{"id":13288,"date":"2025-10-22T17:33:52","date_gmt":"2025-10-22T15:33:52","guid":{"rendered":"https:\/\/dev.jems-group.com\/?p=13288"},"modified":"2026-04-23T16:12:02","modified_gmt":"2026-04-23T14:12:02","slug":"artificial-intelligence-agents-are-reinventing-the-exhibition-and-consumption-of-data-products","status":"publish","type":"post","link":"https:\/\/www.jems-group.com\/en\/actualites\/les-agents-dintelligence-artificielle-reinventer-lexposition-et-la-consommation-des-data-products\/","title":{"rendered":"AI Agents: Reinventing the Exposure and Consumption of Data Products"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13288\" class=\"elementor elementor-13288\" 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-62b218c elementor-widget elementor-widget-global elementor-global-12335 elementor-widget-breadcrumbs\" data-id=\"62b218c\" 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\">Les Agents d\u2019Intelligence Artificielle : R\u00e9inventer l\u2019exposition et la consommation des Data Products<\/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>22 October 2025<\/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-0976b1b elementor-widget elementor-widget-text-editor\" data-id=\"0976b1b\" 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>80% des Data Products cr\u00e9\u00e9s en entreprise ne sont jamais utilis\u00e9s. Ce constat illustre un paradoxe : malgr\u00e9 des investissements importants pour structurer, fiabiliser et gouverner les donn\u00e9es, leur usage reste souvent limit\u00e9.<br \/>Trop fr\u00e9quemment enferm\u00e9e dans des syst\u00e8mes rigides et complexes, la donn\u00e9e circule mal entre les \u00e9quipes.<\/p>\n<p>Une nouvelle g\u00e9n\u00e9ration d\u2019outils change la donne : les agents d\u2019intelligence artificielle. Ces assistants num\u00e9riques autonomes dialoguent avec l\u2019utilisateur en langage naturel, identifient les donn\u00e9es utiles, les transforment et les pr\u00e9sentent au bon moment, sous la forme la plus adapt\u00e9e.Ils ne se contentent plus d\u2019automatiser : ils rendent l\u2019acc\u00e8s \u00e0 la donn\u00e9e plus souple, proactif et contextuel.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d44426 elementor-widget elementor-widget-heading\" data-id=\"5d44426\" 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\">1. Le paradoxe de l\u2019abondance data\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-658453b elementor-widget elementor-widget-text-editor\" data-id=\"658453b\" 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 entreprises n\u2019ont jamais dispos\u00e9 d\u2019autant de donn\u00e9es : tableaux de bord, rapports automatis\u00e9s, API ou mod\u00e8les pr\u00e9dictifs.<\/p><p>Pourtant, une grande partie de cette richesse n\u2019est jamais exploit\u00e9e par ceux qui en ont le plus besoin.<\/p><p>Les \u00e9quipes m\u00e9tiers peinent \u00e0 trouver les bonnes sources, \u00e0 comprendre les termes techniques ou \u00e0 combiner plusieurs jeux de donn\u00e9es pour r\u00e9pondre \u00e0 une question pr\u00e9cise.<\/p><p>R\u00e9sultat : un \u00e9cart croissant entre le potentiel de la donn\u00e9e et sa valeur r\u00e9elle dans le quotidien, avec un retour sur investissement souvent d\u00e9cevant.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c53b39 elementor-widget elementor-widget-image\" data-id=\"8c53b39\" 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=\"768\" height=\"512\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/Agents-IA-et-data-products-768x512.webp\" class=\"attachment-medium_large size-medium_large wp-image-13291\" alt=\"Agents IA et data products\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/Agents-IA-et-data-products-768x512.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/Agents-IA-et-data-products-300x200.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/Agents-IA-et-data-products-1024x683.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/Agents-IA-et-data-products-18x12.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/Agents-IA-et-data-products.webp 1344w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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-5b3c680 elementor-widget elementor-widget-heading\" data-id=\"5b3c680\" 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\">2. Les limites des architectures Data actuelles\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aac2699 elementor-widget elementor-widget-text-editor\" data-id=\"aac2699\" 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 architectures actuelles ont \u00e9t\u00e9 con\u00e7ues pour des besoins stables. D\u00e8s que la demande \u00e9volue, elles montrent leurs limites.<\/p><p>D\u00e9couvrir les Data Products suppose de ma\u00eetriser des outils r\u00e9serv\u00e9s \u00e0 des sp\u00e9cialistes.<\/p><p>La personnalisation reste basique : filtres, param\u00e8tres\u2026 mais l\u2019utilisateur doit toujours savoir o\u00f9 chercher et comment formuler sa requ\u00eate.<\/p><p>L\u2019acc\u00e8s \u00e0 la donn\u00e9e reste passif : il faut la solliciter pour qu\u2019elle r\u00e9ponde.<\/p><p>Ces contraintes freinent l\u2019adoption et cr\u00e9ent de la frustration, autant pour les m\u00e9tiers que pour les \u00e9quipes data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad7e6ad elementor-widget elementor-widget-heading\" data-id=\"ad7e6ad\" 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\">3. L\u2019Agent IA : un nouvel interlocuteur pour la donn\u00e9e\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40462ce elementor-widget elementor-widget-text-editor\" data-id=\"40462ce\" 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>Contrairement aux syst\u00e8mes classiques, l\u2019agent IA agit comme un v\u00e9ritable\u00a0<strong>assistant personnel de la donn\u00e9e<\/strong>.<\/p><p>Il comprend une question formul\u00e9e en langage naturel, en saisit le contexte, recherche les bonnes informations et les assemble pour formuler une r\u00e9ponse exploitable.<\/p><p>Ses forces :<\/p><ul><li><strong>Comprendre l\u2019intention<\/strong>, m\u00eame si elle est formul\u00e9e de mani\u00e8re vague ou incompl\u00e8te.<\/li><li><strong>Adapter sa r\u00e9ponse au profil<\/strong>\u00a0: un directeur obtient une synth\u00e8se, un analyste re\u00e7oit les donn\u00e9es brutes.<\/li><li><strong>Combiner plusieurs sources pour cr\u00e9er une vue pertinente<\/strong>, sans que l\u2019utilisateur ait \u00e0 savoir d\u2019o\u00f9 vient l\u2019information.<\/li><li><strong>S\u2019am\u00e9liorer en continu<\/strong>\u00a0\u00e0 travers l\u2019analyse des usages et des retours des utilisateurs.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75c9ca8 elementor-widget elementor-widget-heading\" data-id=\"75c9ca8\" 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\">4. Une nouvelle exposition des Data Products\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e537bfc elementor-widget elementor-widget-text-editor\" data-id=\"e537bfc\" 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 agents IA transforment les catalogues de donn\u00e9es en v\u00e9ritables espaces interactifs.<br \/>L\u2019utilisateur dialogue avec l\u2019agent comme avec un coll\u00e8gue : il pose une question, valide une proposition et re\u00e7oit non seulement le r\u00e9sultat, mais aussi des explications sur les calculs, la provenance et la fiabilit\u00e9 des donn\u00e9es.<\/p><p>L\u2019agent peut aussi sugg\u00e9rer automatiquement des indicateurs compl\u00e9mentaires (marges, pr\u00e9visions, risques) selon le contexte.<\/p><p>Cette approche conversationnelle rend l\u2019acc\u00e8s \u00e0 la donn\u00e9e plus intuitif et r\u00e9duit les erreurs et les pertes de temps li\u00e9es aux recherches manuelles.<\/p><p>Vous souhaitez rendre vos Data Products plus accessibles et r\u00e9ellement utilis\u00e9s ?<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed0fb3e elementor-align-center elementor-widget elementor-widget-button\" data-id=\"ed0fb3e\" 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:\/\/decouverte.jems-group.com\/fr\/ia-agentique\" 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\">D\u00e9couvrir notre approche IA Agentique<\/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<div class=\"elementor-element elementor-element-2d96f2e elementor-widget elementor-widget-heading\" data-id=\"2d96f2e\" 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\">5. Une consommation plus naturelle et contextuelle\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e44e61 elementor-widget elementor-widget-text-editor\" data-id=\"9e44e61\" 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>Avec les agents IA, la donn\u00e9e n\u2019attend plus d\u2019\u00eatre demand\u00e9e : elle vient \u00e0 l\u2019utilisateur.<br \/>Avant une r\u00e9union, un agent peut pr\u00e9parer un rapport, proposer des recommandations bas\u00e9es sur des seuils m\u00e9tiers ou d\u00e9clencher automatiquement des alertes en cas d\u2019anomalie.<\/p><p>Selon le profil de la personne, il choisit le format le plus pertinent : graphique, tableau ou synth\u00e8se textuelle.<\/p><p>L\u2019information devient claire, contextualis\u00e9e et imm\u00e9diatement exploitable.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ddc1fc elementor-widget elementor-widget-image\" data-id=\"6ddc1fc\" 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\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/elementor\/thumbs\/resultats-agents-IA-sur-les-data-products-rkshyn1fes3mjg1dhaz5ai2gwbrrv6l3hlnrqqkejk.webp\" title=\"resultats agents IA sur les data products\" alt=\"resultats agents IA sur les data products\" loading=\"lazy\" \/>\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-9f2bef9 elementor-widget elementor-widget-heading\" data-id=\"9f2bef9\" 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\">6. Des r\u00e9sultats tangibles\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c2ce67 elementor-widget elementor-widget-text-editor\" data-id=\"1c2ce67\" 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 entreprises qui adoptent ces agents constatent des\u00a0<strong>gains mesurables<\/strong>. Les Data Products sont davantage utilis\u00e9s, car leur acc\u00e8s devient simple et fluide. Le d\u00e9lai entre une question et une r\u00e9ponse exploitable passe de plusieurs jours \u00e0 quelques minutes. Les d\u00e9cisions reposent sur des donn\u00e9es contextualis\u00e9es, plus fiables. Les co\u00fbts diminuent gr\u00e2ce \u00e0 la r\u00e9duction des doublons, des d\u00e9veloppements sp\u00e9cifiques et des maintenances r\u00e9p\u00e9t\u00e9es.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5929d11 elementor-widget elementor-widget-heading\" data-id=\"5929d11\" 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\">7. Les d\u00e9fis pour y arriver\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-492424d elementor-widget elementor-widget-text-editor\" data-id=\"492424d\" 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>La mise en place d\u2019agents IA n\u00e9cessite de relever quatre d\u00e9fis cl\u00e9s.<\/p><p>D\u2019abord,\u00a0<strong>l\u2019interop\u00e9rabilit\u00e9<\/strong>\u00a0: l\u2019agent doit pouvoir se connecter \u00e0 tous les syst\u00e8mes existants\u00a0(catalogues, bases de donn\u00e9es, API et plateformes BI) sans cr\u00e9er de nouveaux silos.<\/p><p>Ensuite, la\u00a0<strong>gouvernance doit \u00e9voluer<\/strong>\u00a0pour encadrer l\u2019autonomie des agents et v\u00e9rifier la conformit\u00e9 de leurs recommandations.<\/p><p><strong>La s\u00e9curit\u00e9 des donn\u00e9es sensibles<\/strong>\u00a0demeure une priorit\u00e9, exigeant chiffrement, authentification forte et gestion fine des droits d\u2019acc\u00e8s.<\/p><p>Enfin,\u00a0<strong>le\u00a0changement organisationnel\u00a0doit \u00eatre accompagn\u00e9<\/strong>\u00a0: les \u00e9quipes m\u00e9tiers et data ont besoin de formations d\u00e9di\u00e9es et de retours d\u2019exp\u00e9rience it\u00e9ratifs pour adopter ce nouveau mode de travail.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1d55f93 elementor-widget elementor-widget-heading\" data-id=\"1d55f93\" 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\">8. L\u2019Entreprise \u201cData-Consciente\u201d\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-587127b elementor-widget elementor-widget-text-editor\" data-id=\"587127b\" 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>Demain, les organisations les plus matures poss\u00e9deront un patrimoine de donn\u00e9es vivant et proactif\u00a0:<\/p><ul><li>Les Data Products s\u2019auto-aligneront, s\u2019enrichiront mutuellement et se pr\u00e9senteront au d\u00e9cideur avant m\u00eame qu\u2019il ne formule sa demande.<\/li><li>Les insights \u00e9mergeront en continu \u00e0 partir de l\u2019analyse combin\u00e9e des domaines.<\/li><li>Les fronti\u00e8res entre la g\u00e9n\u00e9ration d\u2019information et l\u2019action directe s\u2019effaceront, ouvrant la voie \u00e0 une prise de d\u00e9cision v\u00e9ritablement en temps r\u00e9el.<\/li><\/ul><p>\u00a0<\/p><p>Les agents IA red\u00e9finissent la relation entre l\u2019entreprise et ses Data Products, passant d\u2019un actif statique, consult\u00e9 de mani\u00e8re ponctuelle, \u00e0 un syst\u00e8me intelligent, r\u00e9actif et permettant de dialoguer.<\/p><p>Chez JEMS, nous sommes convaincus que cette \u00e9volution incarne la prochaine grande \u00e9tape du parcours data. Notre philosophie repose sur l\u2019industrialisation raisonn\u00e9e de l\u2019intelligence : d\u00e9ployer progressivement des agents au sein de domaines pilotes, instaurer une gouvernance augment\u00e9e et garantir une adoption m\u00e9tier durable. En int\u00e9grant l\u2019agentification d\u00e8s aujourd\u2019hui, les organisations peuvent enfin exploiter pleinement leur patrimoine de donn\u00e9es et b\u00e2tir une culture \u201cdata-consciente\u201d, o\u00f9\u00a0<strong>la donn\u00e9e ne dort plus, mais travaille activement pour cr\u00e9er de la valeur.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33604e2 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"33604e2\" 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:\/\/decouverte.jems-group.com\/fr\/ia-agentique#etre-contacte\" 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\">Contacter un expert<\/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-604fc56 e-flex e-con-boxed e-con e-parent\" data-id=\"604fc56\" 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-6a5573a elementor-widget elementor-widget-heading\" data-id=\"6a5573a\" 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-796e9d5 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"796e9d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div 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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=\"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\/en\/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 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\/en\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">\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 data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-12775 post-12775 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=\"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\/en\/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 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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\/en\/actualites\/index-egapro-jems-obtient-la-note-de-95-100-pour-2026\/\">Index Egapro : JEMS obtient la note de 95\/100 pour 2026<\/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\/en\/actualites\/index-egapro-jems-obtient-la-note-de-95-100-pour-2026\/\">\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-4a87a19 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"4a87a19\" 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\/en\/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>80% of enterprise data products are never used. This observation illustrates a paradox: despite significant investments in structuring, validating and governing data, its use often remains limited.<br \/>\nToo frequently locked away in rigid and complex systems, data does not flow well between teams.<\/p>","protected":false},"author":4,"featured_media":13291,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[15,39],"tags":[],"class_list":["post-13288","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia","category-systemes-agentiques"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Agents IA : R\u00e9volutionner la consommation des Data Products - JEMS<\/title>\n<meta name=\"description\" content=\"Comment les agents IA r\u00e9inventent la consommation des Data Products en 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