{"id":14094,"date":"2023-09-13T14:43:03","date_gmt":"2023-09-13T12:43:03","guid":{"rendered":"https:\/\/dev.jems-group.com\/?p=14094"},"modified":"2026-04-23T16:30:26","modified_gmt":"2026-04-23T14:30:26","slug":"lia-generative-va-valoriser-vos-services","status":"publish","type":"post","link":"https:\/\/www.jems-group.com\/fr\/actualites\/lia-generative-va-valoriser-vos-services\/","title":{"rendered":"L\u2019IA g\u00e9n\u00e9rative va valoriser vos services"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14094\" class=\"elementor elementor-14094\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-240e634 e-flex e-con-boxed e-con e-parent\" data-id=\"240e634\" 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-9222b5a elementor-widget elementor-widget-global elementor-global-12335 elementor-widget-breadcrumbs\" data-id=\"9222b5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"breadcrumbs.default\">\n\t\t\t\t\t<p id=\"breadcrumbs\"><span><span><a href=\"https:\/\/www.jems-group.com\/fr\/\">Accueil<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-816de0c e-con-full e-flex e-con e-child\" data-id=\"816de0c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-798d721 e-con-full e-flex e-con e-child\" data-id=\"798d721\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e053f1d elementor-widget elementor-widget-heading\" data-id=\"e053f1d\" 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\">L\u2019IA g\u00e9n\u00e9rative va valoriser vos services<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b09188 elementor-widget elementor-widget-post-info\" data-id=\"9b09188\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-7c979de\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t<span class=\"elementor-post-info__item-prefix\">Publi\u00e9 le <\/span>\n\t\t\t\t\t\t\t\t\t\t<time>13 septembre 2023<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\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-d01628e e-flex e-con-boxed e-con e-parent\" data-id=\"d01628e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea1bcb3 elementor-widget elementor-widget-text-editor\" data-id=\"ea1bcb3\" 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><b>\u00ab l\u2019IA g\u00e9n\u00e9rative et ses possibilit\u00e9s \u00bb. \u00bb (5\/5). L\u2019intelligence artificielle a n\u00e9cessit\u00e9 de chercher de nouvelles fa\u00e7on de raffiner, indexer et stocker l\u2019information. Les vecteurs math\u00e9matiques sont les objets les plus propices \u00e0 stocker l\u2019information de donn\u00e9es de nature divers en les rationalisant gr\u00e2ce aux savoir math\u00e9matique. C\u2019est ainsi qu\u2019est n\u00e9e l\u2019id\u00e9e de la base de donn\u00e9es vectorielle. Dans cet article un peu plus technique nous d\u00e9couvrirons les bases de donn\u00e9es vectorielles, \u00e9galement appel\u00e9es bases de donn\u00e9es de vecteurs, qui jouent un r\u00f4le fondamental dans le stockage, la recherche et la manipulation de donn\u00e9es complexes.<\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-afd79a7 elementor-widget elementor-widget-image\" data-id=\"afd79a7\" 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 fetchpriority=\"high\" decoding=\"async\" width=\"400\" height=\"263\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/09\/IA-generative-valorise-les-services.webp\" class=\"attachment-large size-large wp-image-14096\" alt=\"IA generative valorise les services\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/09\/IA-generative-valorise-les-services.webp 400w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/09\/IA-generative-valorise-les-services-300x197.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/09\/IA-generative-valorise-les-services-18x12.webp 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c5a80c7 elementor-widget elementor-widget-heading\" data-id=\"c5a80c7\" 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\">Les diff\u00e9rents modes d\u2019utilisation de generative IA\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26451b2 elementor-widget elementor-widget-text-editor\" data-id=\"26451b2\" 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>Les mod\u00e8les utilis\u00e9s pour l\u2019IA g\u00e9n\u00e9rative sont les fameux LLMs. Le nom est en soit explicite\u00a0: ce sont des mod\u00e8les informatiques produits en traitant des tr\u00e8s tr\u00e8s grands volumes de texte. Bien \u00e9videmment, ce n\u2019est pas le genre d\u2019exercice qu\u2019une soci\u00e9t\u00e9 peut reproduire seule et il convient d\u00e8s lors de pr\u00e9ciser les modes d\u2019adoption envisageables.<\/p><p>Si une entreprise veut utiliser une IA g\u00e9n\u00e9rative, elle a 4 et seulement 4 options\u00a0:<\/p><ol><li>Utiliser un mod\u00e8le standard d\u00e9j\u00e0 entrain\u00e9 avec contexte\u00a0;<\/li><li>Personnaliser (ou entrainer) un mod\u00e8le existant\u00a0;<\/li><li>Utiliser un mix des deux\u00a0;<\/li><li>Utiliser un mod\u00e8le sp\u00e9cialis\u00e9.<\/li><\/ol><p>\u00a0<\/p><p>Nous allons passer en revue ces 4 options\u00a0:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d11a92d elementor-widget elementor-widget-heading\" data-id=\"d11a92d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Mod\u00e8le d\u00e9j\u00e0 entrain\u00e9\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d5cbd2 elementor-widget elementor-widget-text-editor\" data-id=\"5d5cbd2\" 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>L\u2019utilisation d\u2019un mod\u00e8le dans l\u2019\u00e9tat revient \u00e0 parler de \u00ab\u00a0prompt engineering\u00a0\u00bb. En termes vulgaires, c\u2019est vraiment l\u2019art de poser une (bonne) question \u00e0 un mod\u00e8le. C\u2019est, par construction, la solution \u00ab\u00a0low cost\u00a0\u00bb d\u2019utilisation d\u2019un mod\u00e8le car ne n\u00e9cessitant qu\u2019un travail sur l\u2019utilisation de la solution et non un travail de personnalisation particulier. Deux sous-options s\u2019offrent alors \u00e0 vous\u00a0:<\/p><ul><li>L\u2019utilisation d\u2019une version SaaS<br \/>C\u2019est la solution la plus simple. Un jeu complet d\u2019API permet de travailler directement avec la solution. Vous b\u00e9n\u00e9ficiez ainsi d\u2019une solution performante et toujours disponible.<br \/>Le revers de la m\u00e9daille, comme souvent, peut \u00eatre le prix la facturation s\u2019effectuant fondamentalement au volume. Le risque \u00e9tant alors qu\u2019une utilisation intensive se traduise par un cout important.<\/li><li>L\u2019installation d\u2019une solution sur votre propre machine. C\u2019est possible avec des mod\u00e8les\u00a0\u00ab\u00a0open source\u00a0\u00bb. Il y aura d\u00e8s lors un peu plus de travail d\u2019int\u00e9gration mais la proc\u00e9dure est relativement simple.<\/li><\/ul><p>L\u2019art du \u00ab\u00a0prompt engineering\u00a0\u00bb sera alors de fournir une question avec suffisamment de contexte pour le mod\u00e8le g\u00e9n\u00e9rique puisse r\u00e9pondre \u00e0 votre question sp\u00e9cifique.<\/p><ul><li>Des exemples d\u2019utilisation pourront \u00eatre par exemple des travaux sur la g\u00e9n\u00e9ration de code, une analyse de documents s\u00e9lectionn\u00e9s (recherche s\u00e9mantique) ou bien encore des interrogations de services internes \u00e0 l\u2019entreprise. L\u2019IA g\u00e9n\u00e9rative contribuant d\u00e8s lors \u00e0 acc\u00e9l\u00e9rer la mise en place de nouvelles solutions.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0335d94 elementor-widget elementor-widget-heading\" data-id=\"0335d94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Mod\u00e8le avec personnalisation\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53264e0 elementor-widget elementor-widget-text-editor\" data-id=\"53264e0\" 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>Chaque domaine d\u2019activit\u00e9 est diff\u00e9rent. La personnalisation devient alors n\u00e9cessaire. La proc\u00e9dure est alors d\u2019affiner le syst\u00e8me (\u00ab\u00a0fine tune\u00a0\u00bb) gr\u00e2ce \u00e0 la soumission d\u2019exemples. La complexit\u00e9 sera alors de fournir la documentation appropri\u00e9e ou bien encore les exemples de r\u00e9ponses que l\u2019on souhaite avoir dans un contexte donn\u00e9.<\/p><p>Un entrainement doit alors \u00eatre r\u00e9alis\u00e9 qui conduira \u00e0 la g\u00e9n\u00e9ration d\u2019un nouveau mod\u00e8le plus sp\u00e9cifique. La charge (et le co\u00fbt) d\u2019un tel exercice d\u00e9pendra de la complexit\u00e9 du contenu et du niveau de pr\u00e9cision attendu mais permettra de fournir une base r\u00e9utilisable \u00e0 l\u2019infini.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-26edf40 elementor-widget elementor-widget-heading\" data-id=\"26edf40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Mod\u00e8le hybride\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a12e6b9 elementor-widget elementor-widget-text-editor\" data-id=\"a12e6b9\" 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>Le mod\u00e8le combin\u00e9 vise \u00e0 construire un \u00e9quilibre entre le cout d\u2019entrainement sur patrimoine de donn\u00e9es stables et l\u2019adaptation \u00e0 un contexte particulier.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2115d2b elementor-widget elementor-widget-heading\" data-id=\"2115d2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Mod\u00e8les sp\u00e9cialis\u00e9s\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-903a3e4 elementor-widget elementor-widget-text-editor\" data-id=\"903a3e4\" 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>L\u2019IA G\u00e9n\u00e9rative ne se limite pas aux travaux \u00e0 base de texte. JEMS, maitrise un catalogue complet de solutions pouvant r\u00e9pondre \u00e0 d\u2019autres usages li\u00e9s au son, \u00e0 l\u2019image et autres.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b94c2b elementor-widget elementor-widget-heading\" data-id=\"9b94c2b\" 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\">Quelle technologie choisir ?\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b72e217 elementor-widget elementor-widget-text-editor\" data-id=\"b72e217\" 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>En fonction des besoins de votre entreprise, am\u00e9liorer votre productivit\u00e9 (mod\u00e8le 1) ou cr\u00e9er de nouveaux services (Mod\u00e8le 2-4) tel ou tel technologie sera envisag\u00e9e. JEMS est agnostique des technologies mais poss\u00e8de un savoir faire unique dans la m\u00e9thodologie de cr\u00e9ation de patrimoine de donn\u00e9es. Cette m\u00e9thode a fait ses preuves parmi les plus grands clients du CAC40. JEMS a les capacit\u00e9s et le savoir-faire pour urbaniser les produits \u00e0 base de g\u00e9n\u00e9rative IA dans une vision plus globale.<\/p><p>En somme, la capacit\u00e9 de JEMS \u00e0 adapter les LLMs \u00e0 vos besoins en plus de son expertise sur les autres types de mod\u00e8les d\u2019intelligence artificielle\u00a0; vous permettra d\u2019\u00eatre accompagn\u00e9 au mieux pour concr\u00e9tiser vos id\u00e9es des simples au plus complexes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-635e819 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"635e819\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/fr\/contact\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Contactez-nous<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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-50e6d0f e-flex e-con-boxed e-con e-parent\" data-id=\"50e6d0f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36ed447 elementor-widget elementor-widget-heading\" data-id=\"36ed447\" 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\">PLUS DE RESSOURCES<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-768cf3d elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"768cf3d\" data-element_type=\"widget\" data-e-type=\"widget\" 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.elementor-element.elementor-element-8a27494{padding:03% 05% 03% 05%;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button-content-wrapper{flex-direction:row-reverse;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button .elementor-button-content-wrapper{gap:10px;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button{font-size:16px;font-weight:700;text-decoration:underline;fill:var( --e-global-color-primary );color:var( --e-global-color-primary );background-color:#02010100;}.elementor-12041 .elementor-element.elementor-element-7444ac3{padding:0px 0px 0px 0px;}\/* Start custom CSS for button, class: .elementor-element-7444ac3 *\/.elementor-12041 .elementor-element.elementor-element-7444ac3 {\r\n    margin-top: auto !important;\r\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-18476 post-18476 post type-post status-publish format-standard has-post-thumbnail hentry category-ia\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" 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-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/05\/AI-and-GenAI-1024x576.png\" class=\"attachment-large size-large wp-image-18479\" alt=\"Illustration du data fabric reliant donn\u00e9es, usages et IA g\u00e9n\u00e9rative en entreprise\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/05\/AI-and-GenAI-1024x576.png 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/05\/AI-and-GenAI-300x169.png 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/05\/AI-and-GenAI-768x432.png 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/05\/AI-and-GenAI-1536x864.png 1536w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/05\/AI-and-GenAI-18x10.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/05\/AI-and-GenAI.png 1672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/fr\/actualites\/metadonnees-actives-data-fabric-ia-generative-industrialisation\/\">M\u00e9tadonn\u00e9es actives, data fabric et IA g\u00e9n\u00e9rative : la nouvelle base de confiance pour industrialiser l\u2019IA en entreprise<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/fr\/actualites\/metadonnees-actives-data-fabric-ia-generative-industrialisation\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg 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e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" 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-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"448\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-1024x574.webp\" class=\"attachment-large size-large wp-image-13367\" alt=\"IA Act m\u00e9thode\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-1024x574.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-300x168.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-768x430.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-18x10.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode.webp 1456w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/fr\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">AI Act 2026 : Ce qui a chang\u00e9 depuis janvier et comment s\u00e9curiser sa trajectoire de conformit\u00e9 ?<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element 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data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"419\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-1024x536.webp\" class=\"attachment-large size-large wp-image-12778\" alt=\"PAC RADAR JEMS 2026\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-1024x536.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-300x157.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-768x402.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-18x9.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/fr\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">IA souveraine : un enjeu business, r\u00e9glementaire et strat\u00e9gique pour les entreprises fran\u00e7aises<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/fr\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-febab78 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"febab78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/fr\/actualites\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explorer nos actualit\u00e9s<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>L\u2019expansion de l\u2019intelligence artificielle g\u00e9n\u00e9rative ouvre de nouvelles perspectives innovantes avec des d\u00e9fis complexes pour les entreprises. Si les deux moteurs ChatGPT et MidJourney ont beaucoup fait parler d\u2019eux dans le grand public, qu\u2019en est-il en entreprise ? ChatGPT oui mais pourquoi faire ? en quoi cela peut me valoriser mes services ? Chez JEMS, nous sommes conscients de l\u2019importance cruciale pour nos clients d\u2019exploiter leurs donn\u00e9es de fa\u00e7on massive \u00e0 l\u2019aide des LLMs (Large Language Model).<\/p>\n","protected":false},"author":5,"featured_media":14096,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[15],"tags":[],"class_list":["post-14094","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>L\u2019IA g\u00e9n\u00e9rative va valoriser vos services - JEMS<\/title>\n<meta name=\"description\" content=\"L\u2019IA g\u00e9n\u00e9rative aide les entreprises \u00e0 valoriser leurs services gr\u00e2ce aux LLM, au prompt engineering et \u00e0 la personnalisation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.jems-group.com\/fr\/actualites\/lia-generative-va-valoriser-vos-services\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"L\u2019IA g\u00e9n\u00e9rative va valoriser vos services - 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