{"id":7896,"date":"2026-08-06T20:56:11","date_gmt":"2026-08-06T20:56:11","guid":{"rendered":"https:\/\/guenix.digital\/?p=7896"},"modified":"2026-08-11T06:30:10","modified_gmt":"2026-08-11T06:30:10","slug":"utilisez-vous-lia-sans-le-savoir-comment-lidentifier","status":"publish","type":"post","link":"https:\/\/guenix.digital\/fr\/utilisez-vous-lia-sans-le-savoir-comment-lidentifier\/","title":{"rendered":"Utilisez-vous l&#8217;IA sans le savoir ? Comment l&#8217;identifier"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"7896\" class=\"elementor elementor-7896\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c15ad30 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=\"c15ad30\" 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-75af1bc elementor-nav-menu--dropdown-tablet elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"75af1bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;horizontal&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;svg aria-hidden=\\&quot;true\\&quot; class=\\&quot;e-font-icon-svg e-fas-caret-down\\&quot; viewBox=\\&quot;0 0 320 512\\&quot; xmlns=\\&quot;http:\\\/\\\/www.w3.org\\\/2000\\\/svg\\&quot;&gt;&lt;path d=\\&quot;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\\&quot;&gt;&lt;\\\/path&gt;&lt;\\\/svg&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t\t\t\t\t<nav aria-label=\"Menu\" class=\"elementor-nav-menu--main elementor-nav-menu__container elementor-nav-menu--layout-horizontal e--pointer-underline e--animation-fade\">\n\t\t\t\t<ul id=\"menu-1-75af1bc\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-home menu-item-66\"><a href=\"https:\/\/guenix.digital\/fr\/\" class=\"elementor-item menu-link\">Accueil<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6250\"><a href=\"https:\/\/guenix.digital\/fr\/a-propos\/\" class=\"elementor-item menu-link\">A propos<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-6260\"><a aria-expanded=\"false\" href=\"https:\/\/guenix.digital\/fr\/nos-services-2\/\" class=\"elementor-item menu-link\">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\">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\">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\">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\">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\">Diagnostic IA<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Permuter le menu\" aria-expanded=\"false\">\n\t\t\t<svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open e-font-icon-svg e-eicon-menu-bar\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M104 333H896C929 333 958 304 958 271S929 208 896 208H104C71 208 42 237 42 271S71 333 104 333ZM104 583H896C929 583 958 554 958 521S929 458 896 458H104C71 458 42 487 42 521S71 583 104 583ZM104 833H896C929 833 958 804 958 771S929 708 896 708H104C71 708 42 737 42 771S71 833 104 833Z\"><\/path><\/svg><svg aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close e-font-icon-svg e-eicon-close\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M742 167L500 408 258 167C246 154 233 150 217 150 196 150 179 158 167 167 154 179 150 196 150 212 150 229 154 242 171 254L408 500 167 742C138 771 138 800 167 829 196 858 225 858 254 829L496 587 738 829C750 842 767 846 783 846 800 846 817 842 829 829 842 817 846 804 846 783 846 767 842 750 829 737L588 500 833 258C863 229 863 200 833 171 804 137 775 137 742 167Z\"><\/path><\/svg>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-75af1bc\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-home menu-item-66\"><a href=\"https:\/\/guenix.digital\/fr\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">Accueil<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-6250\"><a href=\"https:\/\/guenix.digital\/fr\/a-propos\/\" class=\"elementor-item menu-link\" tabindex=\"-1\">A propos<\/a><\/li>\n<li class=\"menu-item menu-item-type-post_type menu-item-object-page menu-item-has-children menu-item-6260\"><a aria-expanded=\"false\" href=\"https:\/\/guenix.digital\/fr\/nos-services-2\/\" class=\"elementor-item menu-link\" 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-0bfe651 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=\"0bfe651\" 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-bb65c46 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=\"bb65c46\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4233fb5 elementor-widget elementor-widget-heading\" data-id=\"4233fb5\" 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\">Utilisez-vous d\u00e9j\u00e0 de l\u2019IA sans le savoir ? <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f89ba9 elementor-widget elementor-widget-heading\" data-id=\"3f89ba9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Pourquoi tout commence par un inventaire<\/h5>\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-8990369 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=\"8990369\" 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-701e0ab elementor-widget elementor-widget-text-editor\" data-id=\"701e0ab\" 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>De nombreuses organisations pensent ne pas encore utiliser d&#8217;intelligence artificielle. En r\u00e9alit\u00e9, elles en utilisent souvent d\u00e9j\u00e0, sans l&#8217;avoir identifi\u00e9e. Cet article explique pourquoi l&#8217;IA est fr\u00e9quemment pr\u00e9sente sans \u00eatre nomm\u00e9e, pourquoi c&#8217;est un angle mort \u00e0 risque, et comment y rem\u00e9dier par une premi\u00e8re \u00e9tape simple : l&#8217;inventaire des usages.<\/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-77b13c1 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=\"77b13c1\" 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-0eca50e elementor-widget elementor-widget-heading\" data-id=\"0eca50e\" 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\">Pourquoi utilise-t-on de l'IA sans le savoir ?<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bfdea26 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=\"bfdea26\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-dca1917 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=\"dca1917\" 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-29731ae 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=\"29731ae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-963eeec 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=\"963eeec\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16d33e0 elementor-widget elementor-widget-text-editor\" data-id=\"16d33e0\" 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=\"7:1-7:417;494-910\">Parce que l&#8217;IA n&#8217;arrive presque jamais avec une \u00e9tiquette.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"7:1-7:417;494-910\">Elle s&#8217;installe \u00e0 l&#8217;int\u00e9rieur d&#8217;outils que l&#8217;on utilise pour autre chose : une plateforme publicitaire, un logiciel de recrutement, un service client, un tableur enrichi de fonctions automatiques. L&#8217;organisation ach\u00e8te une fonctionnalit\u00e9, pas \u00ab de l&#8217;IA \u00bb, et ne r\u00e9alise pas toujours que cette fonctionnalit\u00e9 repose sur un mod\u00e8le d&#8217;apprentissage automatique.<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"9:1-9:350;912-1261\">La publicit\u00e9 en ligne en est l&#8217;exemple le plus parlant. Le ciblage des audiences, les ench\u00e8res automatiques, la cr\u00e9ation de segments ou l&#8217;optimisation des campagnes s&#8217;appuient fr\u00e9quemment sur des mod\u00e8les pr\u00e9dictifs. Une organisation qui \u00ab fait simplement de la publicit\u00e9 \u00bb utilise donc, dans bien des cas, de l&#8217;IA, sans l&#8217;avoir d\u00e9cid\u00e9 explicitement.<\/p><p class=\"isSelectedEnd\">Le m\u00eame constat peut s\u2019appliquer \u00e0 de nombreux m\u00e9tiers :<\/p><ul data-spread=\"false\"><li>dans les ressources humaines, avec le tri ou le classement de candidatures ;<\/li><li>dans la relation client, avec les assistants conversationnels et la g\u00e9n\u00e9ration de r\u00e9ponses ;<\/li><li>dans la finance, avec la d\u00e9tection de fraudes ou d\u2019anomalies ;<\/li><li>dans le marketing, avec la personnalisation des contenus et des recommandations ;<\/li><li>dans les fonctions support, avec les outils int\u00e9grant des fonctions de g\u00e9n\u00e9ration, de synth\u00e8se ou de classification.<\/li><\/ul><p>L\u2019IA s\u2019est ainsi int\u00e9gr\u00e9e aux outils du quotidien sans toujours devenir visible dans les processus internes de gouvernance.<\/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-2847b47 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=\"2847b47\" 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-19d433b elementor-widget elementor-widget-image\" data-id=\"19d433b\" 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\/IA-150x150.webp\" class=\"attachment-thumbnail size-thumbnail wp-image-7905\" alt=\"Pourquoi utilise l&apos;IA sans le savoir ?\" \/>\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-16accd7 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=\"16accd7\" 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-2683789 elementor-widget elementor-widget-heading\" data-id=\"2683789\" 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\">Pourquoi ces usages invisibles constituent-ils un risque ?<\/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-d7f7308 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=\"d7f7308\" 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-1301e54 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=\"1301e54\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-00e958b elementor-widget elementor-widget-image\" data-id=\"00e958b\" 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\/Risques-150x150.webp\" class=\"attachment-thumbnail size-thumbnail wp-image-7906\" alt=\"Risques IA\" \/>\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<div class=\"elementor-element elementor-element-44b7443 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=\"44b7443\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-e2f83e7 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=\"e2f83e7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-be1d832 elementor-widget elementor-widget-text-editor\" data-id=\"be1d832\" 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\">Un syst\u00e8me d\u2019IA non identifi\u00e9 risque d\u2019\u00e9chapper aux processus habituels d\u2019\u00e9valuation, de conformit\u00e9 et de s\u00e9curit\u00e9.<\/p><p class=\"isSelectedEnd\">Les personnes charg\u00e9es de la protection des donn\u00e9es, de la cybers\u00e9curit\u00e9, des risques ou de la conformit\u00e9 ne peuvent intervenir efficacement que si elles savent o\u00f9 et comment l\u2019IA est utilis\u00e9e.<\/p><p class=\"isSelectedEnd\">En l\u2019absence de visibilit\u00e9, plusieurs questions peuvent rester sans r\u00e9ponse :<\/p><ul data-spread=\"false\"><li>Le syst\u00e8me traite-t-il des donn\u00e9es personnelles ?<\/li><li>Ces donn\u00e9es sont-elles utilis\u00e9es sur une base juridique appropri\u00e9e ?<\/li><li>Le fournisseur r\u00e9utilise-t-il certaines donn\u00e9es pour entra\u00eener ou am\u00e9liorer ses mod\u00e8les ?<\/li><li>Le syst\u00e8me influence-t-il une d\u00e9cision concernant une personne ?<\/li><li>Ses r\u00e9sultats peuvent-ils produire des erreurs ou des discriminations ?<\/li><li>Une validation humaine est-elle pr\u00e9vue lorsque cela est n\u00e9cessaire ?<\/li><li>Les responsabilit\u00e9s entre l\u2019organisation et le fournisseur sont-elles clairement d\u00e9finies ?<\/li><li>Les obligations applicables ont-elles \u00e9t\u00e9 identifi\u00e9es ?<\/li><\/ul><p class=\"isSelectedEnd\">Ces questions peuvent relever du r\u00e8glement g\u00e9n\u00e9ral sur la protection des donn\u00e9es (RGPD), du r\u00e8glement europ\u00e9en sur l\u2019intelligence artificielle (AI Act), d\u2019exigences contractuelles ou, plus largement, de la gestion des risques de l\u2019organisation.<\/p><p class=\"isSelectedEnd\">Toutes les utilisations de l\u2019IA ne pr\u00e9sentent pas le m\u00eame niveau de risque et ne sont pas soumises aux m\u00eames obligations. Mais aucune analyse s\u00e9rieuse n\u2019est possible tant que les syst\u00e8mes concern\u00e9s n\u2019ont pas \u00e9t\u00e9 recens\u00e9s.<\/p><p>Les angles morts apparaissent souvent au moment d\u2019un incident, d\u2019une r\u00e9clamation, d\u2019un audit ou d\u2019un contr\u00f4le. \u00c0 ce stade, l\u2019organisation d\u00e9couvre parfois qu\u2019un syst\u00e8me influence depuis longtemps des d\u00e9cisions ou traite des donn\u00e9es sans avoir \u00e9t\u00e9 int\u00e9gr\u00e9 \u00e0 ses dispositifs de gouvernance.<\/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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-80865d7 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=\"80865d7\" 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-a5dcc24 elementor-widget elementor-widget-heading\" data-id=\"a5dcc24\" 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 mot \u00ab IA \u00bb d\u00e9signe-t-il une seule r\u00e9alit\u00e9 ?<\/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-fc93079 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=\"fc93079\" 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-e4d02cf 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=\"e4d02cf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-df9e586 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=\"df9e586\" 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-80e9683 elementor-widget elementor-widget-text-editor\" data-id=\"80e9683\" 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\">Non, et c\u2019est une source fr\u00e9quente de confusion.<\/p><p class=\"isSelectedEnd\">Un outil qui applique une r\u00e8gle pr\u00e9d\u00e9finie, un mod\u00e8le qui produit une pr\u00e9diction et un syst\u00e8me capable de d\u00e9clencher une action ne fonctionnent pas de la m\u00eame mani\u00e8re. Ils ne pr\u00e9sentent pas non plus les m\u00eames risques.<\/p><p class=\"isSelectedEnd\">Il est donc important de distinguer notamment :<\/p><ul data-spread=\"false\"><li>l\u2019automatisation fond\u00e9e sur des r\u00e8gles ;<\/li><li>les mod\u00e8les pr\u00e9dictifs ou de classification ;<\/li><li>les syst\u00e8mes g\u00e9n\u00e9ratifs ;<\/li><li>les syst\u00e8mes de recommandation ou d\u2019aide \u00e0 la d\u00e9cision ;<\/li><li>les syst\u00e8mes capables de d\u00e9clencher des actions avec une autonomie plus ou moins importante.<\/li><\/ul><p class=\"isSelectedEnd\">Employer le terme \u00ab IA \u00bb de mani\u00e8re vague dans un contrat, un audit ou une politique interne donne l\u2019impression de traiter le sujet sans pr\u00e9ciser ce que l\u2019on cherche r\u00e9ellement \u00e0 ma\u00eetriser.<\/p><p class=\"isSelectedEnd\">Avant de pouvoir gouverner l\u2019IA, une organisation doit donc d\u00e9finir le p\u00e9rim\u00e8tre de son analyse et distinguer les usages selon leur fonctionnement, leur finalit\u00e9 et leur impact.<\/p><p>Cette clarification n\u2019est pas un exercice purement th\u00e9orique. Elle permet de concentrer les efforts de conformit\u00e9, de s\u00e9curit\u00e9 et de contr\u00f4le sur les usages qui cr\u00e9ent r\u00e9ellement de nouveaux risques.<\/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-6eb7b70 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=\"6eb7b70\" 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-061bcd6 elementor-widget elementor-widget-image\" data-id=\"061bcd6\" 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\/07\/Probleme-metier-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-7707\" alt=\"Probl\u00e8me m\u00e9tier IA\" \/>\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-1154bc2 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=\"1154bc2\" 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-2a23b9c elementor-widget elementor-widget-heading\" data-id=\"2a23b9c\" 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\">Comment r\u00e9aliser un inventaire des usages d'IA ?<\/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-0a260f6 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=\"0a260f6\" 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-f0b1bab 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=\"f0b1bab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb4f1e9 elementor-widget elementor-widget-image\" data-id=\"cb4f1e9\" 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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/Inventaire-150x150.webp\" class=\"attachment-thumbnail size-thumbnail wp-image-7907\" alt=\"\" \/>\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-14542bf 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=\"14542bf\" 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-6f6e088 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=\"6f6e088\" 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-7ab6148 elementor-widget elementor-widget-text-editor\" data-id=\"7ab6148\" 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=\"27:1-27:280;3217-3496\">La premi\u00e8re \u00e9tape d&#8217;une d\u00e9marche s\u00e9rieuse n&#8217;est pas d&#8217;\u00e9crire une charte ni d&#8217;acheter un nouvel outil. C&#8217;est de r\u00e9aliser un inventaire honn\u00eate des usages d&#8217;IA d\u00e9j\u00e0 pr\u00e9sents dans l&#8217;organisation. Concr\u00e8tement, cet inventaire r\u00e9pond \u00e0 quelques questions simples pour chaque syst\u00e8me :<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"29:1-29:130;3498-3627\">Quels outils ou processus s&#8217;appuient sur des mod\u00e8les d&#8217;IA, y compris \u00e0 l&#8217;int\u00e9rieur de logiciels achet\u00e9s pour d&#8217;autres fonctions ?<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"31:1-31:109;3629-3737\">Sur quelles donn\u00e9es ces syst\u00e8mes s&#8217;appuient-ils, et ces donn\u00e9es comprennent-elles des donn\u00e9es personnelles ?<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"33:1-33:113;3739-3851\">Quelles d\u00e9cisions ces syst\u00e8mes prennent-ils ou influencent-ils, et ces d\u00e9cisions affectent-elles des personnes ?<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"35:1-35:65;3853-3917\">Jusqu&#8217;o\u00f9 ces syst\u00e8mes peuvent-ils agir sans validation humaine ?<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"37:1-37:47;3919-3965\">Qui, dans l&#8217;organisation, en est responsable ?<\/p><p class=\"font-claude-response-body break-words whitespace-normal\" dir=\"ltr\" data-sourcepos=\"39:1-39:384;3967-4350\">R\u00e9pondre \u00e0 ces questions fait appara\u00eetre la r\u00e9alit\u00e9 des usages, y compris ceux qui \u00e9taient invisibles, comme le shadow AI (les outils d&#8217;IA utilis\u00e9s par les \u00e9quipes sans validation) ou l&#8217;IA embarqu\u00e9e dans des services de fournisseurs. C&#8217;est \u00e0 partir de cette cartographie que tout le reste devient possible : \u00e9valuer les risques, v\u00e9rifier la conformit\u00e9, clarifier les responsabilit\u00e9s.<\/p>\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-7d22239 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=\"7d22239\" 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-a8419d1 elementor-widget elementor-widget-text-editor\" data-id=\"a8419d1\" 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><span style=\"color: #000000;\">L\u2019inventaire doit couvrir l\u2019IA visible et l\u2019IA invisible<\/span><\/h4><p class=\"isSelectedEnd\">Deux cat\u00e9gories d\u2019usages m\u00e9ritent une attention particuli\u00e8re.<\/p><p class=\"isSelectedEnd\">La premi\u00e8re est le <strong>shadow AI<\/strong>, c\u2019est-\u00e0-dire l\u2019utilisation d\u2019outils d\u2019IA par des collaborateurs ou des \u00e9quipes sans validation officielle de l\u2019organisation. Cela peut inclure, par exemple, l\u2019utilisation d\u2019un service g\u00e9n\u00e9ratif grand public pour traiter des informations professionnelles.<\/p><p class=\"isSelectedEnd\">La seconde est l\u2019<strong>IA embarqu\u00e9e<\/strong> dans les produits de fournisseurs. Dans ce cas, l\u2019outil a bien \u00e9t\u00e9 achet\u00e9 ou autoris\u00e9, mais certaines de ses fonctions reposant sur l\u2019IA n\u2019ont pas \u00e9t\u00e9 recens\u00e9es s\u00e9par\u00e9ment.<\/p><p class=\"isSelectedEnd\">Ces deux situations cr\u00e9ent des angles morts diff\u00e9rents. Le shadow AI pose notamment des questions d\u2019autorisation, de confidentialit\u00e9 et de s\u00e9curit\u00e9. L\u2019IA embarqu\u00e9e soul\u00e8ve davantage de questions sur la transparence du fournisseur, les responsabilit\u00e9s contractuelles et l\u2019\u00e9volution des fonctionnalit\u00e9s propos\u00e9es.<\/p><p>Un inventaire utile doit couvrir les deux.<\/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-de501e4 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=\"de501e4\" 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-6a3b62b elementor-widget elementor-widget-heading\" data-id=\"6a3b62b\" 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\">Que faire une fois l'inventaire r\u00e9alis\u00e9 ?<\/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-fb49e68 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=\"fb49e68\" 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-7bf3139 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=\"7bf3139\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36d903e elementor-widget elementor-widget-image\" data-id=\"36d903e\" 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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/guenix.digital\/wp-content\/uploads\/2026\/07\/scraping-des-donnees-150x150.webp\" class=\"attachment-thumbnail size-thumbnail wp-image-7690\" alt=\"\" \/>\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<div class=\"elementor-element elementor-element-830d6f8 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=\"830d6f8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-587b664 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=\"587b664\" 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-92a4d5f elementor-widget elementor-widget-text-editor\" data-id=\"92a4d5f\" 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\">Un syst\u00e8me d\u2019IA non identifi\u00e9 risque d\u2019\u00e9chapper aux processus habituels d\u2019\u00e9valuation, de conformit\u00e9 et de s\u00e9curit\u00e9.<\/p><p class=\"isSelectedEnd\">Les personnes charg\u00e9es de la protection des donn\u00e9es, de la cybers\u00e9curit\u00e9, des risques ou de la conformit\u00e9 ne peuvent intervenir efficacement que si elles savent o\u00f9 et comment l\u2019IA est utilis\u00e9e.<\/p><p class=\"isSelectedEnd\">En l\u2019absence de visibilit\u00e9, plusieurs questions peuvent rester sans r\u00e9ponse :<\/p><ul data-spread=\"false\"><li>Le syst\u00e8me traite-t-il des donn\u00e9es personnelles ?<\/li><li>Ces donn\u00e9es sont-elles utilis\u00e9es sur une base juridique appropri\u00e9e ?<\/li><li>Le fournisseur r\u00e9utilise-t-il certaines donn\u00e9es pour entra\u00eener ou am\u00e9liorer ses mod\u00e8les ?<\/li><li>Le syst\u00e8me influence-t-il une d\u00e9cision concernant une personne ?<\/li><li>Ses r\u00e9sultats peuvent-ils produire des erreurs ou des discriminations ?<\/li><li>Une validation humaine est-elle pr\u00e9vue lorsque cela est n\u00e9cessaire ?<\/li><li>Les responsabilit\u00e9s entre l\u2019organisation et le fournisseur sont-elles clairement d\u00e9finies ?<\/li><li>Les obligations applicables ont-elles \u00e9t\u00e9 identifi\u00e9es ?<\/li><\/ul><p class=\"isSelectedEnd\">Ces questions peuvent relever du r\u00e8glement g\u00e9n\u00e9ral sur la protection des donn\u00e9es (RGPD), du r\u00e8glement europ\u00e9en sur l\u2019intelligence artificielle (AI Act), d\u2019exigences contractuelles ou, plus largement, de la gestion des risques de l\u2019organisation.<\/p><p class=\"isSelectedEnd\">Toutes les utilisations de l\u2019IA ne pr\u00e9sentent pas le m\u00eame niveau de risque et ne sont pas soumises aux m\u00eames obligations. Mais aucune analyse s\u00e9rieuse n\u2019est possible tant que les syst\u00e8mes concern\u00e9s n\u2019ont pas \u00e9t\u00e9 recens\u00e9s.<\/p><p>Les angles morts apparaissent souvent au moment d\u2019un incident, d\u2019une r\u00e9clamation, d\u2019un audit ou d\u2019un contr\u00f4le. \u00c0 ce stade, l\u2019organisation d\u00e9couvre parfois qu\u2019un syst\u00e8me influence depuis longtemps des d\u00e9cisions ou traite des donn\u00e9es sans avoir \u00e9t\u00e9 int\u00e9gr\u00e9 \u00e0 ses dispositifs de gouvernance.<\/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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-91f0334 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=\"91f0334\" 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-fbf826e elementor-widget elementor-widget-heading\" data-id=\"fbf826e\" 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\">Passer de l\u2019invisibilit\u00e9 \u00e0 la ma\u00eetrise<\/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-7a6f00b 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=\"7a6f00b\" 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-4b94fad 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=\"4b94fad\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b25220f 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=\"b25220f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-84e42d8 elementor-widget elementor-widget-text-editor\" data-id=\"84e42d8\" 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\">Le risque n\u2019est pas simplement d\u2019utiliser de l\u2019IA. Il est de l\u2019utiliser sans savoir pr\u00e9cis\u00e9ment o\u00f9 elle intervient, quelles donn\u00e9es elle traite, quelles d\u00e9cisions elle influence et qui en r\u00e9pond.<\/p><p class=\"isSelectedEnd\">Les organisations qui cartographient leurs usages se donnent les moyens d\u2019agir de mani\u00e8re \u00e9clair\u00e9e. Elles peuvent mieux prot\u00e9ger leurs donn\u00e9es, respecter leurs obligations, clarifier les responsabilit\u00e9s et d\u00e9tecter les situations qui n\u00e9cessitent une surveillance renforc\u00e9e.<\/p><p class=\"isSelectedEnd\">La premi\u00e8re \u00e9tape n\u2019est pas n\u00e9cessairement technique ou co\u00fbteuse. Elle consiste \u00e0 regarder honn\u00eatement ce que l\u2019organisation utilise d\u00e9j\u00e0 et \u00e0 le nommer avec pr\u00e9cision.<\/p><p>Car on ne ma\u00eetrise pas ce que l\u2019on n\u2019a pas d\u00e9fini.<\/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-504a6d3 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=\"504a6d3\" 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-e55f83b elementor-widget elementor-widget-image\" data-id=\"e55f83b\" 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 loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/guenix.digital\/wp-content\/uploads\/2026\/08\/passer-de-linvisbilite-et-a-la-maitrise-150x150.webp\" class=\"attachment-thumbnail size-thumbnail wp-image-7909\" alt=\"passer de l&apos;invisbilite\u0301 et a\u0300 la mai\u0302trise\" \/>\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-a87db3c 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=\"a87db3c\" 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-4ab4bd4 elementor-widget elementor-widget-heading\" data-id=\"4ab4bd4\" 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\">Questions fr\u00e9quentes sur le cadrage d'un projet d'IA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44c3749 uael-faq-box-layout-yes align-at-left elementor-widget elementor-widget-uael-faq\" data-id=\"44c3749\" 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-721' 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-1-6aad480bded20\">Comment savoir si mon organisation utilise d\u00e9j\u00e0 de l'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>En r\u00e9alisant un inventaire des usages. L'IA est souvent int\u00e9gr\u00e9e dans des outils achet\u00e9s pour d'autres fonctions : plateformes publicitaires, logiciels de recrutement, services client, outils d'analyse. Passer en revue ces outils et demander \u00e0 leurs fournisseurs s'ils reposent sur des mod\u00e8les d'IA permet de r\u00e9v\u00e9ler des usages jusque-l\u00e0 invisibles.<\/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-2-6aad480bdfccc\">Pourquoi est-il risqu\u00e9 d'utiliser de l'IA sans l'avoir identifi\u00e9e ?<\/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 usage non identifi\u00e9 \u00e9chappe \u00e0 toute \u00e9valuation : ses risques, ses biais, sa conformit\u00e9 au RGPD et \u00e0 l'AI Act ne sont pas v\u00e9rifi\u00e9s. Il peut traiter des donn\u00e9es personnelles ou influencer des d\u00e9cisions sans encadrement. Ces angles morts se r\u00e9v\u00e8lent souvent au moment d'un incident ou d'un contr\u00f4le, trop tard.<\/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-3-6aad480bdfd32\">La publicit\u00e9 en ligne utilise-t-elle de l'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>Fr\u00e9quemment. Le ciblage des audiences, les ench\u00e8res automatiques, la cr\u00e9ation de segments et l'optimisation des campagnes s'appuient souvent sur des mod\u00e8les pr\u00e9dictifs et des syst\u00e8mes d'apprentissage automatique. Une organisation qui fait de la publicit\u00e9 en ligne utilise donc probablement de l'IA, m\u00eame sans l'avoir d\u00e9cid\u00e9 explicitement.<\/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-4-6aad480bdfd90\">Qu'est-ce qu'un inventaire des usages 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>C'est un recensement structur\u00e9 des syst\u00e8mes d'IA pr\u00e9sents dans une organisation. Pour chacun, il pr\u00e9cise les outils concern\u00e9s, les donn\u00e9es utilis\u00e9es, les d\u00e9cisions prises ou influenc\u00e9es, le degr\u00e9 d'autonomie du syst\u00e8me et la personne responsable. Il constitue la base de toute d\u00e9marche de gouvernance de l'IA.<\/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-5-6aad480bdfdeb\">Qu'est-ce que le shadow AI, et pourquoi est-ce un probl\u00e8me ?<\/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>Le shadow AI d\u00e9signe les outils d'IA utilis\u00e9s par des \u00e9quipes sans validation officielle de l'organisation. Ces usages \u00e9chappent aux contr\u00f4les de conformit\u00e9 et de s\u00e9curit\u00e9, et peuvent exposer l'organisation \u00e0 des risques non ma\u00eetris\u00e9s \u2014 notamment en mati\u00e8re de traitement de donn\u00e9es personnelles.<\/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-ae4eba4\" 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-ae4eba4 uael-question-span\" tabindex=\"0\" id=\"uael-faq-6-6aad480bdfe44\">Faut-il une d\u00e9finition pr\u00e9cise de l'IA avant de la gouverner ?<\/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>Oui. Le terme \u00ab IA \u00bb recouvre des r\u00e9alit\u00e9s tr\u00e8s diff\u00e9rentes, des outils d'automatisation simples aux syst\u00e8mes capables d'agir de fa\u00e7on autonome. Sans d\u00e9finition claire, il est impossible de concentrer les efforts de conformit\u00e9 l\u00e0 o\u00f9 les risques sont r\u00e9els.<\/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-5d95904\" 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-5d95904 uael-question-span\" tabindex=\"0\" id=\"uael-faq-7-6aad480bdfe9f\">Par o\u00f9 commencer concr\u00e8tement pour encadrer l'IA dans mon organisation ?<\/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>Par un inventaire structur\u00e9 des usages existants. Il s'agit de recenser les outils concern\u00e9s, les donn\u00e9es qu'ils traitent, les d\u00e9cisions qu'ils influencent, leur niveau d'autonomie et les personnes qui en sont responsables. Cet inventaire constitue la base de toute d\u00e9marche de gouvernance de l'IA.<\/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<div class=\"elementor-element elementor-element-c7233e5 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=\"c7233e5\" 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-b50297f elementor-widget elementor-widget-spacer\" data-id=\"b50297f\" 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-873ff76 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=\"873ff76\" 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-b83ee6d elementor-widget elementor-widget-wpr-post-navigation\" data-id=\"b83ee6d\" 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\/derive-des-modeles-dia-gouvernance-post-deploiement\/\" 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>D\u00e9rive des mod\u00e8les d&#8217;IA : gouvernance post-d\u00e9ploiement<\/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\/cas-pratique-ia-vie-privee-et-cybersecurite-sortir-des-silos-de-risques\/\" class=\"elementor-clearfix\"><div class=\"wpr-post-nav-labels\"><span>Article suivant<\/span><h5>Cas pratique &#8211; IA, vie priv\u00e9e et cybers\u00e9curit\u00e9 : sortir des silos de risques<\/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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Utilisez-vous d\u00e9j\u00e0 de l\u2019IA sans le savoir ? Pourquoi tout commence par un inventaire De nombreuses organisations pensent ne pas encore utiliser d&#8217;intelligence artificielle. En r\u00e9alit\u00e9, elles en utilisent souvent d\u00e9j\u00e0, sans l&#8217;avoir identifi\u00e9e. Cet article explique pourquoi l&#8217;IA est fr\u00e9quemment pr\u00e9sente sans \u00eatre nomm\u00e9e, pourquoi c&#8217;est un angle mort \u00e0 risque, et comment y<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_canvas","format":"standard","meta":{"_acf_changed":false,"_surecart_dashboard_logo_width":"180px","_surecart_dashboard_show_logo":true,"_surecart_dashboard_navigation_orders":true,"_surecart_dashboard_navigation_invoices":true,"_surecart_dashboard_navigation_subscriptions":true,"_surecart_dashboard_navigation_downloads":true,"_surecart_dashboard_navigation_billing":true,"_surecart_dashboard_navigation_account":true,"_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-7896","post","type-post","status-publish","format-standard","hentry","category-actualites"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"Accueil A propos Services Adoptez l\u2019IA en toute confiance IA pour le marketing et l\u2019acquisition Ressources Analyses Diagnostic IA Accueil A propos Services Adoptez l\u2019IA en toute confiance IA pour le marketing et l\u2019acquisition Ressources Analyses Diagnostic IA Utilisez-vous d\u00e9j\u00e0 de l\u2019IA sans le savoir ? 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class=\\\"font-claude-response-body break-words whitespace-normal\\\" dir=\\\"ltr\\\" data-sourcepos=\\\"27:1-27:280;3217-3496\\\">La premi\\u00e8re \\u00e9tape d'une d\\u00e9marche s\\u00e9rieuse n'est pas d'\\u00e9crire une charte ni d'acheter un nouvel outil. C'est de r\\u00e9aliser un inventaire honn\\u00eate des usages d'IA d\\u00e9j\\u00e0 pr\\u00e9sents dans l'organisation. 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C'est \\u00e0 partir de cette cartographie que tout le reste devient possible : \\u00e9valuer les risques, v\\u00e9rifier la conformit\\u00e9, clarifier les responsabilit\\u00e9s.<\\\/p>\",\"typography_typography\":\"custom\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"2554990\"}],\"__globals__\":{\"text_color\":\"globals\\\/colors?id=53a0e3b4\"}},\"elements\":[],\"widgetType\":\"text-editor\"}],\"isInner\":true}],\"isInner\":false},{\"id\":\"7d22239\",\"elType\":\"container\",\"settings\":{\"flex_direction\":\"column\",\"display_condition_list\":[{\"display_condition_login_status\":\"subscriber\",\"_id\":\"eceefcb\"}],\"hover_parallax\":[{\"layer_position_vr\":{\"unit\":\"%\",\"size\":30},\"layer_position_hr\":{\"unit\":\"%\",\"size\":40},\"_id\":\"0018ca7\"},{\"layer_position_vr\":{\"unit\":\"%\",\"size\":60},\"layer_position_hr\":{\"unit\":\"%\",\"size\":20},\"_id\":\"b8092bb\"}],\"background_background\":\"classic\",\"__globals__\":{\"background_color\":\"globals\\\/colors?id=22070044\"}},\"elements\":[{\"id\":\"a8419d1\",\"elType\":\"widget\",\"settings\":{\"editor\":\"<h4><span style=\\\"color: #000000;\\\">L\\u2019inventaire doit couvrir l\\u2019IA visible et l\\u2019IA invisible<\\\/span><\\\/h4><p class=\\\"isSelectedEnd\\\">Deux cat\\u00e9gories d\\u2019usages m\\u00e9ritent une attention particuli\\u00e8re.<\\\/p><p class=\\\"isSelectedEnd\\\">La premi\\u00e8re est le <strong>shadow AI<\\\/strong>, c\\u2019est-\\u00e0-dire l\\u2019utilisation d\\u2019outils d\\u2019IA par des collaborateurs ou des \\u00e9quipes sans validation officielle de l\\u2019organisation. Cela peut inclure, par exemple, l\\u2019utilisation d\\u2019un service g\\u00e9n\\u00e9ratif grand public pour traiter des informations professionnelles.<\\\/p><p class=\\\"isSelectedEnd\\\">La seconde est l\\u2019<strong>IA embarqu\\u00e9e<\\\/strong> dans les produits de fournisseurs. Dans ce cas, l\\u2019outil a bien \\u00e9t\\u00e9 achet\\u00e9 ou autoris\\u00e9, mais certaines de ses fonctions reposant sur l\\u2019IA n\\u2019ont pas \\u00e9t\\u00e9 recens\\u00e9es s\\u00e9par\\u00e9ment.<\\\/p><p class=\\\"isSelectedEnd\\\">Ces deux situations cr\\u00e9ent des angles morts diff\\u00e9rents. Le shadow AI pose notamment des questions d\\u2019autorisation, de confidentialit\\u00e9 et de s\\u00e9curit\\u00e9. 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class=\\\"isSelectedEnd\\\">Un syst\\u00e8me d\\u2019IA non identifi\\u00e9 risque d\\u2019\\u00e9chapper aux processus habituels d\\u2019\\u00e9valuation, de conformit\\u00e9 et de s\\u00e9curit\\u00e9.<\\\/p><p class=\\\"isSelectedEnd\\\">Les personnes charg\\u00e9es de la protection des donn\\u00e9es, de la cybers\\u00e9curit\\u00e9, des risques ou de la conformit\\u00e9 ne peuvent intervenir efficacement que si elles savent o\\u00f9 et comment l\\u2019IA est utilis\\u00e9e.<\\\/p><p class=\\\"isSelectedEnd\\\">En l\\u2019absence de visibilit\\u00e9, plusieurs questions peuvent rester sans r\\u00e9ponse :<\\\/p><ul data-spread=\\\"false\\\"><li>Le syst\\u00e8me traite-t-il des donn\\u00e9es personnelles ?<\\\/li><li>Ces donn\\u00e9es sont-elles utilis\\u00e9es sur une base juridique appropri\\u00e9e ?<\\\/li><li>Le fournisseur r\\u00e9utilise-t-il certaines donn\\u00e9es pour entra\\u00eener ou am\\u00e9liorer ses mod\\u00e8les ?<\\\/li><li>Le syst\\u00e8me influence-t-il une 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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-2847b47 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=\\\"2847b47\\\" 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-19d433b elementor-widget elementor-widget-image\\\" data-id=\\\"19d433b\\\" 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\\\/IA-150x150.webp\\\" class=\\\"attachment-thumbnail size-thumbnail wp-image-7905\\\" alt=\\\"Pourquoi utilise l&apos;IA sans le savoir ?\\\" \\\/>\\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-16accd7 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=\\\"16accd7\\\" 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-2683789 elementor-widget elementor-widget-heading\\\" data-id=\\\"2683789\\\" 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\\\">Pourquoi ces usages invisibles constituent-ils un risque ?<\\\/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-d7f7308 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=\\\"d7f7308\\\" 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-1301e54 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=\\\"1301e54\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\">\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-00e958b elementor-widget elementor-widget-image\\\" data-id=\\\"00e958b\\\" 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\\\/Risques-150x150.webp\\\" class=\\\"attachment-thumbnail size-thumbnail wp-image-7906\\\" alt=\\\"Risques IA\\\" \\\/>\\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<div class=\\\"elementor-element elementor-element-44b7443 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=\\\"44b7443\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" data-settings=\\\"{&quot;background_background&quot;:&quot;classic&quot;}\\\">\\n\\t\\t<div class=\\\"elementor-element elementor-element-e2f83e7 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=\\\"e2f83e7\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\">\\n\\t\\t[elementor-element k=\\\"fea82a2c8f14c12ddd617e595b81a5d2\\\" data=\\\"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\\\"]\\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-80865d7 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=\\\"80865d7\\\" 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-a5dcc24 elementor-widget elementor-widget-heading\\\" data-id=\\\"a5dcc24\\\" 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 mot \\u00ab IA \\u00bb d\\u00e9signe-t-il une seule r\\u00e9alit\\u00e9 ?<\\\/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-fc93079 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=\\\"fc93079\\\" 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-e4d02cf 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=\\\"e4d02cf\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\">\\n\\t\\t<div class=\\\"elementor-element elementor-element-df9e586 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=\\\"df9e586\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\" 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class=\\\"elementor-element elementor-element-6eb7b70 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=\\\"6eb7b70\\\" 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-061bcd6 elementor-widget elementor-widget-image\\\" data-id=\\\"061bcd6\\\" 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\\\/07\\\/Probleme-metier-150x150.jpg\\\" class=\\\"attachment-thumbnail size-thumbnail wp-image-7707\\\" alt=\\\"Probl\\u00e8me m\\u00e9tier IA\\\" \\\/>\\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-1154bc2 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=\\\"1154bc2\\\" 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-2a23b9c elementor-widget elementor-widget-heading\\\" data-id=\\\"2a23b9c\\\" 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\\\">Comment r\\u00e9aliser un inventaire des usages d'IA 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class=\\\"elementor-element elementor-element-91f0334 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=\\\"91f0334\\\" 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-fbf826e elementor-widget elementor-widget-heading\\\" data-id=\\\"fbf826e\\\" 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\\\">Passer de l\\u2019invisibilit\\u00e9 \\u00e0 la ma\\u00eetrise<\\\/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-7a6f00b 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=\\\"7a6f00b\\\" 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-4b94fad 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=\\\"4b94fad\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\">\\n\\t\\t<div class=\\\"elementor-element elementor-element-b25220f 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=\\\"b25220f\\\" data-element_type=\\\"container\\\" data-e-type=\\\"container\\\">\\n\\t\\t[elementor-element k=\\\"fea82a2c8f14c12ddd617e595b81a5d2\\\" 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class=\\\"elementor-element elementor-element-504a6d3 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=\\\"504a6d3\\\" 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-e55f83b elementor-widget elementor-widget-image\\\" data-id=\\\"e55f83b\\\" 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\\\/passer-de-linvisbilite-et-a-la-maitrise-150x150.webp\\\" class=\\\"attachment-thumbnail size-thumbnail wp-image-7909\\\" alt=\\\"passer de l&apos;invisbilite\\u0301 et a\\u0300 la mai\\u0302trise\\\" \\\/>\\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-a87db3c 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=\\\"a87db3c\\\" 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-4ab4bd4 elementor-widget elementor-widget-heading\\\" data-id=\\\"4ab4bd4\\\" 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\\\">Questions fr\\u00e9quentes sur le cadrage d'un projet d'IA<\\\/h2>\\t\\t\\t\\t<\\\/div>\\n\\t\\t\\t\\t<div class=\\\"elementor-element elementor-element-44c3749 uael-faq-box-layout-yes align-at-left elementor-widget elementor-widget-uael-faq\\\" data-id=\\\"44c3749\\\" 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-721' 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-1-6aad480bded20\\\">Comment savoir si mon organisation utilise d\\u00e9j\\u00e0 de l'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>En r\\u00e9alisant un inventaire des usages. L'IA est souvent int\\u00e9gr\\u00e9e dans des outils achet\\u00e9s pour d'autres fonctions : plateformes publicitaires, logiciels de recrutement, services client, outils d'analyse. Passer en revue ces outils et demander \\u00e0 leurs fournisseurs s'ils reposent sur des mod\\u00e8les d'IA permet de r\\u00e9v\\u00e9ler des usages jusque-l\\u00e0 invisibles.<\\\/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-2-6aad480bdfccc\\\">Pourquoi est-il risqu\\u00e9 d'utiliser de l'IA sans l'avoir identifi\\u00e9e ?<\\\/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 usage non identifi\\u00e9 \\u00e9chappe \\u00e0 toute \\u00e9valuation : ses risques, ses biais, sa conformit\\u00e9 au RGPD et \\u00e0 l'AI Act ne sont pas v\\u00e9rifi\\u00e9s. Il peut traiter des donn\\u00e9es personnelles ou influencer des d\\u00e9cisions sans encadrement. Ces angles morts se r\\u00e9v\\u00e8lent souvent au moment d'un incident ou d'un contr\\u00f4le, trop tard.<\\\/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-3-6aad480bdfd32\\\">La publicit\\u00e9 en ligne utilise-t-elle de l'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>Fr\\u00e9quemment. Le ciblage des audiences, les ench\\u00e8res automatiques, la cr\\u00e9ation de segments et l'optimisation des campagnes s'appuient souvent sur des mod\\u00e8les pr\\u00e9dictifs et des syst\\u00e8mes d'apprentissage automatique. Une organisation qui fait de la publicit\\u00e9 en ligne utilise donc probablement de l'IA, m\\u00eame sans l'avoir d\\u00e9cid\\u00e9 explicitement.<\\\/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-4-6aad480bdfd90\\\">Qu'est-ce qu'un inventaire des usages 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>C'est un recensement structur\\u00e9 des syst\\u00e8mes d'IA pr\\u00e9sents dans une organisation. Pour chacun, il pr\\u00e9cise les outils concern\\u00e9s, les donn\\u00e9es utilis\\u00e9es, les d\\u00e9cisions prises ou influenc\\u00e9es, le degr\\u00e9 d'autonomie du syst\\u00e8me et la personne responsable. Il constitue la base de toute d\\u00e9marche de gouvernance de l'IA.<\\\/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-5-6aad480bdfdeb\\\">Qu'est-ce que le shadow AI, et pourquoi est-ce un probl\\u00e8me ?<\\\/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>Le shadow AI d\\u00e9signe les outils d'IA utilis\\u00e9s par des \\u00e9quipes sans validation officielle de l'organisation. Ces usages \\u00e9chappent aux contr\\u00f4les de conformit\\u00e9 et de s\\u00e9curit\\u00e9, et peuvent exposer l'organisation \\u00e0 des risques non ma\\u00eetris\\u00e9s \\u2014 notamment en mati\\u00e8re de traitement de donn\\u00e9es personnelles.<\\\/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-ae4eba4\\\" 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-ae4eba4 uael-question-span\\\" tabindex=\\\"0\\\" id=\\\"uael-faq-6-6aad480bdfe44\\\">Faut-il une d\\u00e9finition pr\\u00e9cise de l'IA avant de la gouverner ?<\\\/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>Oui. Le terme \\u00ab IA \\u00bb recouvre des r\\u00e9alit\\u00e9s tr\\u00e8s diff\\u00e9rentes, des outils d'automatisation simples aux syst\\u00e8mes capables d'agir de fa\\u00e7on autonome. Sans d\\u00e9finition claire, il est impossible de concentrer les efforts de conformit\\u00e9 l\\u00e0 o\\u00f9 les risques sont r\\u00e9els.<\\\/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-5d95904\\\" 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-5d95904 uael-question-span\\\" tabindex=\\\"0\\\" id=\\\"uael-faq-7-6aad480bdfe9f\\\">Par o\\u00f9 commencer concr\\u00e8tement pour encadrer l'IA dans mon organisation ?<\\\/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>Par un inventaire structur\\u00e9 des usages existants. Il s'agit de recenser les outils concern\\u00e9s, les donn\\u00e9es qu'ils traitent, les d\\u00e9cisions qu'ils influencent, leur niveau d'autonomie et les personnes qui en sont responsables. Cet inventaire constitue la base de toute d\\u00e9marche de gouvernance de l'IA.<\\\/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<div class=\\\"elementor-element elementor-element-c7233e5 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=\\\"c7233e5\\\" 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-b50297f elementor-widget elementor-widget-spacer\\\" data-id=\\\"b50297f\\\" 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-873ff76 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=\\\"873ff76\\\" 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\",\"scripts\":[],\"styles\":[]}}"]},"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"trp-custom-language-flag":false},"uagb_author_info":{"display_name":"anastasie","author_link":"https:\/\/guenix.digital\/fr\/author\/anastasie\/"},"uagb_comment_info":0,"uagb_excerpt":"Utilisez-vous d\u00e9j\u00e0 de l\u2019IA sans le savoir ? Pourquoi tout commence par un inventaire De nombreuses organisations pensent ne pas encore utiliser d&#8217;intelligence artificielle. En r\u00e9alit\u00e9, elles en utilisent souvent d\u00e9j\u00e0, sans l&#8217;avoir identifi\u00e9e. Cet article explique pourquoi l&#8217;IA est fr\u00e9quemment pr\u00e9sente sans \u00eatre nomm\u00e9e, pourquoi c&#8217;est un angle mort \u00e0 risque, et comment y","_links":{"self":[{"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/posts\/7896","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=7896"}],"version-history":[{"count":31,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/posts\/7896\/revisions"}],"predecessor-version":[{"id":8129,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/posts\/7896\/revisions\/8129"}],"wp:attachment":[{"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/media?parent=7896"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/categories?post=7896"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/guenix.digital\/fr\/wp-json\/wp\/v2\/tags?post=7896"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}