strat\u00e9gie en mati\u00e8re de donn\u00e9es et d&#8217;IA  <\/h3><div class=\"calian-alternating-text-and-images__text mb-3\">La plupart des organisations savent qu&#8217;elles veulent tirer parti de l&#8217;IA mais n&#8217;ont pas une compr\u00e9hension claire de leur environnement de donn\u00e9es actuel.  \n<p>L&#8217;\u00e9valuation des donn\u00e9es et de l&#8217;IA de Calian aide les organisations \u00e0 \u00e9valuer :  <\/p>\n<ul>\n  <li>Architecture et gouvernance des donn\u00e9es  <\/li>\n  <li>Pr\u00e9paration \u00e0 l&#8217;IA et posture de s\u00e9curit\u00e9<\/li>\n  <li>Possibilit\u00e9s d&#8217;automatisation des flux de travail<\/li>\n  <li>Risques op\u00e9rationnels et de conformit\u00e9  <\/li>\n<\/ul>\n<p>Il en r\u00e9sulte une feuille de route claire pour l&#8217;adoption s\u00e9curis\u00e9e de l&#8217;IA au niveau de l&#8217;entreprise.  <\/p><\/div><div class=\"calian-alternating-text-and-images__ctas mb-3 d-flex flex-wrap gap-3\"><a href=\"#contact-form\" class=\"btn btn-primary\">Planifiez votre \u00e9valuation<\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"5a522452-93a5-4496-9c25-b93f1fadf28f\" data-component=\"Spacer\"><div class=\"calian-spacer calian-spacer--large wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"192eaf7a-d907-4924-bc0e-385ec2172103\" data-component=\"ResourceDownload\"><div class=\"calian-resource-download wp-block-calian-com-components-calian-resource-download\"><div class=\"container-fluid mw-1440px\"><div class=\"calian-resource-download__container position-relative mx-auto calian-resource-download__container--dark\"><div class=\"calian-resource-download__wrapper position-relative z-2 p-3 pt-5 px-md-6 py-md-5 p-xl-10\"><div class=\"\"><div class=\"calian-resource-download__tile gap-4 gap-md-9 gap-lg-14\"><div class=\"calian-resource-download__image mx-auto position-relative\"><div class=\"position-relative\"><img decoding=\"async\" src=\"https:\/\/sites.calian.com\/app\/uploads\/sites\/10\/2026\/04\/data-ready-for-AI-success.webp\" alt=\"Une femme d'affaires regarde des visualisations de donn&#xE9;es sur une interface num&#xE9;rique, avec le texte : \" l=\"\" cruciale=\"\" d=\"\" pr=\"\" pour=\"\" les=\"\" donn=\"\" afin=\"\" le=\"\" succ=\"\" de=\"\" et=\"\" la=\"\" marque=\"\" calian.=\"\" width=\"711\" height=\"945\" class=\"img-fluid position-relative z-3\" loading=\"lazy\"\/><\/div><\/div><div class=\"calian-resource-download__content d-flex flex-column justify-content-center align-center\"><h2 class=\"mb-0 mb-md-3\"><span class=\"me-1 me-md-2\">L&#8217;importance cruciale d&#8217;\u00eatre pr\u00eat pour les donn\u00e9es afin d&#8217;assurer le succ\u00e8s de l&#8217;IA<\/span><span class=\"calian-resource-download__label d-inline-block align-middle\">Livre blanc<\/span><\/h2><div class=\"calian-resource-download__description\">  Des donn\u00e9es de haute qualit\u00e9 et bien structur\u00e9es sont \u00e0 la base d&#8217;une prise de d\u00e9cision efficace et d&#8217;une r\u00e9ussite op\u00e9rationnelle. Sans elle, m\u00eame les strat\u00e9gies et les technologies les plus avanc\u00e9es peuvent s&#8217;av\u00e9rer insuffisantes. Ce livre blanc explore le r\u00f4le critique de la pr\u00e9paration des donn\u00e9es.<\/div><div class=\"mt-3 mt-md-6\"><a href=\"https:\/\/sites.calian.com\/app\/uploads\/sites\/10\/2026\/04\/Importance-of-being-data-ready-2025-WP-1.pdf\" target=\"_blank\" class=\"calian-resource-download__link btn btn-secondary d-inline-flex align-items-center\" rel=\"noreferrer noopener\"><span><i class=\"icon icon-download\"><\/i><\/span><span class=\"d-none d-md-block ms-2\">T\u00e9l\u00e9chargez le livre blanc<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"5bee46cd-5b4f-46f4-8f7d-897bcf8a79a7\" data-component=\"Spacer\"><div class=\"calian-spacer calian-spacer--extra-small wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"bd4b698d-9730-4d61-9595-4ff7d2736832\" data-component=\"LogoBar\"><div><div class=\"d-flex justify-content-center p-1\"><div class=\"spinner-border text-primary \" role=\"status\" style=\"width:3rem;height:3rem\"><span class=\"visually-hidden\">Chargement&#8230;<\/span><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"e2b89f4c-b644-4805-bb1f-e4ad4ae9cfc1\" data-component=\"Spacer\"><div class=\"calian-spacer wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"65cdb61d-8327-43f6-b716-7a2a63336435\" data-component=\"ContactCTAHubSpot\"><div id=\"contact-form\" class=\"calian-contact-cta overflow-hidden position-relative default wp-block-calian-com-components-calian-contact-cta-hub-spot\"><div class=\"calian-contact-cta__overlay position-absolute z-2\"><\/div><img decoding=\"async\" src=\"https:\/\/calian.stage.tbkdev.com\/dev\/calian.com\/src\/app\/dist\/ContactCTA-PlaceholderOne-ZOUWAB3S.jpg\" alt=\"\" width=\"720\" height=\"814\" class=\"calian-contact-cta__background-image position-absolute z-1\" loading=\"lazy\"\/><div class=\"calian-contact-cta__container mx-auto py-5 py-md-10 position-relative z-3\"><div class=\"d-flex\"><div class=\"calian-contact-cta__form mx-auto px-3 w-100\"><div class=\"hs-form__container\" data-form-container=\"hubspotForm-0-container\"><div class=\"hs-form__container-inner\"><div class=\"d-flex justify-content-center p-1\"><div class=\"spinner-border text-primary \" role=\"status\" style=\"width:3rem;height:3rem\"><span class=\"visually-hidden\">Chargement&#8230;<\/span><\/div><\/div><div class=\"hs-form__target\" id=\"hubspotForm-0\" style=\"max-height:none;opacity:1\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"e2b89f4c-b644-4805-bb1f-e4ad4ae9cfc1\" data-component=\"Spacer\"><div class=\"calian-spacer wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"7117bb26-f1e8-4252-bd6a-3b8167f875e1\" data-component=\"CTABar\"><div class=\"calian-cta-bar theme-light wp-block-calian-com-components-calian-cta-bar\"><div class=\"calian-cta-bar__container container-fluid\"><div class=\"calian-cta-bar__vertical container-fluid position-relative\"><div class=\"row\"><div class=\"calian-cta-bar__vertical--content col-12\"><h2 class=\"calian-cta-bar__vertical--heading\">Rejoignez Calian Digital &#038; Cyber sur LinkedIn<\/h2><div class=\"calian-cta-bar__vertical--description\"><h4>Lib\u00e9rer le potentiel de la technologie<\/h4>\n<p>D\u00e9couvrez les solutions informatiques et cybern\u00e9tiques r\u00e9volutionnaires de Calian sur LinkedIn. Tenez-vous au courant des tendances et rejoignez une communaut\u00e9 qui se consacre \u00e0 l&#8217;am\u00e9lioration de la s\u00e9curit\u00e9 et de l&#8217;innovation num\u00e9riques.<\/div><div class=\"calian-cta-bar__vertical--buttons\"><a href=\"https:\/\/www.linkedin.com\/company\/calianitcs\/\" class=\"btn btn-primary\" target=\"_blank\" rel=\"noreferrer noopener\"><i class=\"icon icon-brand-linkedin\"><\/i>Calian Digital &#038; Cyber sur LinkedIn<\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"e2b89f4c-b644-4805-bb1f-e4ad4ae9cfc1\" data-component=\"Spacer\"><div class=\"calian-spacer wp-block-calian-com-components-calian-spacer\"><\/div><\/div>\n\n<div class=\"tbk-hydrate-component\" data-cid=\"a6c8e4dd-ab0d-4926-aacb-d2e6337db410\" data-component=\"LandingPageFooter\"><div class=\"landing-page-footer wp-block-calian-com-components-calian-landing-page-footer\"><div class=\"landing-page-footer__container container-fluid\"><a class=\"landing-page-footer__logo-link\" href=\"\/\"><img decoding=\"async\" src=\"https:\/\/sites.calian.com\/app\/dist\/logo-colour-WZMAWDEU.svg\" alt=\"\" width=\"180\" height=\"65\" class=\"landing-page-footer__logo-img\" loading=\"lazy\"\/><\/a><ul class=\"nav justify-content-start landing-page-footer__bottom-nav\"><li class=\"nav-item\"><a class=\"nav-link\" href=\"https:\/\/www.calian.com\/digital-cyber\/data-and-ai\/\">Donn\u00e9es et IA Accueil<\/a><\/li><li class=\"nav-item\"><a class=\"nav-link\" href=\"https:\/\/www.calian.com\/digital-cyber\/\">Solutions informatiques et cybern\u00e9tiques<\/a><\/li><\/ul><p class=\"landing-page-footer__copyright\">2026 Calian Group Ltd.  <\/p><ul class=\"landing-page-footer__bottom--social-icons list-unstyled\"><li><a href=\"https:\/\/www.linkedin.com\/company\/calianitcs\/\" target=\"_blank\" aria-label=\"linkedin\" class=\"share-icon-link\"><i class=\"icon icon-linkedin\"><\/i><\/a><\/li><\/ul><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p><a class=\"calian-header__navbar-brand navbar-brand\" href=\"\/\"> <\/a> <\/p>\n<ul class=\"nav justify-content-start calian-header__language-select-nav\">\n<li class=\"nav-item dropdown\"> <a class=\"nav-link dropdown-toggle\" href=\"#\" aria-expanded=\"false\" role=\"button\" data-bs-toggle=\"dropdown\" data-bs-auto-close=\"true\"> FR <\/a>\n<ul class=\"dropdown-menu\">\n<li> <a class=\"dropdown-item\" href=\"#\" target=\"_self\"> FR <\/a> <\/li>\n<li> <a class=\"dropdown-item\" href=\"#\" target=\"_self\"> FR <\/a> <\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul class=\"nav justify-content-start calian-header__main-nav\">\n<li class=\"nav-item\"> <a class=\"nav-link\" href=\"https:\/\/www.calian.com\/digital-cyber\/\"> Solutions informatiques et cybern\u00e9tiques <\/a> <\/li>\n<\/ul>\n<p> <a &hellip;\n<\/p>\n","protected":false},"author":7592,"featured_media":16406,"parent":0,"menu_order":20,"comment_status":"closed","ping_status":"closed","template":"page-landing-page.php","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"solution":[103,104],"industry":[],"type_classification":[],"class_list":["post-16790","page","type-page","status-publish","has-post-thumbnail","hentry","solution-cybersecurite","solution-informatique-dentreprise"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Donn\u00e9es et IA - Digital &amp; Cyber | Calian<\/title>\n<meta name=\"description\" content=\"Les solutions de Calian, pr\u00eates pour les donn\u00e9es et ax\u00e9es sur l&#039;IA, aident les entreprises \u00e0 exploiter la puissance des donn\u00e9es. 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