{"id":12252,"date":"2026-06-25T16:25:36","date_gmt":"2026-06-25T15:25:36","guid":{"rendered":"https:\/\/www.eurogroupconsulting.com\/?p=12252"},"modified":"2026-06-25T16:26:52","modified_gmt":"2026-06-25T15:26:52","slug":"etude-ia-generative-de-l-experimentation-a-l-industrialisation-et-au-passage-a-l-echelle","status":"publish","type":"post","link":"https:\/\/www.eurogroupconsulting.com\/en\/publications\/etude\/etude-ia-generative-de-l-experimentation-a-l-industrialisation-et-au-passage-a-l-echelle","title":{"rendered":"\u00c9tude \u2013 IA g\u00e9n\u00e9rative : de l’exp\u00e9rimentation \u00e0 l’industrialisation et au passage \u00e0 l’\u00e9chelle"},"content":{"rendered":"
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Apr\u00e8s une premi\u00e8re phase marqu\u00e9e par l\u2019exp\u00e9rimentation et la multiplication des Proofs of Concept (PoC), l\u2019IA g\u00e9n\u00e9rative entre dans une nouvelle \u00e9tape. Le benchmark men\u00e9 par Eurogroup Consulting et La Javaness aupr\u00e8s de 50 organisations publiques et priv\u00e9es montre que le v\u00e9ritable enjeu d\u00e9sormais est de cr\u00e9er de la valeur durable \u00e0 l\u2019\u00e9chelle de l\u2019organisation.<\/strong><\/p>\n

De l\u2019exp\u00e9rimentation \u00e0 l\u2019industrialisation<\/h4>\n

L\u2019IA g\u00e9n\u00e9rative est d\u00e9sormais pr\u00e9sente dans les feuilles de route, les programmes de formation et les premiers portefeuilles de cas d\u2019usage. Pourtant, les niveaux de maturit\u00e9 restent contrast\u00e9s : 44 % des organisations demeurent dans une phase exploratoire, 44 % ont structur\u00e9 leur d\u00e9marche et seulement 12 % ont engag\u00e9 des passages \u00e0 l\u2019\u00e9chelle significatifs.<\/p>\n

Cette \u00e9volution marque la fin de la course aux PoC. Les organisations les plus avanc\u00e9es ne sont plus celles qui exp\u00e9rimentent le plus, mais celles qui savent s\u00e9lectionner les usages cr\u00e9ateurs de valeur, les industrialiser et les int\u00e9grer durablement dans leurs processus. Le passage \u00e0 l\u2019\u00e9chelle suppose \u00e9galement de d\u00e9passer les seuls gains individuels de productivit\u00e9 pour transformer l\u2019organisation dans son ensemble.<\/p>\n

Les fondations de la valeur : donn\u00e9es, gouvernance et comp\u00e9tences<\/h4>\n

Le benchmark souligne que la r\u00e9ussite des d\u00e9marches IA repose d\u00e9sormais sur des fondamentaux souvent sous-estim\u00e9s : qualit\u00e9 des donn\u00e9es, gouvernance des corpus documentaires, architecture technologique, ma\u00eetrise des risques et accompagnement des collaborateurs. Les organisations d\u00e9couvrent que l\u2019acc\u00e8s aux mod\u00e8les ne suffit pas ; la cr\u00e9ation de valeur d\u00e9pend de leur capacit\u00e9 \u00e0 structurer leurs connaissances, s\u00e9curiser leurs usages et piloter leurs investissements dans la dur\u00e9e.<\/p>\n

Cette transformation est \u00e9galement humaine. Les comp\u00e9tences \u00e9voluent, les m\u00e9tiers se transforment et les managers deviennent des acteurs cl\u00e9s de l\u2019adoption. L\u2019industrialisation de l\u2019IA g\u00e9n\u00e9rative appara\u00eet ainsi autant comme un enjeu d\u2019organisation et de management que comme un sujet technologique.<\/p>\n

Vers une ma\u00eetrise strat\u00e9gique de l\u2019IA<\/h4>\n

Enfin, les questions de souverainet\u00e9, de d\u00e9pendance technologique et d\u2019IA agentique prennent une place croissante dans les r\u00e9flexions des organisations. \u00c0 mesure que l\u2019IA s\u2019int\u00e8gre aux processus critiques, les choix de mod\u00e8les, d\u2019architectures, de fournisseurs ou de plateformes deviennent des d\u00e9cisions strat\u00e9giques.<\/p>\n

L\u2019enseignement majeur de cette deuxi\u00e8me \u00e9dition est donc clair : l\u2019IA g\u00e9n\u00e9rative entre dans l\u2019\u00e2ge de la ma\u00eetrise. Les organisations qui r\u00e9ussiront demain seront celles capables de conjuguer cr\u00e9ation de valeur, gouvernance, transformation humaine et autonomie strat\u00e9gique pour faire de l\u2019IA un v\u00e9ritable levier de performance durable.<\/p>\n

Pour en savoir plus, t\u00e9l\u00e9chargez le benchmark IA g\u00e9n\u00e9rative\u00a0: de l\u2019exp\u00e9rimentation \u00e0 l\u2019industrialisation et au passage \u00e0 l\u2019\u00e9chelle<\/em>, r\u00e9alis\u00e9 par nos experts Thibault Guibert<\/a>\u00a0and\u00a0F\u00e9lix Humbaire<\/a>\u00a0en collaboration avec La Javaness<\/a>.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Donn\u00e9es, gouvernance, comp\u00e9tences : les leviers du passage \u00e0 l\u2019\u00e9chelle de l\u2019IA g\u00e9n\u00e9rative selon notre derni\u00e8re \u00e9tude avec La Javaness.<\/p>","protected":false},"author":9,"featured_media":12264,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[33],"tags":[38,43],"class_list":["post-12252","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-etude","tag-featured-post","tag-highlight"],"acf":[],"yoast_head":"\nIA g\u00e9n\u00e9rative : cap vers l'industrialisation et le passage \u00e0 l'\u00e9chelle<\/title>\n<meta name=\"description\" content=\"Donn\u00e9es, gouvernance, comp\u00e9tences : les leviers du passage \u00e0 l\u2019\u00e9chelle de l\u2019IA g\u00e9n\u00e9rative selon notre derni\u00e8re \u00e9tude avec La Javaness.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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