{"id":30220,"date":"2025-09-02T13:56:16","date_gmt":"2025-09-02T13:56:16","guid":{"rendered":"https:\/\/www.tenthrevolution.com\/?p=30220"},"modified":"2025-10-08T10:26:12","modified_gmt":"2025-10-08T10:26:12","slug":"des-pilotes-a-la-production-le-tournant-genais-2025","status":"publish","type":"post","link":"https:\/\/stage.tenthrevolution.com\/fr\/data-ai\/from-pilots-to-production-genais-2025-turning-point\/","title":{"rendered":"Des pilotes \u00e0 la production : Le tournant 2025 de la GenAI"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"30220\" class=\"elementor elementor-30220\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-12ebe0e e-flex e-con-boxed e-con e-parent\" data-id=\"12ebe0e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ceedc2 elementor-widget elementor-widget-text-editor\" data-id=\"9ceedc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Pendant la majeure partie des deux derni\u00e8res ann\u00e9es, l'IA g\u00e9n\u00e9rative en est rest\u00e9e \u00e0 la phase pilote.\u00a0<\/b><\/p><p><span style=\"font-weight: 400;\">Les \u00e9quipes ont test\u00e9 des chatbots en contact avec les clients, exp\u00e9riment\u00e9 des outils de synth\u00e8se et construit des prototypes pour montrer aux conseils d'administration ce que la technologie pouvait faire. Ces efforts ont suscit\u00e9 l'enthousiasme, mais ils ont rarement \u00e9t\u00e9 \u00e9tendus. Les budgets ont \u00e9t\u00e9 consomm\u00e9s, les preuves de concept ont donn\u00e9 des r\u00e9sultats mitig\u00e9s et les questions de conformit\u00e9 et de fiabilit\u00e9 ont ralenti les investissements ult\u00e9rieurs.<\/span><\/p><p><span style=\"font-weight: 400;\">Cette dynamique est en train de changer. En 2025, l'IA g\u00e9n\u00e9rative passe de l'exp\u00e9rimentation \u00e0 l'ex\u00e9cution. Ce qui ressemblait autrefois \u00e0 une s\u00e9rie de projets pilotes d\u00e9connect\u00e9s devient une capacit\u00e9 d'entreprise, soutenue par de nouvelles disciplines et architectures.<\/span><\/p><p>Pour construire une GenAI pr\u00eate pour l'entreprise, il faut trouver des sp\u00e9cialistes qui comprennent la gouvernance, l'observabilit\u00e9 et l'\u00e9chelle. <strong>Le groupe Tenth Revolution peut vous mettre en relation avec des talents technologiques de confiance.<\/strong> qui rendent cela possible.<\/p><h2><b>Pourquoi la mise \u00e0 l'\u00e9chelle est enfin possible<\/b><\/h2><p><span style=\"font-weight: 400;\">Trois \u00e9volutions permettent ce changement.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>LLMOps<\/b><span style=\"font-weight: 400;\"> apporte la discipline op\u00e9rationnelle n\u00e9cessaire \u00e0 l'ex\u00e9cution de grands mod\u00e8les \u00e0 l'\u00e9chelle. Le contr\u00f4le des versions des messages-guides, la surveillance des taux d'hallucination et les pipelines de d\u00e9ploiement automatis\u00e9s garantissent que l'IA g\u00e9n\u00e9rative est gouvern\u00e9e et pr\u00e9visible.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>RAG 2.0<\/b><span style=\"font-weight: 400;\"> am\u00e9liore les techniques d'extraction, ce qui permet aux mod\u00e8les d'ancrer les r\u00e9sultats dans la connaissance de l'entreprise avec une plus grande pr\u00e9cision. Le d\u00e9coupage hi\u00e9rarchique, la recherche hybride et le retour d'information continu r\u00e9duisent le bruit et am\u00e9liorent la fiabilit\u00e9.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Flux de travail agentique<\/b><span style=\"font-weight: 400;\"> faire passer l'IA de la compr\u00e9hension \u00e0 l'action. Au lieu de r\u00e9pondre passivement, les mod\u00e8les peuvent d\u00e9clencher des processus, interagir avec des API et accomplir des t\u00e2ches en plusieurs \u00e9tapes pour le compte des utilisateurs.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Ensemble, ces capacit\u00e9s font passer l'IA du stade de l'exp\u00e9rience en laboratoire \u00e0 celui d'un outil auquel les entreprises peuvent faire confiance dans la production.<\/span><\/p><h2><b>Le\u00e7ons tir\u00e9es des premiers utilisateurs<\/b><\/h2><p><span style=\"font-weight: 400;\">Certains secteurs montrent d\u00e9j\u00e0 \u00e0 quoi ressemble l'IA g\u00e9n\u00e9rative \u00e0 grande \u00e9chelle dans la pratique.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Op\u00e9rations avec les clients.<\/b><span style=\"font-weight: 400;\"> Les entreprises de services d\u00e9ploient des syst\u00e8mes d'agents qui r\u00e9solvent les demandes de bout en bout, du remboursement au d\u00e9pannage, r\u00e9duisant ainsi consid\u00e9rablement les d\u00e9lais de r\u00e9solution.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Services financiers.<\/b><span style=\"font-weight: 400;\"> RAG 2.0 alimente les requ\u00eates de conformit\u00e9 et les outils de recherche qui permettent aux analystes de naviguer en toute confiance dans des r\u00e9glementations et des documents financiers complexes.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ressources humaines.<\/b><span style=\"font-weight: 400;\"> Les agents d'IA aident \u00e0 la s\u00e9lection des candidatures, \u00e0 la v\u00e9rification crois\u00e9e des qualifications et \u00e0 la planification des entretiens, lib\u00e9rant ainsi les recruteurs pour qu'ils se concentrent sur l'engagement des candidats.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Ces exemples mettent en \u00e9vidence un point commun : l'\u00e9chelle exige plus qu'une simple capacit\u00e9 de mod\u00e9lisation. Elle d\u00e9pend de la gouvernance, de l'infrastructure et de la qualit\u00e9 des donn\u00e9es.<\/span><\/p><p>Si 2025 est l'ann\u00e9e o\u00f9 vous pr\u00e9voyez de passer de la phase pilote \u00e0 la phase de production, <strong>Le groupe Tenth Revolution peut fournir les talents en mati\u00e8re d'IA et de donn\u00e9es.<\/strong> vous devez le faire de mani\u00e8re s\u00e9curis\u00e9e, efficace et \u00e0 grande \u00e9chelle<\/p><h2><b>Le point de vue de l'ex\u00e9cutif<\/b><\/h2><p><span style=\"font-weight: 400;\">Pour les chefs d'entreprise, l'arriv\u00e9e de la GenAI pr\u00eate \u00e0 l'emploi repr\u00e9sente \u00e0 la fois une opportunit\u00e9 et une responsabilit\u00e9. L'opportunit\u00e9 r\u00e9side dans l'acc\u00e9l\u00e9ration de la prestation de services, l'am\u00e9lioration de la prise de d\u00e9cision et la cr\u00e9ation de nouvelles exp\u00e9riences pour les clients. La responsabilit\u00e9 consiste \u00e0 s'assurer que ces syst\u00e8mes sont s\u00fbrs, conformes et explicables.<\/span><\/p><p><span style=\"font-weight: 400;\">Les dirigeants doivent s'attendre \u00e0 ce que les r\u00e9gulateurs et les investisseurs posent des questions plus difficiles en 2025. Pouvez-vous retracer la mani\u00e8re dont votre IA a pris une d\u00e9cision ? Avez-vous test\u00e9 l'absence de biais ? Avez-vous mis en place des garde-fous pour \u00e9viter les r\u00e9sultats inappropri\u00e9s ? Les organisations qui ne peuvent pas r\u00e9pondre auront du mal \u00e0 obtenir la confiance.<\/span><\/p><h2><b>Le co\u00fbt de l'attente<\/b><\/h2><p><span style=\"font-weight: 400;\">L'ann\u00e9e \u00e0 venir est un point d'inflexion. Les entreprises qui industrialisent d\u00e8s maintenant leurs pratiques de GenAI b\u00e9n\u00e9ficieront de gains d'efficacit\u00e9 et d'un avantage sur le march\u00e9. Celles qui tardent risquent d'\u00eatre d\u00e9pass\u00e9es par des concurrents qui int\u00e8grent l'IA en profondeur dans leurs op\u00e9rations. Ce qui \u00e9tait optionnel dans la phase pilote est d\u00e9sormais strat\u00e9gique.<\/span><\/p><p><span style=\"font-weight: 400;\">La mise \u00e0 l'\u00e9chelle responsable ne consiste pas \u00e0 aller vite pour le plaisir. Il s'agit de construire les fondations - LMOps, syst\u00e8mes de recherche, gouvernance et flux de travail agentique - qui permettent \u00e0 l'innovation de perdurer.<\/span><\/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-2c3d331 e-flex e-con-boxed e-con e-parent\" data-id=\"2c3d331\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6759831 elementor-widget elementor-widget-heading\" data-id=\"6759831\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><b>\u00a0Vous recherchez des sp\u00e9cialistes de l'IA capables d'op\u00e9rationnaliser la GenAI ?<\/b><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-754871f elementor-widget elementor-widget-text-editor\" data-id=\"754871f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Nous vous mettrons en relation avec des talents technologiques de confiance qui peuvent faire passer vos projets du stade pilote au stade de la production de mani\u00e8re s\u00e9curis\u00e9e, efficace et \u00e0 grande \u00e9chelle.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3cd973 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"b3cd973\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.tenthrevolution.com\/services\/finding-talent\/\" 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\">Trouvez votre prochaine grande embauche<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-3d2d7e6 e-grid e-con-boxed e-con e-parent\" data-id=\"3d2d7e6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>2025 est l'ann\u00e9e de la mont\u00e9e en puissance de la GenAI. D\u00e9couvrez comment les LLMOps, RAG 2.0 et les flux de travail agentiques font passer l'IA du stade de projet pilote d\u00e9connect\u00e9 \u00e0 celui de production d'entreprise.<\/p>","protected":false},"author":2,"featured_media":30680,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[74],"tags":[],"class_list":["post-30220","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>From pilots to production: GenAI\u2019s 2025 turning point<\/title>\n<meta name=\"description\" content=\"Why 2025 marks the year GenAI scales. 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