{"id":30578,"date":"2025-09-18T08:06:37","date_gmt":"2025-09-18T08:06:37","guid":{"rendered":"https:\/\/www.tenthrevolution.com\/?p=30524"},"modified":"2025-10-08T10:20:58","modified_gmt":"2025-10-08T10:20:58","slug":"operationnaliser-les-activites-de-la-genai","status":"publish","type":"post","link":"https:\/\/stage.tenthrevolution.com\/fr\/data-ai\/operationalize-genai-business\/","title":{"rendered":"Ce qu'il faut vraiment pour rendre la GenAI op\u00e9rationnelle dans votre entreprise"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"30578\" class=\"elementor elementor-30578\" 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><strong>L'IA g\u00e9n\u00e9rative n'est plus seulement une question d'exp\u00e9riences et de preuves de concept ; il s'agit de passer \u00e0 l'\u00e9chelle de mani\u00e8re responsable.<\/strong><\/p><p>Pourtant, de nombreux cadres se posent toujours les m\u00eames questions : Qu'est-ce qui fait que GenAI est pr\u00eat pour l'entreprise ? Quels sont les outils et les pratiques qui r\u00e9duisent les risques ? Et quel type de talent est n\u00e9cessaire pour mettre tout cela en place ?<\/p><p>Examinons les questions les plus courantes que se posent les chefs d'entreprise comme vous, et ce que les r\u00e9ponses signifient dans la pratique.<\/p><h2><strong>Quel est le r\u00f4le des LLMOps ?<\/strong><\/h2><p>Le LLMOps est en train de devenir l'\u00e9pine dorsale de la GenAI d'entreprise. Tout comme DevOps a remodel\u00e9 la livraison de logiciels, LLMOps apporte une rigueur op\u00e9rationnelle aux grands mod\u00e8les de langage. Il couvre :<\/p><ul><li>Versionner les messages-guides et les mod\u00e8les afin que l'exp\u00e9rimentation ne soit pas source de chaos.<br \/><br \/><\/li><li>Surveillance de la latence, des hallucinations et des biais pour garantir la fiabilit\u00e9 des r\u00e9sultats.<br \/><br \/><\/li><li>Contr\u00f4les d'acc\u00e8s et limites d'utilisation pour \u00e9viter les co\u00fbts excessifs et les failles de s\u00e9curit\u00e9.<br \/><br \/><\/li><li>Des pipelines de d\u00e9ploiement qui automatisent le recyclage et les retours en arri\u00e8re en cas de probl\u00e8me.<br \/><br \/><\/li><\/ul><p>Le r\u00e9sultat est que la GenAI passe d'un projet de laboratoire \u00e0 un service pr\u00e9visible. Sans LLMOps, la mise \u00e0 l'\u00e9chelle devient rapidement risqu\u00e9e ou financi\u00e8rement insoutenable.<\/p><p>Vous voulez aller au-del\u00e0 des pilotes ? Le groupe Tenth Revolution peut vous aider \u00e0 trouver <a href=\"https:\/\/www.tenthrevolution.com\/services\/finding-talent\/\">des talents technologiques de confiance<\/a> avec l'expertise des LLMOps pour faire \u00e9voluer la GenAI en toute s\u00e9curit\u00e9.<\/p><p><strong>Comment RAG 2.0 am\u00e9liore-t-il la fiabilit\u00e9 ?<\/strong><\/p><p>L'un des plus grands d\u00e9fis des premiers pilotes de GenAI \u00e9tait la pr\u00e9cision. Les mod\u00e8les g\u00e9n\u00e9raient souvent des r\u00e9ponses qui semblaient convaincantes mais qui n'\u00e9taient pas fond\u00e9es sur des faits. La g\u00e9n\u00e9ration augment\u00e9e par r\u00e9cup\u00e9ration (RAG) a permis de r\u00e9soudre ce probl\u00e8me en injectant des donn\u00e9es d'entreprise dans les r\u00e9ponses, mais la premi\u00e8re g\u00e9n\u00e9ration de RAG pr\u00e9sentait des limites.<\/p><p>RAG 2.0 apporte des techniques plus avanc\u00e9es, notamment le d\u00e9coupage hi\u00e9rarchique, la recherche hybride et la recherche multi-sauts. Ces am\u00e9liorations r\u00e9duisent le bruit et aident l'IA \u00e0 exploiter les bonnes informations avec une plus grande pr\u00e9cision. Pour les entreprises, cela rend GenAI viable pour les cas d'utilisation o\u00f9 la fiabilit\u00e9 n'est pas n\u00e9gociable, comme les requ\u00eates de conformit\u00e9, le service client ou la recherche juridique.<\/p><p>Vous avez besoin d'ing\u00e9nieurs en donn\u00e9es capables de fournir des pipelines pr\u00eats pour le RAG ? Le groupe Tenth Revolution vous met en relation avec des talents technologiques de confiance pour <a href=\"https:\/\/www.tenthrevolution.com\/services\/finding-talent\/\">rendre la recherche d'entreprise pr\u00e9cise et conforme.<\/a><\/p><h2><strong>Que sont les flux de travail agentiques et pourquoi sont-ils importants ?<\/strong><\/h2><p>Les flux de travail agentiques permettent \u00e0 la GenAI de franchir une \u00e9tape suppl\u00e9mentaire. Au lieu de se contenter de fournir des r\u00e9ponses, les syst\u00e8mes d'IA peuvent d\u00e9sormais agir au nom des utilisateurs en s'int\u00e9grant aux API et aux syst\u00e8mes d'entreprise. Imaginez :<\/p><ul><li>Des agents du service client\u00e8le qui ne se contentent pas de r\u00e9pondre, mais qui effectuent \u00e9galement des remboursements ou des changements de r\u00e9servation.<br \/><br \/><\/li><li>Des assistants financiers qui extraient des donn\u00e9es du march\u00e9, effectuent des analyses et g\u00e9n\u00e8rent des rapports automatiquement.<br \/><br \/><\/li><li>Les copilotes RH qui examinent les candidatures, v\u00e9rifient les r\u00e9f\u00e9rences et planifient les entretiens.<br \/><br \/><\/li><\/ul><p>Ces flux de travail am\u00e8nent l'IA au c\u0153ur des op\u00e9rations de l'entreprise, cr\u00e9ant des gains de productivit\u00e9 tangibles. Mais ils soul\u00e8vent \u00e9galement de nouvelles questions en mati\u00e8re de gouvernance, de contr\u00f4le et de responsabilit\u00e9. L'IA agentique peut \u00eatre transformatrice, mais seulement si elle est d\u00e9ploy\u00e9e avec des garde-fous clairs.<\/p><h2><strong>Quelles devraient \u00eatre les priorit\u00e9s des dirigeants en 2026 ?<\/strong><\/h2><p>Pour les dirigeants, la priorit\u00e9 est de traiter la GenAI comme une capacit\u00e9 strat\u00e9gique plut\u00f4t que comme une s\u00e9rie d'exp\u00e9riences. Cela signifie que :<\/p><ul><li>Int\u00e9grer les LLMOps dans vos \u00e9quipes d'IA pour assurer le contr\u00f4le des co\u00fbts, l'observabilit\u00e9 et la gouvernance.<br \/><br \/><\/li><li>Investir dans les pipelines RAG 2.0 afin que les mod\u00e8les aient un acc\u00e8s fiable \u00e0 la connaissance de l'entreprise.<br \/><br \/><\/li><li>Piloter des flux de travail agentiques dans des domaines \u00e0 faible risque avant de les \u00e9tendre \u00e0 des domaines critiques.<br \/><br \/><\/li><li>Int\u00e9grer la conformit\u00e9 et le contr\u00f4le d\u00e8s le premier jour afin d'instaurer la confiance avec les r\u00e9gulateurs et les clients.<br \/><br \/><\/li><\/ul>\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-53953fb elementor-cta--layout-image-left elementor-cta--skin-classic elementor-animated-content elementor-widget elementor-widget-call-to-action\" data-id=\"53953fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg lazyload\" style=\"background-image:inherit;\" role=\"img\" aria-label=\"Deux coll\u00e8gues, un homme et une femme, engag\u00e9s dans une discussion productive avec des documents dans un bureau moderne, tandis qu&#039;un coll\u00e8gue masculin travaille \u00e0 l&#039;arri\u00e8re-plan.\" data-bg-image=\"url(https:\/\/stage.tenthrevolution.com\/wp-content\/uploads\/2025\/03\/business-colleagues-discussing-documents-in-modern-2025-01-30-18-32-12-utc-768x511.jpg)\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\t <b>Vous cherchez des sp\u00e9cialistes qui peuvent vous aider \u00e0 rendre la GenAI op\u00e9rationnelle avec les LLMOps, RAG 2.0 et les flux de travail agentiques ?<\/b> \t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tLe groupe Tenth Revolution vous mettra en relation avec des talents technologiques de confiance qui pourront mener vos projets du stade pilote \u00e0 la production, de mani\u00e8re s\u00e9curis\u00e9e, efficace et \u00e0 grande \u00e9chelle.\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t<a class=\"elementor-cta__button elementor-button elementor-size-\" href=\"https:\/\/www.tenthrevolution.com\/services\/finding-talent\/\">\n\t\t\t\t\t\tCommencer\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Apprenez comment passer des pilotes GenAI \u00e0 la production avec LLMOps, RAG 2.0 et les flux de travail agentiques. D\u00e9couvrez ce que les dirigeants devraient prioriser en 2025.<\/p>","protected":false},"author":2,"featured_media":30669,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[74,76],"tags":[],"class_list":["post-30578","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-ai","category-hiring-advice"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What it really takes to operationalize GenAI in your business<\/title>\n<meta name=\"description\" content=\"Learn how to move from GenAI pilots to production with LLMOps, RAG 2.0, and agentic workflows. Discover what executives should prioritize in 2025.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What it really takes to operationalize GenAI in your business\" \/>\n<meta property=\"og:description\" content=\"Learn how to move from GenAI pilots to production with LLMOps, RAG 2.0, and agentic workflows. 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