{"id":8090,"date":"2026-08-11T02:11:05","date_gmt":"2026-08-11T02:11:05","guid":{"rendered":"https:\/\/guenix.digital\/?p=8090"},"modified":"2026-08-11T07:30:41","modified_gmt":"2026-08-11T07:30:41","slug":"cas-pratique-ia-vie-privee-et-cybersecurite-sortir-des-silos-de-risques","status":"publish","type":"post","link":"https:\/\/guenix.digital\/fr\/cas-pratique-ia-vie-privee-et-cybersecurite-sortir-des-silos-de-risques\/","title":{"rendered":"Cas pratique &#8211; IA, vie priv\u00e9e et cybers\u00e9curit\u00e9 : sortir des silos de risques"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8090\" class=\"elementor elementor-8090\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6785aa7 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"6785aa7\" data-element_type=\"container\" data-e-type=\"container\" 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tabindex=\"-1\">Services<span class=\"sub-arrow\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-caret-down\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M31.3 192h257.3c17.8 0 26.7 21.5 14.1 34.1L174.1 354.8c-7.8 7.8-20.5 7.8-28.3 0L17.2 226.1C4.6 213.5 13.5 192 31.3 192z\"><\/path><\/svg><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8087\"><a href=\"https:\/\/guenix.digital\/fr\/ai-governance\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Adoptez l&#8217;IA en toute confiance<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-8086\"><a href=\"https:\/\/guenix.digital\/fr\/ia-pour-le-marketing-et-lacquisition\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">IA pour le marketing et l&#8217;acquisition<\/a><\/li>\n<\/ul>\n<\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-7401\"><a aria-expanded=\"false\" href=\"https:\/\/guenix.digital\/fr\/ressources\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Ressources<span class=\"sub-arrow\"><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-caret-down\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M31.3 192h257.3c17.8 0 26.7 21.5 14.1 34.1L174.1 354.8c-7.8 7.8-20.5 7.8-28.3 0L17.2 226.1C4.6 213.5 13.5 192 31.3 192z\"><\/path><\/svg><\/span><\/a>\n<ul class=\"sub-menu elementor-nav-menu--dropdown\">\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7767\"><a href=\"https:\/\/guenix.digital\/fr\/analyses\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Analyses<\/a><\/li>\n\t<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-7384\"><a href=\"https:\/\/guenix.digital\/fr\/diagnostic-ai\/\" class=\"elementor-sub-item menu-link\" tabindex=\"-1\">Diagnostic IA<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3af2d5 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"e3af2d5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c587274 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"c587274\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8f0ab53 elementor-widget elementor-widget-heading\" data-id=\"8f0ab53\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Nexora<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cc9d81 elementor-widget elementor-widget-heading\" data-id=\"3cc9d81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">quand l\u2019IA r\u00e9v\u00e8le les limites d\u2019une gouvernance fragment\u00e9e\u200b<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8da402b e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"8da402b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b12d033 elementor-widget elementor-widget-text-editor\" data-id=\"b12d033\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><em>Le nom de l&#8217;entreprise et certains d\u00e9tails ont \u00e9t\u00e9 modifi\u00e9s pour pr\u00e9server la confidentialit\u00e9 du client.<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a5febe8 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"a5febe8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef78330 elementor-widget elementor-widget-text-editor\" data-id=\"ef78330\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h4 class=\"isSelectedEnd\"><strong>R\u00e9sum\u00e9 ex\u00e9cutif : <\/strong><\/h4><p class=\"isSelectedEnd\">Avant d&#8217;int\u00e9grer l&#8217;intelligence artificielle \u00e0 sa plateforme de suivi des op\u00e9rations, Nexora disposait de dispositifs de gestion des risques solides, mais cloisonn\u00e9s. L&#8217;absence de vision consolid\u00e9e rendait impossible toute d\u00e9cision coordonn\u00e9e face \u00e0 des risques multidimensionnels. En instaurant une gouvernance pluridisciplinaire, un registre commun des risques et des contr\u00f4les int\u00e9gr\u00e9s d\u00e8s la conception, Nexora a d\u00e9ploy\u00e9 son syst\u00e8me d&#8217;IA sans aucune violation de conformit\u00e9, tout en r\u00e9duisant de 40 % le temps de prise de d\u00e9cision et de 35 % l&#8217;exposition aux donn\u00e9es.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d6dd715 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"d6dd715\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8aa1f26 elementor-widget elementor-widget-heading\" data-id=\"8aa1f26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Introduction <\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-59cdde8 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"59cdde8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-473d9c1 e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"473d9c1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2e6cc1f e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"2e6cc1f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f32fe6c elementor-widget elementor-widget-text-editor\" data-id=\"f32fe6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"text-md leading-[24px] font-regular pt-[9px] pb-0.5\">Nexora est une entreprise technologique europ\u00e9enne de taille interm\u00e9diaire. Elle propose \u00e0 ses clients une plateforme de suivi des op\u00e9rations capable de d\u00e9tecter des anomalies, de signaler des incidents et d&#8217;aider les \u00e9quipes \u00e0 anticiper les interruptions de service.<\/p><p class=\"text-md leading-[24px] font-regular pt-[9px] pb-0.5\">L&#8217;entreprise ne partait pas de z\u00e9ro. Elle disposait d\u00e9j\u00e0 d&#8217;une \u00e9quipe de gestion des risques, d&#8217;un responsable de la s\u00e9curit\u00e9 des syst\u00e8mes d&#8217;information (RSSI), d&#8217;un d\u00e9l\u00e9gu\u00e9 \u00e0 la protection des donn\u00e9es (DPD) et de plusieurs outils de surveillance. Les incidents op\u00e9rationnels \u00e9taient suivis, les acc\u00e8s aux syst\u00e8mes contr\u00f4l\u00e9s, et les traitements de donn\u00e9es personnelles document\u00e9s.<\/p><p class=\"text-md leading-[24px] font-regular pt-[9px] pb-0.5\">Pris s\u00e9par\u00e9ment, chacun de ces dispositifs paraissait satisfaisant. Mais c&#8217;est pr\u00e9cis\u00e9ment cette apparence de solidit\u00e9 qui a longtemps masqu\u00e9 une vuln\u00e9rabilit\u00e9 structurelle : ces dispositifs fonctionnaient en silos.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c5b03fa e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"c5b03fa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da5aaea elementor-widget elementor-widget-image\" data-id=\"da5aaea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/pexels-photo-37267437-37267437-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-8094\" alt=\"Tall office building with reflective glass, modern architecture under a cloudy sky.\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f4b1fc1 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"f4b1fc1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f050162 elementor-widget elementor-widget-heading\" data-id=\"f050162\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Le probl\u00e8me<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-072d48a e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"072d48a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f93a26 elementor-widget elementor-widget-text-editor\" data-id=\"1f93a26\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h3>Une fragmentation discr\u00e8te mais profonde<\/h3><p>Chaque fonction de Nexora poss\u00e9dait ses propres indicateurs, son vocabulaire et ses proc\u00e9dures d\u2019escalade. Les \u00e9quipes op\u00e9rationnelles suivaient la continuit\u00e9 de service. La cybers\u00e9curit\u00e9 traitait les vuln\u00e9rabilit\u00e9s et les incidents techniques. Le DPD intervenait sur les traitements de donn\u00e9es personnelles. L\u2019\u00e9quipe data mesurait la performance des mod\u00e8les.<\/p><p>Aucun de ces dispositifs ne communiquait avec les autres. Aucun ne fournissait une vision consolid\u00e9e des risques \u00e0 l\u2019\u00e9chelle de l\u2019entreprise. Cette fragmentation restait relativement discr\u00e8te, jusqu\u2019au jour o\u00f9 Nexora d\u00e9cida d\u2019int\u00e9grer l\u2019intelligence artificielle \u00e0 sa plateforme.<\/p><h3>Un projet qui r\u00e9v\u00e8le les failles de l\u2019organisation<\/h3><p>Le nouveau syst\u00e8me devait analyser en temps r\u00e9el de grands volumes de donn\u00e9es afin de d\u00e9tecter des sch\u00e9mas inhabituels et d\u2019anticiper certains incidents op\u00e9rationnels. Le projet paraissait d\u2019abord essentiellement technique. Mais plusieurs questions apparurent rapidement.<\/p><p>Certaines donn\u00e9es utilis\u00e9es pour entra\u00eener le mod\u00e8le contenaient des informations relatives aux utilisateurs, aux salari\u00e9s ou aux clients. Les journaux techniques pouvaient r\u00e9v\u00e9ler des comportements individuels. Le syst\u00e8me devait \u00e9galement acc\u00e9der \u00e0 plusieurs applications internes, augmentant ainsi la surface d\u2019attaque.<\/p><p>Chacune de ces questions \u00e9tait connue d\u2019une \u00e9quipe. Aucune n\u2019\u00e9tait examin\u00e9e dans son ensemble.<\/p><h3>Un m\u00eame \u00e9v\u00e9nement, quatre lectures diff\u00e9rentes mais non coordonn\u00e9es<\/h3><p>Lors d\u2019un test, le syst\u00e8me signala comme anormale l\u2019activit\u00e9 de plusieurs utilisateurs. L\u2019\u00e9quipe op\u00e9rationnelle y vit une alerte potentiellement utile. L\u2019\u00e9quipe data chercha \u00e0 savoir si le mod\u00e8le \u00e9tait suffisamment pr\u00e9cis. La cybers\u00e9curit\u00e9 envisagea l\u2019hypoth\u00e8se d\u2019un compte compromis. Le DPD s\u2019interrogea sur la justification de l\u2019analyse comportementale.<\/p><p>Ces lectures n\u2019\u00e9taient pas contradictoires. Elles d\u00e9crivaient diff\u00e9rentes dimensions du m\u00eame \u00e9v\u00e9nement : un risque op\u00e9rationnel, un risque li\u00e9 au mod\u00e8le, un risque de cybers\u00e9curit\u00e9 et un risque pour la vie priv\u00e9e. Trait\u00e9es dans quatre circuits s\u00e9par\u00e9s, elles pouvaient conduire \u00e0 des d\u00e9cisions incoh\u00e9rentes, voire cr\u00e9er des angles morts importants.<\/p><p>Le principal risque n\u2019\u00e9tait donc pas l\u2019absence d\u2019expertise. Il r\u00e9sidait dans l\u2019absence d\u2019un m\u00e9canisme permettant de relier les expertises entre elles.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-427d0b9 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"427d0b9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-880f5d4 elementor-widget elementor-widget-heading\" data-id=\"880f5d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">La solution <\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4738be3 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"4738be3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e5fde9b elementor-widget elementor-widget-text-editor\" data-id=\"e5fde9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"isSelectedEnd\">Nexora a compris que l&#8217;int\u00e9gration de l&#8217;IA \u00e0 ses op\u00e9rations ne pouvait pas \u00eatre gouvern\u00e9e comme un projet isol\u00e9. L&#8217;entreprise a mis en place une approche structur\u00e9e en quatre d\u00e9cisions cl\u00e9s.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-74792d6 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"74792d6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cff0883 elementor-widget elementor-widget-heading\" data-id=\"cff0883\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\"> R\u00e9unir les responsabilit\u00e9s autour d'un risque commun<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e87b339 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"e87b339\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c1d7b9 elementor-widget elementor-widget-text-editor\" data-id=\"9c1d7b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"47:1-47:372;4348-4719\">Nexora a constitu\u00e9 une \u00e9quipe pluridisciplinaire r\u00e9unissant les m\u00e9tiers, la data, la cybers\u00e9curit\u00e9, le juridique, la protection des donn\u00e9es et la gestion des risques. Loin de diluer les responsabilit\u00e9s, cette structure les a formalis\u00e9es : chaque risque a re\u00e7u un propri\u00e9taire, chaque contr\u00f4le un responsable, chaque d\u00e9cision importante une autorit\u00e9 clairement identifi\u00e9e.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"49:1-49:428;4721-5148\">L&#8217;\u00e9quipe a \u00e9tabli une cartographie commune (finalit\u00e9 du syst\u00e8me, donn\u00e9es utilis\u00e9es, d\u00e9pendances techniques, personnes susceptibles d&#8217;\u00eatre affect\u00e9es, risques pr\u00e9visibles) alimentant un registre partag\u00e9. D\u00e9sormais, les \u00e9quipes ne cherchaient plus seulement \u00e0 savoir si leur propre contr\u00f4le \u00e9tait satisfaisant. Elles devaient d\u00e9terminer si le risque global \u00e9tait suffisamment ma\u00eetris\u00e9 pour autoriser le passage \u00e0 l&#8217;\u00e9tape suivante.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc43a55 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"fc43a55\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1c4fb47 elementor-widget elementor-widget-heading\" data-id=\"1c4fb47\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\"> Int\u00e9grer la protection des donn\u00e9es d\u00e8s la conception<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e728632 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"e728632\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d3f8f17 elementor-widget elementor-widget-text-editor\" data-id=\"d3f8f17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"53:1-53:338;5211-5548\">Nexora a examin\u00e9 les donn\u00e9es r\u00e9ellement n\u00e9cessaires au fonctionnement du syst\u00e8me. Certaines variables ont \u00e9t\u00e9 supprim\u00e9es, d&#8217;autres agr\u00e9g\u00e9es ou pseudonymis\u00e9es. Les dur\u00e9es de conservation ont \u00e9t\u00e9 d\u00e9finies selon les besoins r\u00e9els, les acc\u00e8s limit\u00e9s aux personnes habilit\u00e9es, et les donn\u00e9es de test s\u00e9par\u00e9es de l&#8217;environnement de production.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"55:1-55:405;5550-5954\">Cette d\u00e9marche s&#8217;inscrit dans le principe de minimisation du RGPD, et dans les recommandations de la CNIL : d\u00e9finir pr\u00e9cis\u00e9ment l&#8217;objectif du syst\u00e8me, les r\u00e9sultats attendus et les donn\u00e9es strictement n\u00e9cessaires avant tout d\u00e9veloppement. Une analyse d&#8217;impact relative \u00e0 la protection des donn\u00e9es a \u00e9t\u00e9 men\u00e9e non pas comme un document produit en fin de projet, mais comme un outil d&#8217;aide \u00e0 la conception.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-31fe4ec e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"31fe4ec\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9cc846d elementor-widget elementor-widget-heading\" data-id=\"9cc846d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">3. Concevoir la cybers\u00e9curit\u00e9 avec le syst\u00e8me, pas autour<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-20ba74a e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"20ba74a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c88fa6f elementor-widget elementor-widget-text-editor\" data-id=\"c88fa6f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"59:1-59:525;6019-6543\">La cybers\u00e9curit\u00e9 n&#8217;a pas \u00e9t\u00e9 ajout\u00e9e en fin de parcours. L&#8217;\u00e9quipe a analys\u00e9 les risques propres \u00e0 l&#8217;ensemble du cycle de vie (alt\u00e9ration des donn\u00e9es d&#8217;entra\u00eenement, manipulation des entr\u00e9es, acc\u00e8s excessifs, compromission de composants tiers) et int\u00e9gr\u00e9 des mesures d\u00e8s la conception : contr\u00f4le des acc\u00e8s selon le principe du moindre privil\u00e8ge, s\u00e9paration des environnements, tra\u00e7abilit\u00e9 des versions du mod\u00e8le, surveillance des comportements inhabituels, et proc\u00e9dures communes de qualification et d&#8217;escalade des incidents.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"61:1-61:149;6545-6693\">Cette approche s&#8217;aligne sur le NIST Cybersecurity Framework 2.0, qui rattache la cybers\u00e9curit\u00e9 \u00e0 la gouvernance globale des risques de l&#8217;entreprise.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-597a328 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"597a328\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-17fce4f elementor-widget elementor-widget-heading\" data-id=\"17fce4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Former, tester et surveiller dans la dur\u00e9e<\/h4>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-74c2917 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"74c2917\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5e7f491 elementor-widget elementor-widget-text-editor\" data-id=\"5e7f491\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"65:1-65:342;6746-7087\">Nexora a mis en place une formation adapt\u00e9e aux diff\u00e9rents r\u00f4les : les d\u00e9veloppeurs ont \u00e9t\u00e9 form\u00e9s aux exigences de s\u00e9curit\u00e9 et de protection des donn\u00e9es d\u00e8s la conception ; les utilisateurs op\u00e9rationnels \u00e0 l&#8217;interpr\u00e9tation des r\u00e9sultats et au signalement des anomalies ; les d\u00e9cideurs aux limites du syst\u00e8me et aux conditions de suspension.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"67:1-67:288;7089-7376\">Avant le d\u00e9ploiement, un pilote limit\u00e9 a permis de tester non seulement la performance du mod\u00e8le, mais aussi les flux d&#8217;information entre \u00e9quipes : une alerte pouvait-elle \u00eatre transmise rapidement aux fonctions comp\u00e9tentes ? L&#8217;organisation savait-elle qui pouvait suspendre le syst\u00e8me ?<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"69:1-69:217;7378-7594\">Apr\u00e8s le d\u00e9ploiement, le suivi a r\u00e9uni des indicateurs techniques et organisationnels : performance du mod\u00e8le, faux positifs, incidents de s\u00e9curit\u00e9, plaintes, usages inattendus et efficacit\u00e9 des mesures correctrices.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b6ded0d e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"b6ded0d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f4333d elementor-widget elementor-widget-heading\" data-id=\"0f4333d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">R\u00e9sultats<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e962162 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"e962162\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4ac8d8d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"4ac8d8d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66b941e elementor-widget elementor-widget-image\" data-id=\"66b941e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Resultats-150x150.webp\" class=\"attachment-thumbnail size-thumbnail wp-image-8095\" alt=\"Re\u0301sultats\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c05323d e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"c05323d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ea4ae2e e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\" data-id=\"ea4ae2e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-795bc1b elementor-widget elementor-widget-text-editor\" data-id=\"795bc1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"73:1-73:88;7610-7697\">La refonte de la gouvernance de Nexora a produit des r\u00e9sultats mesurables et durables :<\/p><ul class=\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3 print:block print:space-y-1\" dir=\"ltr\" data-sourcepos=\"75:1-80:203;7699-8504\"><li class=\"font-claude-response-body whitespace-normal break-words pl-2\" data-sourcepos=\"75:1-75:122;7699-7820\">r\u00e9duction de 40 % du temps de prise de d\u00e9cision, gr\u00e2ce \u00e0 l&#8217;\u00e9limination des validations conflictuelles entre fonctions ;<\/li><li class=\"font-claude-response-body whitespace-normal break-words pl-2\" data-sourcepos=\"76:1-76:124;7821-7944\">r\u00e9duction de 35 % de l&#8217;exposition aux donn\u00e9es, gr\u00e2ce \u00e0 la minimisation et aux principes de protection d\u00e8s la conception ;<\/li><li class=\"font-claude-response-body whitespace-normal break-words pl-2\" data-sourcepos=\"77:1-77:158;7945-8102\">tra\u00e7abilit\u00e9 compl\u00e8te des d\u00e9cisions de conception, des contr\u00f4les et des arbitrages de risques, avec propri\u00e9t\u00e9 et responsabilit\u00e9 document\u00e9es \u00e0 chaque phase ;<\/li><li class=\"font-claude-response-body whitespace-normal break-words pl-2\" data-sourcepos=\"78:1-78:71;8103-8173\">aucune violation de conformit\u00e9 lors du d\u00e9ploiement du syst\u00e8me d&#8217;IA ;<\/li><li class=\"font-claude-response-body whitespace-normal break-words pl-2\" data-sourcepos=\"79:1-79:128;8174-8301\">une vision consolid\u00e9e des risques op\u00e9rationnels, cybers\u00e9curit\u00e9, vie priv\u00e9e et techniques dans un registre unique et partag\u00e9 ;<\/li><li class=\"font-claude-response-body whitespace-normal break-words pl-2\" data-sourcepos=\"80:1-80:203;8302-8504\">une transition r\u00e9ussie d&#8217;une gestion cloisonn\u00e9e des incidents vers une r\u00e9ponse coordonn\u00e9e, permettant des \u00e9valuations simultan\u00e9es sur les dimensions techniques, s\u00e9curit\u00e9, vie priv\u00e9e et op\u00e9rationnelle.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a228ba e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"2a228ba\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a488e35 elementor-widget elementor-widget-heading\" data-id=\"a488e35\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-57fb052 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"57fb052\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5508753 elementor-widget elementor-widget-text-editor\" data-id=\"5508753\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"84:1-84:226;8521-8746\">L&#8217;exp\u00e9rience de Nexora illustre une r\u00e9alit\u00e9 que de nombreuses organisations d\u00e9couvrent au moment d&#8217;int\u00e9grer l&#8217;IA \u00e0 leurs op\u00e9rations : disposer de contr\u00f4les solides ne suffit pas si ces contr\u00f4les ne communiquent pas entre eux.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"86:1-86:418;8748-9165\">Le r\u00e9sultat le plus important n&#8217;est pas la cr\u00e9ation d&#8217;un comit\u00e9 suppl\u00e9mentaire. C&#8217;est l&#8217;\u00e9tablissement d&#8217;un processus commun de d\u00e9cision : un vocabulaire partag\u00e9, un registre unifi\u00e9, des points de validation \u00e0 chaque \u00e9tape du cycle de vie, et une tra\u00e7abilit\u00e9 des arbitrages. Cette organisation ne supprime pas tous les risques. Elle permet de les voir, de les mettre en relation et de d\u00e9cider en connaissance de cause.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"88:1-88:427;9167-9593\">\u00c0 mesure que les syst\u00e8mes d&#8217;IA de Nexora gagnent en maturit\u00e9, cette infrastructure de gouvernance constitue un socle sur lequel l&#8217;entreprise peut s&#8217;appuyer pour \u00e9tendre ses capacit\u00e9s tout en maintenant la ma\u00eetrise de ses risques. La question d\u00e9terminante n&#8217;est plus seulement \u00ab Avons-nous mis en place des contr\u00f4les ? \u00bb, elle est \u00ab Ces contr\u00f4les nous donnent-ils une vision commune du risque et la capacit\u00e9 d&#8217;agir ensemble ? \u00bb<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e6044c8 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"e6044c8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-870378c elementor-widget elementor-widget-wpr-post-navigation\" data-id=\"870378c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"wpr-post-navigation.default\">\n\t\t\t\t\t<div class=\"wpr-post-navigation-wrap elementor-clearfix wpr-post-nav-static-wrap wpr-post-nav-dividers\"><div class=\"wpr-post-nav-prev wpr-post-navigation wpr-post-nav-static\"><a href=\"https:\/\/guenix.digital\/fr\/utilisez-vous-lia-sans-le-savoir-comment-lidentifier\/\" class=\"elementor-clearfix\"><div class=\"wpr-posts-navigation-svg-wrapper\"><svg version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 303.3 512\" style=\"enable-background:new 0 0 303.3 512;\" xml:space=\"preserve\"><g><polygon class=\"st0\" points=\"94.7,256 303.3,464.6 256,512 47.3,303.4 0,256 47.3,208.6 256,0 303.3,47.4 \"\/><\/g><\/svg><\/div><div class=\"wpr-post-nav-labels\"><span>Article pr\u00e9c\u00e9dent<\/span><h5>Utilisez-vous l&#8217;IA sans le savoir ? Comment l&#8217;identifier<\/h5><\/div><\/a><\/div><div class=\"wpr-post-nav-divider\"><\/div><div class=\"wpr-post-nav-next wpr-post-navigation wpr-post-nav-static\"><a href=\"https:\/\/guenix.digital\/fr\/decision-automatisee-la-lecon-rgpd-a-825-millions-deuros\/\" class=\"elementor-clearfix\"><div class=\"wpr-post-nav-labels\"><span>Article suivant<\/span><h5>D\u00e9cision automatis\u00e9e : la le\u00e7on RGPD \u00e0 825 millions d&#8217;euros<\/h5><\/div><div class=\"wpr-posts-navigation-svg-wrapper\"><svg style=\"transform: rotate(180deg); -webkit-transform: rotate(180deg);\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" x=\"0px\" y=\"0px\" viewBox=\"0 0 303.3 512\" style=\"enable-background:new 0 0 303.3 512;\" xml:space=\"preserve\"><g><polygon class=\"st0\" points=\"94.7,256 303.3,464.6 256,512 47.3,303.4 0,256 47.3,208.6 256,0 303.3,47.4 \"\/><\/g><\/svg><\/div><\/a><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e37fbc5 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"e37fbc5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-629b5b5 elementor-widget elementor-widget-spacer\" data-id=\"629b5b5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a35bc9e e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"a35bc9e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19662db elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"19662db\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tVous utilisez l\u2019IA dans votre organisation ?\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tIdentifions ensemble les risques, les responsabilit\u00e9s et les contr\u00f4les n\u00e9cessaires pour s\u00e9curiser vos projets.\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-\" href=\"https:\/\/calendly.com\/guenixdigital\/30min\">\n\t\t\t\t\t\t\u00c9CHANGER SUR VOTRE PROJET\t\t\t\t\t<\/a>\n\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\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-de80412 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"de80412\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4cca0a0 elementor-widget elementor-widget-spacer\" data-id=\"4cca0a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6450f5d e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"6450f5d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9fd3052 elementor-widget elementor-widget-heading\" data-id=\"9fd3052\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Foire aux questions (FAQ)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-139894f uael-faq-box-layout-yes align-at-left elementor-widget elementor-widget-uael-faq\" data-id=\"139894f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"uael-faq.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t<div id='uael-faq-wrapper-205' class=\"uael-faq-wrapper\">\n\t\t\t\t<div class=\"uael-faq-container uael-faq-layout-accordion\" data-layout=\"accordion\" >\n\t\t\t\t\t\t\t\t\t\t\t\t<div id=\"uael-accordion-b9f72bc\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-angle-up\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-b9f72bc uael-question-span\" tabindex=\"0\" id=\"uael-faq-1-6aafc20b42315\">Pourquoi cr\u00e9er une \u00e9quipe pluridisciplinaire pour un projet d'IA ?<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>Parce qu'un syst\u00e8me d'IA peut cr\u00e9er simultan\u00e9ment des risques op\u00e9rationnels, techniques, juridiques, cyber et humains. Une \u00e9quipe pluridisciplinaire permet de confronter ces dimensions avant qu'une d\u00e9cision soit prise. Son efficacit\u00e9 suppose n\u00e9anmoins des responsabilit\u00e9s et un pouvoir de d\u00e9cision clairement d\u00e9finis.<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\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\t\t\t\t\t\t\t\t<div id=\"uael-accordion-744bca5\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-angle-up\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-744bca5 uael-question-span\" tabindex=\"0\" id=\"uael-faq-2-6aafc20b43b3c\">La formation des salari\u00e9s suffit-elle \u00e0 assurer la conformit\u00e9 ?<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>Non. La formation aide les collaborateurs \u00e0 comprendre les r\u00e8gles et \u00e0 d\u00e9tecter les situations \u00e0 risque, mais elle doit compl\u00e9ter des mesures concr\u00e8tes : limitation des acc\u00e8s, minimisation des donn\u00e9es, documentation, analyses de risques, contr\u00f4les techniques et proc\u00e9dures d'incident.<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\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\t\t\t\t\t\t\t\t<div id=\"uael-accordion-d709f4e\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-angle-up\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-d709f4e uael-question-span\" tabindex=\"0\" id=\"uael-faq-3-6aafc20b43b93\">Que signifie la minimisation des donn\u00e9es dans un projet d'IA ?<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>Elle consiste \u00e0 s\u00e9lectionner les donn\u00e9es ad\u00e9quates, pertinentes et r\u00e9ellement n\u00e9cessaires \u00e0 la finalit\u00e9 du syst\u00e8me. Elle n'interdit pas automatiquement l'utilisation de volumes importants, mais oblige l'organisation \u00e0 justifier les cat\u00e9gories, les sources, la profondeur historique et le niveau de pr\u00e9cision retenus.<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\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\t\t\t\t\t\t\t\t<div id=\"uael-accordion-b45b909\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-angle-up\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-b45b909 uael-question-span\" tabindex=\"0\" id=\"uael-faq-4-6aafc20b43be2\">Pourquoi la cybers\u00e9curit\u00e9 doit-elle \u00eatre int\u00e9gr\u00e9e d\u00e8s la conception ?<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>Parce que certaines d\u00e9cisions d'architecture, d'acc\u00e8s, de journalisation ou de s\u00e9lection des fournisseurs sont difficiles et co\u00fbteuses \u00e0 corriger apr\u00e8s le d\u00e9ploiement. Int\u00e9grer la s\u00e9curit\u00e9 d\u00e8s la conception permet de r\u00e9duire l'exposition au risque pendant tout le cycle de vie du syst\u00e8me.<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\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\t\t\t\t\t\t\t\t<div id=\"uael-accordion-f1315bb\" class=\"uael-faq-accordion\" role=\"tablist\">\n\t\t\t\t\t\t\t\t<div class= \"uael-accordion-title\" aria-expanded=\"false\" role=\"tab\">\n\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon uael-accordion-icon-left\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"uael-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-angle-up\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"uael-question-f1315bb uael-question-span\" tabindex=\"0\" id=\"uael-faq-5-6aafc20b43c2d\">Comment \u00e9viter que la gouvernance de l'IA devienne un nouveau silo ?<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"uael-accordion-content\" role=\"tabpanel\">\n\t\t\t\t\t\t\t\t\t<span>\n\t\t\t\t\t\t\t\t\t<span><p>La gouvernance de l'IA doit \u00eatre reli\u00e9e aux m\u00e9canismes existants : gestion des risques d'entreprise, protection des donn\u00e9es, cybers\u00e9curit\u00e9, conformit\u00e9, achats, gestion des incidents et continuit\u00e9 d'activit\u00e9. Un registre commun, des crit\u00e8res partag\u00e9s et des proc\u00e9dures d'escalade coordonn\u00e9es permettent d'\u00e9viter la cr\u00e9ation d'une structure parall\u00e8le.<\/p><\/span>\t\t\t\t\t\t\t\t\t<\/span>\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\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Nexora quand l\u2019IA r\u00e9v\u00e8le les limites d\u2019une gouvernance fragment\u00e9e\u200b Le nom de l&#8217;entreprise et certains d\u00e9tails ont \u00e9t\u00e9 modifi\u00e9s pour pr\u00e9server la confidentialit\u00e9 du client. R\u00e9sum\u00e9 ex\u00e9cutif : Avant d&#8217;int\u00e9grer l&#8217;intelligence artificielle \u00e0 sa plateforme de suivi des op\u00e9rations, Nexora disposait de dispositifs de gestion des risques solides, mais cloisonn\u00e9s. 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class=\\\"isSelectedEnd\\\"><strong>R\\u00e9sum\\u00e9 ex\\u00e9cutif : <\\\/strong><\\\/h4><p class=\\\"isSelectedEnd\\\">Avant d'int\\u00e9grer l'intelligence artificielle \\u00e0 sa plateforme de suivi des op\\u00e9rations, Nexora disposait de dispositifs de gestion des risques solides, mais cloisonn\\u00e9s. L'absence de vision consolid\\u00e9e rendait impossible toute d\\u00e9cision coordonn\\u00e9e face \\u00e0 des risques multidimensionnels. 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class=\\\"text-md leading-[24px] font-regular pt-[9px] pb-0.5\\\">Nexora est une entreprise technologique europ\\u00e9enne de taille interm\\u00e9diaire. Elle propose \\u00e0 ses clients une plateforme de suivi des op\\u00e9rations capable de d\\u00e9tecter des anomalies, de signaler des incidents et d'aider les \\u00e9quipes \\u00e0 anticiper les interruptions de service.<\\\/p><p class=\\\"text-md leading-[24px] font-regular pt-[9px] pb-0.5\\\">L'entreprise ne partait pas de z\\u00e9ro. Elle disposait d\\u00e9j\\u00e0 d'une \\u00e9quipe de gestion des risques, d'un responsable de la s\\u00e9curit\\u00e9 des syst\\u00e8mes d'information (RSSI), d'un d\\u00e9l\\u00e9gu\\u00e9 \\u00e0 la protection des donn\\u00e9es (DPD) et de plusieurs outils de surveillance. Les incidents op\\u00e9rationnels \\u00e9taient suivis, les acc\\u00e8s aux syst\\u00e8mes contr\\u00f4l\\u00e9s, et les traitements de donn\\u00e9es personnelles document\\u00e9s.<\\\/p><p class=\\\"text-md leading-[24px] font-regular pt-[9px] pb-0.5\\\">Pris s\\u00e9par\\u00e9ment, chacun de ces dispositifs paraissait satisfaisant. Mais c'est pr\\u00e9cis\\u00e9ment cette apparence de solidit\\u00e9 qui a longtemps masqu\\u00e9 une vuln\\u00e9rabilit\\u00e9 structurelle : ces dispositifs fonctionnaient en silos.<\\\/p>\",\"typography_typography\":\"custom\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"2554990\"}],\"__globals__\":{\"text_color\":\"globals\\\/colors?id=accent\"}},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":true}],\"isInner\":true},{\"id\":\"c5b03fa\",\"elType\":\"container\",\"settings\":{\"_column_size\":50,\"width\":{\"size\":50,\"unit\":\"%\"},\"margin_mobile\":{\"unit\":\"px\",\"top\":\"0\",\"right\":\"0\",\"bottom\":\"0\",\"left\":\"0\",\"isLinked\":false},\"content_width\":\"full\",\"padding\":{\"unit\":\"px\",\"top\":\"0\",\"right\":\"0\",\"bottom\":\"0\",\"left\":\"0\",\"isLinked\":true},\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"e322dfc\"}],\"bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"},\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30,\"sizes\":[]},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40,\"sizes\":[]},\"_id\":\"d574edd\",\"repeater_bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"}},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60,\"sizes\":[]},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20,\"sizes\":[]},\"_id\":\"ed130c3\",\"repeater_bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"}}],\"background_background\":\"classic\",\"_flex_align_self\":\"center\"},\"elements\":[{\"id\":\"da5aaea\",\"elType\":\"widget\",\"settings\":{\"image\":{\"id\":8094,\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/pexels-photo-37267437-37267437.jpg\",\"alt\":\"Tall office building with reflective glass, modern architecture under a cloudy sky.\",\"source\":\"library\",\"size\":\"\"},\"width\":{\"unit\":\"%\",\"size\":\"100\"},\"space\":{\"unit\":\"%\",\"size\":\"100\"},\"width_tablet\":{\"unit\":\"%\",\"size\":100,\"sizes\":[]},\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"dc65c93\"}],\"image_size\":\"thumbnail\"},\"elements\":[],\"widgetType\":\"image\"}],\"isInner\":true}],\"isInner\":false},{\"id\":\"f4b1fc1\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"94c0617\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"c9467fb\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7216409\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=22070044\"}},\"elements\":[{\"id\":\"f050162\",\"elType\":\"widget\",\"settings\":{\"title\":\"Le probl\\u00e8me\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"32f308f\"}],\"__globals__\":{\"title_color\":\"globals\\\/colors?id=53a0e3b4\"}},\"elements\":[],\"widgetType\":\"heading\"}],\"isInner\":false},{\"id\":\"072d48a\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"e5c3e64\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"82fa6ba\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7bc4658\"}]},\"elements\":[{\"id\":\"1f93a26\",\"elType\":\"widget\",\"settings\":{\"editor\":\"<h3>Une fragmentation discr\\u00e8te mais profonde<\\\/h3><p>Chaque fonction de Nexora poss\\u00e9dait ses propres indicateurs, son vocabulaire et ses proc\\u00e9dures d\\u2019escalade. Les \\u00e9quipes op\\u00e9rationnelles suivaient la continuit\\u00e9 de service. La cybers\\u00e9curit\\u00e9 traitait les vuln\\u00e9rabilit\\u00e9s et les incidents techniques. Le DPD intervenait sur les traitements de donn\\u00e9es personnelles. L\\u2019\\u00e9quipe data mesurait la performance des mod\\u00e8les.<\\\/p><p>Aucun de ces dispositifs ne communiquait avec les autres. Aucun ne fournissait une vision consolid\\u00e9e des risques \\u00e0 l\\u2019\\u00e9chelle de l\\u2019entreprise. Cette fragmentation restait relativement discr\\u00e8te, jusqu\\u2019au jour o\\u00f9 Nexora d\\u00e9cida d\\u2019int\\u00e9grer l\\u2019intelligence artificielle \\u00e0 sa plateforme.<\\\/p><h3>Un projet qui r\\u00e9v\\u00e8le les failles de l\\u2019organisation<\\\/h3><p>Le nouveau syst\\u00e8me devait analyser en temps r\\u00e9el de grands volumes de donn\\u00e9es afin de d\\u00e9tecter des sch\\u00e9mas inhabituels et d\\u2019anticiper certains incidents op\\u00e9rationnels. Le projet paraissait d\\u2019abord essentiellement technique. Mais plusieurs questions apparurent rapidement.<\\\/p><p>Certaines donn\\u00e9es utilis\\u00e9es pour entra\\u00eener le mod\\u00e8le contenaient des informations relatives aux utilisateurs, aux salari\\u00e9s ou aux clients. Les journaux techniques pouvaient r\\u00e9v\\u00e9ler des comportements individuels. Le syst\\u00e8me devait \\u00e9galement acc\\u00e9der \\u00e0 plusieurs applications internes, augmentant ainsi la surface d\\u2019attaque.<\\\/p><p>Chacune de ces questions \\u00e9tait connue d\\u2019une \\u00e9quipe. Aucune n\\u2019\\u00e9tait examin\\u00e9e dans son ensemble.<\\\/p><h3>Un m\\u00eame \\u00e9v\\u00e9nement, quatre lectures diff\\u00e9rentes mais non coordonn\\u00e9es<\\\/h3><p>Lors d\\u2019un test, le syst\\u00e8me signala comme anormale l\\u2019activit\\u00e9 de plusieurs utilisateurs. L\\u2019\\u00e9quipe op\\u00e9rationnelle y vit une alerte potentiellement utile. L\\u2019\\u00e9quipe data chercha \\u00e0 savoir si le mod\\u00e8le \\u00e9tait suffisamment pr\\u00e9cis. La cybers\\u00e9curit\\u00e9 envisagea l\\u2019hypoth\\u00e8se d\\u2019un compte compromis. Le DPD s\\u2019interrogea sur la justification de l\\u2019analyse comportementale.<\\\/p><p>Ces lectures n\\u2019\\u00e9taient pas contradictoires. Elles d\\u00e9crivaient diff\\u00e9rentes dimensions du m\\u00eame \\u00e9v\\u00e9nement : un risque op\\u00e9rationnel, un risque li\\u00e9 au mod\\u00e8le, un risque de cybers\\u00e9curit\\u00e9 et un risque pour la vie priv\\u00e9e. Trait\\u00e9es dans quatre circuits s\\u00e9par\\u00e9s, elles pouvaient conduire \\u00e0 des d\\u00e9cisions incoh\\u00e9rentes, voire cr\\u00e9er des angles morts importants.<\\\/p><p>Le principal risque n\\u2019\\u00e9tait donc pas l\\u2019absence d\\u2019expertise. Il r\\u00e9sidait dans l\\u2019absence d\\u2019un m\\u00e9canisme permettant de relier les expertises entre elles.<\\\/p>\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"5d7a852\"}]},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":false},{\"id\":\"427d0b9\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"94c0617\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"c9467fb\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7216409\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"880f5d4\",\"elType\":\"widget\",\"settings\":{\"title\":\"La solution \",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"32f308f\"}],\"__globals__\":{\"title_color\":\"globals\\\/colors?id=7098e6d5\"}},\"elements\":[],\"widgetType\":\"heading\"}],\"isInner\":false},{\"id\":\"4738be3\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"daa273a\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"987f361\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"131752c\"}],\"background_background\":\"classic\",\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"e5fde9b\",\"elType\":\"widget\",\"settings\":{\"editor\":\"<p class=\\\"isSelectedEnd\\\">Nexora a compris que l'int\\u00e9gration de l'IA \\u00e0 ses op\\u00e9rations ne pouvait pas \\u00eatre gouvern\\u00e9e comme un projet isol\\u00e9. L'entreprise a mis en place une approche structur\\u00e9e en quatre d\\u00e9cisions cl\\u00e9s.<\\\/p>\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"f22046c\"}],\"__globals__\":{\"text_color\":\"globals\\\/colors?id=301c96da\"}},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":false},{\"id\":\"74792d6\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"94c0617\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"c9467fb\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7216409\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"cff0883\",\"elType\":\"widget\",\"settings\":{\"title\":\" R\\u00e9unir les responsabilit\\u00e9s autour d'un risque commun\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"32f308f\"}],\"__globals__\":{\"title_color\":\"globals\\\/colors?id=7098e6d5\"},\"header_size\":\"h4\"},\"elements\":[],\"widgetType\":\"heading\"}],\"isInner\":false},{\"id\":\"e87b339\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"e5c3e64\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"82fa6ba\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7bc4658\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"9c1d7b9\",\"elType\":\"widget\",\"settings\":{\"editor\":\"<p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"47:1-47:372;4348-4719\\\">Nexora a constitu\\u00e9 une \\u00e9quipe pluridisciplinaire r\\u00e9unissant les m\\u00e9tiers, la data, la cybers\\u00e9curit\\u00e9, le juridique, la protection des donn\\u00e9es et la gestion des risques. Loin de diluer les responsabilit\\u00e9s, cette structure les a formalis\\u00e9es : chaque risque a re\\u00e7u un propri\\u00e9taire, chaque contr\\u00f4le un responsable, chaque d\\u00e9cision importante une autorit\\u00e9 clairement identifi\\u00e9e.<\\\/p><p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"49:1-49:428;4721-5148\\\">L'\\u00e9quipe a \\u00e9tabli une cartographie commune (finalit\\u00e9 du syst\\u00e8me, donn\\u00e9es utilis\\u00e9es, d\\u00e9pendances techniques, personnes susceptibles d'\\u00eatre affect\\u00e9es, risques pr\\u00e9visibles) alimentant un registre partag\\u00e9. D\\u00e9sormais, les \\u00e9quipes ne cherchaient plus seulement \\u00e0 savoir si leur propre contr\\u00f4le \\u00e9tait satisfaisant. Elles devaient d\\u00e9terminer si le risque global \\u00e9tait suffisamment ma\\u00eetris\\u00e9 pour autoriser le passage \\u00e0 l'\\u00e9tape suivante.<\\\/p>\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"5d7a852\"}],\"__globals__\":{\"text_color\":\"globals\\\/colors?id=301c96da\"}},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":false},{\"id\":\"fc43a55\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"94c0617\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"c9467fb\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7216409\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"1c4fb47\",\"elType\":\"widget\",\"settings\":{\"title\":\" Int\\u00e9grer la protection des donn\\u00e9es d\\u00e8s la conception\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"32f308f\"}],\"__globals__\":{\"title_color\":\"globals\\\/colors?id=7098e6d5\"},\"header_size\":\"h4\"},\"elements\":[],\"widgetType\":\"heading\"}],\"isInner\":false},{\"id\":\"e728632\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"e5c3e64\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"82fa6ba\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7bc4658\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"d3f8f17\",\"elType\":\"widget\",\"settings\":{\"editor\":\"<p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"53:1-53:338;5211-5548\\\">Nexora a examin\\u00e9 les donn\\u00e9es r\\u00e9ellement n\\u00e9cessaires au fonctionnement du syst\\u00e8me. Certaines variables ont \\u00e9t\\u00e9 supprim\\u00e9es, d'autres agr\\u00e9g\\u00e9es ou pseudonymis\\u00e9es. Les dur\\u00e9es de conservation ont \\u00e9t\\u00e9 d\\u00e9finies selon les besoins r\\u00e9els, les acc\\u00e8s limit\\u00e9s aux personnes habilit\\u00e9es, et les donn\\u00e9es de test s\\u00e9par\\u00e9es de l'environnement de production.<\\\/p><p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"55:1-55:405;5550-5954\\\">Cette d\\u00e9marche s'inscrit dans le principe de minimisation du RGPD, et dans les recommandations de la CNIL : d\\u00e9finir pr\\u00e9cis\\u00e9ment l'objectif du syst\\u00e8me, les r\\u00e9sultats attendus et les donn\\u00e9es strictement n\\u00e9cessaires avant tout d\\u00e9veloppement. Une analyse d'impact relative \\u00e0 la protection des donn\\u00e9es a \\u00e9t\\u00e9 men\\u00e9e non pas comme un document produit en fin de projet, mais comme un outil d'aide \\u00e0 la conception.<\\\/p>\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"5d7a852\"}],\"__globals__\":{\"text_color\":\"globals\\\/colors?id=301c96da\"}},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":false},{\"id\":\"31fe4ec\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"94c0617\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"c9467fb\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7216409\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"9cc846d\",\"elType\":\"widget\",\"settings\":{\"title\":\"3. Concevoir la cybers\\u00e9curit\\u00e9 avec le syst\\u00e8me, pas autour\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"32f308f\"}],\"__globals__\":{\"title_color\":\"globals\\\/colors?id=7098e6d5\"},\"header_size\":\"h4\"},\"elements\":[],\"widgetType\":\"heading\"}],\"isInner\":false},{\"id\":\"20ba74a\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"e5c3e64\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"82fa6ba\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7bc4658\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"c88fa6f\",\"elType\":\"widget\",\"settings\":{\"editor\":\"<p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"59:1-59:525;6019-6543\\\">La cybers\\u00e9curit\\u00e9 n'a pas \\u00e9t\\u00e9 ajout\\u00e9e en fin de parcours. L'\\u00e9quipe a analys\\u00e9 les risques propres \\u00e0 l'ensemble du cycle de vie (alt\\u00e9ration des donn\\u00e9es d'entra\\u00eenement, manipulation des entr\\u00e9es, acc\\u00e8s excessifs, compromission de composants tiers) et int\\u00e9gr\\u00e9 des mesures d\\u00e8s la conception : contr\\u00f4le des acc\\u00e8s selon le principe du moindre privil\\u00e8ge, s\\u00e9paration des environnements, tra\\u00e7abilit\\u00e9 des versions du mod\\u00e8le, surveillance des comportements inhabituels, et proc\\u00e9dures communes de qualification et d'escalade des incidents.<\\\/p><p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"61:1-61:149;6545-6693\\\">Cette approche s'aligne sur le NIST Cybersecurity Framework 2.0, qui rattache la cybers\\u00e9curit\\u00e9 \\u00e0 la gouvernance globale des risques de l'entreprise.<\\\/p>\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"5d7a852\"}],\"__globals__\":{\"text_color\":\"globals\\\/colors?id=301c96da\"}},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":false},{\"id\":\"597a328\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"94c0617\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"c9467fb\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7216409\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"17fce4f\",\"elType\":\"widget\",\"settings\":{\"title\":\"Former, tester et surveiller dans la dur\\u00e9e\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"32f308f\"}],\"__globals__\":{\"title_color\":\"globals\\\/colors?id=7098e6d5\"},\"header_size\":\"h4\"},\"elements\":[],\"widgetType\":\"heading\"}],\"isInner\":false},{\"id\":\"74c2917\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"e5c3e64\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"82fa6ba\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7bc4658\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=astglobalcolor6\"}},\"elements\":[{\"id\":\"5e7f491\",\"elType\":\"widget\",\"settings\":{\"editor\":\"<p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"65:1-65:342;6746-7087\\\">Nexora a mis en place une formation adapt\\u00e9e aux diff\\u00e9rents r\\u00f4les : les d\\u00e9veloppeurs ont \\u00e9t\\u00e9 form\\u00e9s aux exigences de s\\u00e9curit\\u00e9 et de protection des donn\\u00e9es d\\u00e8s la conception ; les utilisateurs op\\u00e9rationnels \\u00e0 l'interpr\\u00e9tation des r\\u00e9sultats et au signalement des anomalies ; les d\\u00e9cideurs aux limites du syst\\u00e8me et aux conditions de suspension.<\\\/p><p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"67:1-67:288;7089-7376\\\">Avant le d\\u00e9ploiement, un pilote limit\\u00e9 a permis de tester non seulement la performance du mod\\u00e8le, mais aussi les flux d'information entre \\u00e9quipes : une alerte pouvait-elle \\u00eatre transmise rapidement aux fonctions comp\\u00e9tentes ? L'organisation savait-elle qui pouvait suspendre le syst\\u00e8me ?<\\\/p><p class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"69:1-69:217;7378-7594\\\">Apr\\u00e8s le d\\u00e9ploiement, le suivi a r\\u00e9uni des indicateurs techniques et organisationnels : performance du mod\\u00e8le, faux positifs, incidents de s\\u00e9curit\\u00e9, plaintes, usages inattendus et efficacit\\u00e9 des mesures correctrices.<\\\/p>\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"5d7a852\"}],\"__globals__\":{\"text_color\":\"globals\\\/colors?id=301c96da\"}},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":false},{\"id\":\"b6ded0d\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"94c0617\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"c9467fb\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"7216409\"}],\"__globals__\":{\"background_color\":\"globals\\\/colors?id=22070044\"}},\"elements\":[{\"id\":\"0f4333d\",\"elType\":\"widget\",\"settings\":{\"title\":\"R\\u00e9sultats\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"32f308f\"}],\"__globals__\":{\"title_color\":\"globals\\\/colors?id=astglobalcolor2\"}},\"elements\":[],\"widgetType\":\"heading\"}],\"isInner\":false},{\"id\":\"e962162\",\"elType\":\"container\",\"settings\":{\"flex_gap\":{\"size\":0,\"column\":\"0\",\"row\":\"0\",\"unit\":\"px\",\"isLinked\":true},\"structure\":\"20\",\"padding\":{\"unit\":\"px\",\"top\":\"100\",\"right\":\"0\",\"bottom\":\"100\",\"left\":\"0\",\"isLinked\":false},\"padding_tablet\":{\"unit\":\"px\",\"top\":\"50\",\"right\":\"30\",\"bottom\":\"50\",\"left\":\"30\",\"isLinked\":false},\"reverse_order_mobile\":\"reverse-mobile\",\"__globals__\":{\"background_color\":\"globals\\\/colors?id=22070044\"},\"flex_direction\":\"row\",\"flex_align_items\":\"stretch\",\"flex_direction_mobile\":\"column-reverse\",\"background_background\":\"classic\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"dd8292a\"}],\"bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"},\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30,\"sizes\":[]},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40,\"sizes\":[]},\"_id\":\"3a19d1f\",\"repeater_bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"}},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60,\"sizes\":[]},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20,\"sizes\":[]},\"_id\":\"a37b1a9\",\"repeater_bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"}}]},\"elements\":[{\"id\":\"4ac8d8d\",\"elType\":\"container\",\"settings\":{\"_column_size\":50,\"width\":{\"size\":50,\"unit\":\"%\"},\"flex_justify_content\":\"center\",\"margin_mobile\":{\"unit\":\"px\",\"top\":\"34\",\"right\":\"0\",\"bottom\":\"0\",\"left\":\"0\",\"isLinked\":false},\"padding\":{\"unit\":\"px\",\"top\":\"0\",\"right\":\"50\",\"bottom\":\"0\",\"left\":\"0\",\"isLinked\":false},\"padding_tablet\":{\"unit\":\"px\",\"top\":\"0\",\"right\":\"30\",\"bottom\":\"0\",\"left\":\"0\",\"isLinked\":false},\"padding_mobile\":{\"unit\":\"px\",\"top\":\"0\",\"right\":\"0\",\"bottom\":\"0\",\"left\":\"0\",\"isLinked\":false},\"content_width\":\"full\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"37fe4bf\"}],\"bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"},\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30,\"sizes\":[]},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40,\"sizes\":[]},\"_id\":\"a8ef915\",\"repeater_bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"}},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60,\"sizes\":[]},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20,\"sizes\":[]},\"_id\":\"e3d39ad\",\"repeater_bg_image\":{\"id\":\"\",\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/plugins\\\/elementor\\\/assets\\\/images\\\/placeholder.png\"}}]},\"elements\":[{\"id\":\"66b941e\",\"elType\":\"widget\",\"settings\":{\"image\":{\"id\":8095,\"url\":\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/Resultats.webp\",\"alt\":\"Re\\u0301sultats\",\"source\":\"library\",\"size\":\"\"},\"width\":{\"unit\":\"%\",\"size\":\"100\"},\"space\":{\"unit\":\"%\",\"size\":\"100\"},\"width_tablet\":{\"unit\":\"%\",\"size\":100,\"sizes\":[]},\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"dc65c93\"}],\"image_size\":\"thumbnail\"},\"elements\":[],\"widgetType\":\"image\"},{\"id\":\"c05323d\",\"elType\":\"container\",\"settings\":{\"content_width\":\"full\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"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class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"73:1-73:88;7610-7697\\\">La refonte de la gouvernance de Nexora a produit des r\\u00e9sultats mesurables et durables :<\\\/p><ul class=\\\"[li_&amp;]:mb-0 [li_&amp;]:mt-1 [li_&amp;]:gap-1 [&amp;:not(:last-child)_ul]:pb-1 [&amp;:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3 print:block print:space-y-1\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"75:1-80:203;7699-8504\\\"><li class=\\\"font-claude-response-body whitespace-normal break-words pl-2\\\" data-sourcepos=\\\"75:1-75:122;7699-7820\\\">r\\u00e9duction de 40 % du temps de prise de d\\u00e9cision, gr\\u00e2ce \\u00e0 l'\\u00e9limination des validations conflictuelles entre fonctions ;<\\\/li><li class=\\\"font-claude-response-body whitespace-normal break-words pl-2\\\" data-sourcepos=\\\"76:1-76:124;7821-7944\\\">r\\u00e9duction de 35 % de l'exposition aux donn\\u00e9es, gr\\u00e2ce \\u00e0 la minimisation et aux principes de protection d\\u00e8s la conception ;<\\\/li><li class=\\\"font-claude-response-body whitespace-normal break-words pl-2\\\" data-sourcepos=\\\"77:1-77:158;7945-8102\\\">tra\\u00e7abilit\\u00e9 compl\\u00e8te des d\\u00e9cisions de conception, des contr\\u00f4les et des arbitrages de risques, avec propri\\u00e9t\\u00e9 et responsabilit\\u00e9 document\\u00e9es \\u00e0 chaque phase ;<\\\/li><li class=\\\"font-claude-response-body whitespace-normal break-words pl-2\\\" data-sourcepos=\\\"78:1-78:71;8103-8173\\\">aucune violation de conformit\\u00e9 lors du d\\u00e9ploiement du syst\\u00e8me d'IA ;<\\\/li><li class=\\\"font-claude-response-body whitespace-normal break-words pl-2\\\" data-sourcepos=\\\"79:1-79:128;8174-8301\\\">une vision consolid\\u00e9e des risques op\\u00e9rationnels, cybers\\u00e9curit\\u00e9, vie priv\\u00e9e et techniques dans un registre unique et partag\\u00e9 ;<\\\/li><li class=\\\"font-claude-response-body whitespace-normal break-words pl-2\\\" data-sourcepos=\\\"80:1-80:203;8302-8504\\\">une transition r\\u00e9ussie d'une gestion cloisonn\\u00e9e des incidents vers une r\\u00e9ponse coordonn\\u00e9e, permettant des \\u00e9valuations simultan\\u00e9es sur les dimensions techniques, s\\u00e9curit\\u00e9, vie priv\\u00e9e et 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class=\\\"elementor-element elementor-element-d6dd715 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"d6dd715\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-8aa1f26 elementor-widget elementor-widget-heading\\\" data-id=\\\"8aa1f26\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"heading.default\\\">\\n\\t\\t\\t\\t\\t<h2 class=\\\"elementor-heading-title elementor-size-default\\\">Introduction <\\\/h2>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-59cdde8 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no 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data=\\\"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\\\"]\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-c5b03fa e-con-full e-flex wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-child\\\" data-id=\\\"c5b03fa\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-da5aaea elementor-widget elementor-widget-image\\\" data-id=\\\"da5aaea\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"image.default\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<img width=\\\"150\\\" height=\\\"150\\\" src=\\\"https:\\\/\\\/guenix.digital\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/pexels-photo-37267437-37267437-150x150.jpg\\\" class=\\\"attachment-thumbnail size-thumbnail wp-image-8094\\\" alt=\\\"Tall office building with reflective glass, modern architecture under a cloudy sky.\\\" \\\/>\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-f4b1fc1 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"f4b1fc1\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-f050162 elementor-widget elementor-widget-heading\\\" data-id=\\\"f050162\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"heading.default\\\">\\n\\t\\t\\t\\t\\t<h2 class=\\\"elementor-heading-title elementor-size-default\\\">Le probl\\u00e8me<\\\/h2>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-072d48a e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"072d48a\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t[elementor-element k=\\\"fea82a2c8f14c12ddd617e595b81a5d2\\\" data=\\\"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\\\"]\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-427d0b9 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"427d0b9\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-880f5d4 elementor-widget elementor-widget-heading\\\" data-id=\\\"880f5d4\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"heading.default\\\">\\n\\t\\t\\t\\t\\t<h2 class=\\\"elementor-heading-title elementor-size-default\\\">La solution <\\\/h2>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-4738be3 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"4738be3\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t[elementor-element k=\\\"fea82a2c8f14c12ddd617e595b81a5d2\\\" data=\\\"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\\\"]\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-74792d6 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"74792d6\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-cff0883 elementor-widget elementor-widget-heading\\\" data-id=\\\"cff0883\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"heading.default\\\">\\n\\t\\t\\t\\t\\t<h4 class=\\\"elementor-heading-title elementor-size-default\\\"> R\\u00e9unir les responsabilit\\u00e9s autour d'un risque commun<\\\/h4>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-e87b339 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"e87b339\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t[elementor-element k=\\\"fea82a2c8f14c12ddd617e595b81a5d2\\\" 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class=\\\"elementor-element elementor-element-fc43a55 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"fc43a55\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-1c4fb47 elementor-widget elementor-widget-heading\\\" data-id=\\\"1c4fb47\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"heading.default\\\">\\n\\t\\t\\t\\t\\t<h4 class=\\\"elementor-heading-title elementor-size-default\\\"> Int\\u00e9grer la protection des donn\\u00e9es d\\u00e8s la conception<\\\/h4>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-e728632 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"e728632\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t[elementor-element k=\\\"fea82a2c8f14c12ddd617e595b81a5d2\\\" data=\\\"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\\\"]\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-31fe4ec e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"31fe4ec\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-9cc846d elementor-widget elementor-widget-heading\\\" data-id=\\\"9cc846d\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"heading.default\\\">\\n\\t\\t\\t\\t\\t<h4 class=\\\"elementor-heading-title elementor-size-default\\\">3. Concevoir la cybers\\u00e9curit\\u00e9 avec le syst\\u00e8me, pas autour<\\\/h4>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-20ba74a e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"20ba74a\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t[elementor-element k=\\\"fea82a2c8f14c12ddd617e595b81a5d2\\\" 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class=\\\"elementor-element elementor-element-597a328 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"597a328\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-17fce4f elementor-widget elementor-widget-heading\\\" data-id=\\\"17fce4f\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"heading.default\\\">\\n\\t\\t\\t\\t\\t<h4 class=\\\"elementor-heading-title elementor-size-default\\\">Former, tester et surveiller dans la dur\\u00e9e<\\\/h4>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-74c2917 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no 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data=\\\"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\\\"]\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-e37fbc5 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"e37fbc5\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-629b5b5 elementor-widget elementor-widget-spacer\\\" data-id=\\\"629b5b5\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"spacer.default\\\">\\n\\t\\t\\t\\t\\t\\t\\t<div class=\\\"elementor-spacer\\\">\\n\\t\\t\\t<div class=\\\"elementor-spacer-inner\\\"><\\\/div>\\n\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-a35bc9e e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"a35bc9e\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-19662db elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\\\" data-id=\\\"19662db\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"call-to-action.default\\\">\\n\\t\\t\\t\\t\\t\\t\\t<div class=\\\"elementor-cta\\\">\\n\\t\\t\\t\\t\\t\\t\\t<div class=\\\"elementor-cta__content\\\">\\n\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<h2 class=\\\"elementor-cta__title elementor-cta__content-item elementor-content-item\\\">\\n\\t\\t\\t\\t\\t\\tVous utilisez l\\u2019IA dans votre organisation ?\\t\\t\\t\\t\\t<\\\/h2>\\n\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"elementor-cta__description elementor-cta__content-item elementor-content-item\\\">\\n\\t\\t\\t\\t\\t\\tIdentifions ensemble les risques, les responsabilit\\u00e9s et les contr\\u00f4les n\\u00e9cessaires pour s\\u00e9curiser vos projets.\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \\\">\\n\\t\\t\\t\\t\\t<a class=\\\"elementor-cta__button elementor-button elementor-size-\\\" href=\\\"https:\\\/\\\/calendly.com\\\/guenixdigital\\\/30min\\\">\\n\\t\\t\\t\\t\\t\\t\\u00c9CHANGER SUR VOTRE PROJET\\t\\t\\t\\t\\t<\\\/a>\\n\\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\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-de80412 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"de80412\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-4cca0a0 elementor-widget elementor-widget-spacer\\\" data-id=\\\"4cca0a0\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"spacer.default\\\">\\n\\t\\t\\t\\t\\t\\t\\t<div class=\\\"elementor-spacer\\\">\\n\\t\\t\\t<div class=\\\"elementor-spacer-inner\\\"><\\\/div>\\n\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t<div class=\\\"elementor-element elementor-element-6450f5d e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\\\" data-id=\\\"6450f5d\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t\\t\\t\\t<div class=\\\"e-con-inner\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-9fd3052 elementor-widget elementor-widget-heading\\\" data-id=\\\"9fd3052\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"heading.default\\\">\\n\\t\\t\\t\\t\\t<h2 class=\\\"elementor-heading-title elementor-size-default\\\">Foire aux questions (FAQ)<\\\/h2>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-139894f uael-faq-box-layout-yes align-at-left elementor-widget elementor-widget-uael-faq\\\" data-id=\\\"139894f\\\" data-element_type=\\\"widget\\\" data-e-type=\\\"widget\\\" data-widget_type=\\\"uael-faq.default\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-widget-container\\\">\\n\\t\\t\\t\\t\\t\\n\\t\\t\\t<div id='uael-faq-wrapper-205' class=\\\"uael-faq-wrapper\\\">\\n\\t\\t\\t\\t<div class=\\\"uael-faq-container uael-faq-layout-accordion\\\" data-layout=\\\"accordion\\\" >\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<div id=\\\"uael-accordion-b9f72bc\\\" class=\\\"uael-faq-accordion\\\" role=\\\"tablist\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class= \\\"uael-accordion-title\\\" aria-expanded=\\\"false\\\" role=\\\"tab\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon uael-accordion-icon-left\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-closed\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-right\\\" viewBox=\\\"0 0 256 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-opened\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-up\\\" viewBox=\\\"0 0 320 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-question-b9f72bc uael-question-span\\\" tabindex=\\\"0\\\" id=\\\"uael-faq-1-6aafc20b42315\\\">Pourquoi cr\\u00e9er une \\u00e9quipe pluridisciplinaire pour un projet d'IA ?<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"uael-accordion-content\\\" role=\\\"tabpanel\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span><p>Parce qu'un syst\\u00e8me d'IA peut cr\\u00e9er simultan\\u00e9ment des risques op\\u00e9rationnels, techniques, juridiques, cyber et humains. Une \\u00e9quipe pluridisciplinaire permet de confronter ces dimensions avant qu'une d\\u00e9cision soit prise. Son efficacit\\u00e9 suppose n\\u00e9anmoins des responsabilit\\u00e9s et un pouvoir de d\\u00e9cision clairement d\\u00e9finis.<\\\/p><\\\/span>\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\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\\t\\t\\t\\t\\t\\t\\t\\t<div id=\\\"uael-accordion-744bca5\\\" class=\\\"uael-faq-accordion\\\" role=\\\"tablist\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class= \\\"uael-accordion-title\\\" aria-expanded=\\\"false\\\" role=\\\"tab\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon uael-accordion-icon-left\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-closed\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-right\\\" viewBox=\\\"0 0 256 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-opened\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-up\\\" viewBox=\\\"0 0 320 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-question-744bca5 uael-question-span\\\" tabindex=\\\"0\\\" id=\\\"uael-faq-2-6aafc20b43b3c\\\">La formation des salari\\u00e9s suffit-elle \\u00e0 assurer la conformit\\u00e9 ?<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"uael-accordion-content\\\" role=\\\"tabpanel\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span><p>Non. La formation aide les collaborateurs \\u00e0 comprendre les r\\u00e8gles et \\u00e0 d\\u00e9tecter les situations \\u00e0 risque, mais elle doit compl\\u00e9ter des mesures concr\\u00e8tes : limitation des acc\\u00e8s, minimisation des donn\\u00e9es, documentation, analyses de risques, contr\\u00f4les techniques et proc\\u00e9dures d'incident.<\\\/p><\\\/span>\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\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\\t\\t\\t\\t\\t\\t\\t\\t<div id=\\\"uael-accordion-d709f4e\\\" class=\\\"uael-faq-accordion\\\" role=\\\"tablist\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class= \\\"uael-accordion-title\\\" aria-expanded=\\\"false\\\" role=\\\"tab\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon uael-accordion-icon-left\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-closed\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-right\\\" viewBox=\\\"0 0 256 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-opened\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-up\\\" viewBox=\\\"0 0 320 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-question-d709f4e uael-question-span\\\" tabindex=\\\"0\\\" id=\\\"uael-faq-3-6aafc20b43b93\\\">Que signifie la minimisation des donn\\u00e9es dans un projet d'IA ?<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"uael-accordion-content\\\" role=\\\"tabpanel\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span><p>Elle consiste \\u00e0 s\\u00e9lectionner les donn\\u00e9es ad\\u00e9quates, pertinentes et r\\u00e9ellement n\\u00e9cessaires \\u00e0 la finalit\\u00e9 du syst\\u00e8me. Elle n'interdit pas automatiquement l'utilisation de volumes importants, mais oblige l'organisation \\u00e0 justifier les cat\\u00e9gories, les sources, la profondeur historique et le niveau de pr\\u00e9cision retenus.<\\\/p><\\\/span>\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\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\\t\\t\\t\\t\\t\\t\\t\\t<div id=\\\"uael-accordion-b45b909\\\" class=\\\"uael-faq-accordion\\\" role=\\\"tablist\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class= \\\"uael-accordion-title\\\" aria-expanded=\\\"false\\\" role=\\\"tab\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon uael-accordion-icon-left\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-closed\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-right\\\" viewBox=\\\"0 0 256 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-opened\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-up\\\" viewBox=\\\"0 0 320 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-question-b45b909 uael-question-span\\\" tabindex=\\\"0\\\" id=\\\"uael-faq-4-6aafc20b43be2\\\">Pourquoi la cybers\\u00e9curit\\u00e9 doit-elle \\u00eatre int\\u00e9gr\\u00e9e d\\u00e8s la conception ?<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"uael-accordion-content\\\" role=\\\"tabpanel\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span><p>Parce que certaines d\\u00e9cisions d'architecture, d'acc\\u00e8s, de journalisation ou de s\\u00e9lection des fournisseurs sont difficiles et co\\u00fbteuses \\u00e0 corriger apr\\u00e8s le d\\u00e9ploiement. Int\\u00e9grer la s\\u00e9curit\\u00e9 d\\u00e8s la conception permet de r\\u00e9duire l'exposition au risque pendant tout le cycle de vie du syst\\u00e8me.<\\\/p><\\\/span>\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\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\\t\\t\\t\\t\\t\\t\\t\\t<div id=\\\"uael-accordion-f1315bb\\\" class=\\\"uael-faq-accordion\\\" role=\\\"tablist\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class= \\\"uael-accordion-title\\\" aria-expanded=\\\"false\\\" role=\\\"tab\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon uael-accordion-icon-left\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-closed\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-right\\\" viewBox=\\\"0 0 256 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-accordion-icon-opened\\\"><svg class=\\\"e-font-icon-svg e-fas-angle-up\\\" viewBox=\\\"0 0 320 512\\\" xmlns=\\\"http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\\"><path d=\\\"M177 159.7l136 136c9.4 9.4 9.4 24.6 0 33.9l-22.6 22.6c-9.4 9.4-24.6 9.4-33.9 0L160 255.9l-96.4 96.4c-9.4 9.4-24.6 9.4-33.9 0L7 329.7c-9.4-9.4-9.4-24.6 0-33.9l136-136c9.4-9.5 24.6-9.5 34-.1z\\\"><\\\/path><\\\/svg><\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"uael-question-f1315bb uael-question-span\\\" tabindex=\\\"0\\\" id=\\\"uael-faq-5-6aafc20b43c2d\\\">Comment \\u00e9viter que la gouvernance de l'IA devienne un nouveau silo ?<\\\/span>\\n\\t\\t\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"uael-accordion-content\\\" role=\\\"tabpanel\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<span><p>La gouvernance de l'IA doit \\u00eatre reli\\u00e9e aux m\\u00e9canismes existants : gestion des risques d'entreprise, protection des donn\\u00e9es, cybers\\u00e9curit\\u00e9, conformit\\u00e9, achats, gestion des incidents et continuit\\u00e9 d'activit\\u00e9. Un registre commun, des crit\\u00e8res partag\\u00e9s et des proc\\u00e9dures d'escalade coordonn\\u00e9es permettent d'\\u00e9viter la cr\\u00e9ation d'une structure parall\\u00e8le.<\\\/p><\\\/span>\\t\\t\\t\\t\\t\\t\\t\\t\\t<\\\/span>\\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\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<\\\/div>\\n\\t\\t\",\"scripts\":[],\"styles\":[]}}"]},"uagb_featured_image_src":{"full":["https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Site-internet.webp",567,379,false],"thumbnail":["https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Site-internet-150x150.webp",150,150,true],"medium":["https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Site-internet-300x201.webp",300,201,true],"medium_large":["https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Site-internet.webp",567,379,false],"large":["https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Site-internet.webp",567,379,false],"1536x1536":["https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Site-internet.webp",567,379,false],"2048x2048":["https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Site-internet.webp",567,379,false],"trp-custom-language-flag":["https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Site-internet-18x12.webp",18,12,true]},"uagb_author_info":{"display_name":"anastasie","author_link":"https:\/\/guenix.digital\/fr\/author\/anastasie\/"},"uagb_comment_info":0,"uagb_excerpt":"Nexora quand l\u2019IA r\u00e9v\u00e8le les limites d\u2019une gouvernance fragment\u00e9e\u200b Le nom de l&#8217;entreprise et certains d\u00e9tails ont \u00e9t\u00e9 modifi\u00e9s pour pr\u00e9server la confidentialit\u00e9 du client. R\u00e9sum\u00e9 ex\u00e9cutif : Avant d&#8217;int\u00e9grer l&#8217;intelligence artificielle \u00e0 sa plateforme de suivi des op\u00e9rations, Nexora disposait de dispositifs de gestion des risques solides, mais cloisonn\u00e9s. L&#8217;absence de vision consolid\u00e9e rendait","_links":{"self":[{"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/posts\/8090","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/comments?post=8090"}],"version-history":[{"count":25,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/posts\/8090\/revisions"}],"predecessor-version":[{"id":8125,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/posts\/8090\/revisions\/8125"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/media\/8096"}],"wp:attachment":[{"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/media?parent=8090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/categories?post=8090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/tags?post=8090"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}