{"id":14140,"date":"2023-11-13T14:59:20","date_gmt":"2023-11-13T13:59:20","guid":{"rendered":"https:\/\/dev.jems-group.com\/?p=14140"},"modified":"2026-04-23T16:27:43","modified_gmt":"2026-04-23T14:27:43","slug":"la-fabrique-industrielle-de-data-vers-lequilibre-parfait-des-ia","status":"publish","type":"post","link":"https:\/\/www.jems-group.com\/fr\/actualites\/la-fabrique-industrielle-de-data-vers-lequilibre-parfait-des-ia\/","title":{"rendered":"La fabrique industrielle de data : vers l\u2019\u00e9quilibre parfait des IA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"14140\" class=\"elementor elementor-14140\" 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\">La fabrique industrielle de data : vers l\u2019\u00e9quilibre parfait des IA<\/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 novembre 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><strong>Soci\u00e9t\u00e9 fran\u00e7aise sp\u00e9cialiste du Big Data, JEMS cr\u00e9e des mod\u00e8les de plateformes data avec un proc\u00e9d\u00e9 de fabrication industriel unique. Dans la vision de JEMS seul le couplage d\u2019une IA g\u00e9n\u00e9rative \u00e0 une IA pr\u00e9dictive va pouvoir g\u00e9n\u00e9rer des services qualifi\u00e9s pour l\u2019entreprise en se basant sur ses donn\u00e9es. Interview crois\u00e9e avec Messieurs Nicolas Laroche, directeur g\u00e9n\u00e9ral et Jacques Benhamou, pr\u00e9sident de JEMS.<\/strong><\/p>\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\">Quels sont vos m\u00e9tiers et en quoi l\u2019expertise JEMS est-elle diff\u00e9renciante ?<\/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>Le c\u0153ur de m\u00e9tier de JEMS consiste \u00e0 cr\u00e9er, manager et exploiter le patrimoine de donn\u00e9es de nos clients, en vue de les valoriser. L\u2019objectif est que ces donn\u00e9es deviennent un v\u00e9ritable actif de l\u2019entreprise. L\u2019enjeu est de taille puisque 30 \u00e0 40\u00a0% du PIB mondial est bas\u00e9 directement ou indirectement sur des produits li\u00e9s \u00e0 la data ou \u00e0 sa consommation. Selon une \u00e9tude de Gartner parue en 2022, 85 % des projets data n\u2019ont pas atteint leur cible, ce qui signifie qu\u2019ils n\u2019ont pas fonctionn\u00e9 techniquement ou n\u2019ont pas rendu le service attendu. Ce constat est surtout li\u00e9 au fait que le monde de la data est per\u00e7u comme une commodit\u00e9. Alors que c\u2019est un \u00ab\u00a0core business\u00a0\u00bb pour lequel il faut une approche industrielle.<\/p><p>JEMS a ainsi repens\u00e9 les codes m\u00e9tiers de notre march\u00e9, pour \u00e9pouser ceux de l\u2019industrie en vue d\u2019optimiser l\u2019accompagnement de nos clients. Nous avons mis en place une v\u00e9ritable usine \u00e0 fabriquer des produits data. Notre m\u00e9thode de mod\u00e9lisation nous permet de d\u00e9livrer diff\u00e9rents cas d\u2019usages sans avoir \u00e0 reconstruire enti\u00e8rement chaque projet.<\/p><p>Nos clients sont de tr\u00e8s grands comptes, mais \u00e9galement des ETI en France, Suisse et en Europe ainsi que sur le continent africain.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5336daf elementor-widget elementor-widget-text-editor\" data-id=\"5336daf\" 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><strong><em>\u00ab\u00a0La donn\u00e9e est per\u00e7ue comme une commodit\u00e9 alors que c\u2019est un core business pour lequel il faut une approche industrielle\u00a0\u00bb<\/em><\/strong><\/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<h2 class=\"elementor-heading-title elementor-size-default\">Sur quel type de missions \u00eates-vous le plus sollicit\u00e9 par vos clients et comment les accompagnez-vous ?\n<\/h2>\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>Selon leur maturit\u00e9, nos clients nous confient l\u2019int\u00e9gralit\u00e9 du p\u00e9rim\u00e8tre de leur projet, soit d\u00e8s le d\u00e9part, soit apr\u00e8s une certaine p\u00e9riode qui est g\u00e9n\u00e9ralement de 4 \u00e0 6 ans. Ce temps de latence, constat\u00e9 chez les entreprises \u00e0 la vision consum\u00e9riste de la donn\u00e9e, est li\u00e9 au fait qu\u2019ils multiplient les initiatives sans pour autant mener \u00e0 bien leur projet.<\/p><p>En essayant de cr\u00e9er de nouveaux cas d\u2019usage bas\u00e9s sur les pr\u00e9c\u00e9dents, ces entreprises font une erreur. En effet, cette proc\u00e9dure qui lie les cas d\u2019usage entre eux, rend leur mod\u00e8le complexe \u00e0 maintenir et inexploitable d\u00e8s que le nombre de cas augmente.<\/p><p>JEMS g\u00e8re cette dette technique, r\u00e9ajuste et r\u00e9cup\u00e8re tout le p\u00e9rim\u00e8tre. Nous fournissons \u00e9galement une solution cl\u00e9 en main compl\u00e8te aux primo acc\u00e9dants.<\/p><p>L\u2019approche patrimoniale pr\u00f4n\u00e9e par JEMS, va \u00e0 l\u2019oppos\u00e9 de l\u2019approche consum\u00e9riste. Secteur bancaire, \u00e9nergie, assurances, e-commerce, luxe, transport, industrie a\u00e9ronautique ou automobile\u2026 notre m\u00e9thode universelle s\u2019adapte aux donn\u00e9es issues de tous les domaines d\u2019activit\u00e9. Seuls les cas d\u2019usage et les produits sont adapt\u00e9s \u00e0 chaque secteur.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71c3858 elementor-widget elementor-widget-image\" data-id=\"71c3858\" 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=\"431\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/11\/fabrique-data-ia.webp\" class=\"attachment-large size-large wp-image-14147\" alt=\"fabrique data ia\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/11\/fabrique-data-ia.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/11\/fabrique-data-ia-300x168.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2023\/11\/fabrique-data-ia-18x10.webp 18w\" 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-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<h2 class=\"elementor-heading-title elementor-size-default\">Quelle est votre vision sur l\u2019IA, et sur l\u2019IA G\u00e9n\u00e9rative ?\n<\/h2>\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>L\u2019IA est une fonction support qui facilite certaines actions. Ainsi, la plupart des applications d\u2019IA, comme la maintenance pr\u00e9dictive, sont restreintes \u00e0 un cas d\u2019usage bien pr\u00e9cis.<\/p><p>L\u2019IA g\u00e9n\u00e9rative est totalement diff\u00e9rente car elle cr\u00e9e du contenu. Pour cr\u00e9er ce contenu, il y a 3 solutions\u00a0: utiliser un mod\u00e8le entrain\u00e9, entrainer un nouveau mod\u00e8le ou faire un mix des deux. Dans le premier cas, c\u2019est le mod\u00e8le type ChatGPT. Comme tout le monde y a acc\u00e8s il n\u2019y a pas d\u2019avantage concurrentiel pour les entreprises. Dans le second cas, on utilise un mod\u00e8le d\u2019IA g\u00e9n\u00e9rative pour l\u2019entra\u00eener sur un p\u00e9rim\u00e8tre donn\u00e9. Or cet entra\u00eenement se chiffre en dizaines de millions d\u2019euros\u00a0; en comparaison, les mod\u00e8les d\u2019IA pr\u00e9dictive pr\u00e9c\u00e9dents, ne d\u00e9passe pas quelques milliers d\u2019euros. Il y a donc un gap car les entreprises n\u2019ont pas la capacit\u00e9 technique \u00e0 structurer leurs donn\u00e9es, ni le budget correspondant.<\/p><p>Notre vision est de coupler l\u2019IA g\u00e9n\u00e9rative \u00e0 l\u2019IA pr\u00e9dictive en vue de qualifier le r\u00e9sultat obtenu et d\u2019interagir avec des donn\u00e9es propres \u00e0 un p\u00e9rim\u00e8tre m\u00e9tier. Notre mod\u00e8le d\u2019IA g\u00e9n\u00e9rative se situe entre un mod\u00e8le entra\u00een\u00e9 sur des p\u00e9rim\u00e8tres de donn\u00e9es larges ou publiques, et un syst\u00e8me propri\u00e9taire qui interagit avec les donn\u00e9es de chaque client.<\/p><p>La valorisation de donn\u00e9es issues de secteurs sp\u00e9cifiques apporte une exceptionnelle valeur ajout\u00e9e par rapport \u00e0 celles propos\u00e9es dans l\u2019open source de l\u2019open data (Bard, ChatGTP, Alphacode, etc.)<\/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<h2 class=\"elementor-heading-title elementor-size-default\">Quelle est la valeur ajout\u00e9e de l\u2019IA g\u00e9n\u00e9rative pour les entreprises et quelles sont vos initiatives dans ce domaine ?\n<\/h2>\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 monde de la data est en pleine \u00e9volution mais nous sommes en premi\u00e8re ligne sur des services innovants. Nous avons d\u00e9j\u00e0 une avance consid\u00e9rable par rapport \u00e0 la concurrence sur l\u2019hybridation, le croisement de la capacit\u00e9 g\u00e9n\u00e9rative d\u2019une IA avec le p\u00e9rim\u00e8tre des donn\u00e9es sp\u00e9cialis\u00e9es.<br \/>En tant \u00ab\u00a0qu\u2019early adopters\u00a0\u00bb, la plupart de nos initiatives ou projets clients en cours sont soumis \u00e0 des clauses de confidentialit\u00e9. De mani\u00e8re g\u00e9n\u00e9rale, la recherche d\u2019informations et la cr\u00e9ation de contenus sont chronophage et l\u2019IA g\u00e9n\u00e9rative apporte beaucoup en termes d\u2019automatisation.<\/p><p>Attention, l\u2019IA G\u00e9n\u00e9rative n\u2019est pas non plus la solution magique ! Ses limites actuelles sont li\u00e9es au fait qu\u2019elle n\u2019est pas pr\u00e9dictible et bas\u00e9e sur une approche probabiliste. Ainsi, si vous posez deux fois la m\u00eame question \u00e0 une IA g\u00e9n\u00e9rative, elle vous produira deux r\u00e9ponses diff\u00e9rentes, pas forc\u00e9ment contradictoires, mais diff\u00e9rentes, ce qui pose un souci d\u2019approbation. L\u2019IA G\u00e9n\u00e9rative ne peut donc pas \u00eatre exploit\u00e9e \u00e0 des fins professionnelles qualifiantes et surtout dans des secteurs comme la m\u00e9decine.<\/p><p>Pour l\u2019entreprise, l\u2019avenir passe par un combo IA pr\u00e9dictive\/IA g\u00e9n\u00e9rative qui va permettre de qualifier l\u2019indice de confiance de chaque r\u00e9ponse afin de pouvoir l\u2019utiliser sans crainte. Avec notre \u00e9cosyst\u00e8me de partenaires, nous apportons cette tra\u00e7abilit\u00e9 et cette l\u00e9gitimit\u00e9 indispensable dans le monde professionnel et l\u2019industrie de demain.<\/p>\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\" 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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-14790 post-14790 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=\"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 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\/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\" 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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 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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\/fr\/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\/fr\/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-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>Soci\u00e9t\u00e9 fran\u00e7aise sp\u00e9cialiste du Big Data, JEMS cr\u00e9e des mod\u00e8les de plateformes data avec un proc\u00e9d\u00e9 de fabrication industriel unique. Dans la vision de JEMS seul le couplage d\u2019une IA g\u00e9n\u00e9rative \u00e0 une IA pr\u00e9dictive va pouvoir g\u00e9n\u00e9rer des services qualifi\u00e9s pour l\u2019entreprise en se basant sur ses donn\u00e9es. Interview crois\u00e9e avec Messieurs Nicolas Laroche, directeur g\u00e9n\u00e9ral et Jacques Benhamou, pr\u00e9sident de JEMS.<\/p>\n","protected":false},"author":5,"featured_media":14142,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[21,15],"tags":[],"class_list":["post-14140","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-fr","category-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>La fabrique industrielle de data : vers l\u2019\u00e9quilibre parfait des IA - JEMS<\/title>\n<meta name=\"description\" content=\"JEMS d\u00e9fend une approche industrielle de la data, o\u00f9 l\u2019IA g\u00e9n\u00e9rative et l\u2019IA pr\u00e9dictive se combinent pour cr\u00e9er de la valeur.\" \/>\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\/la-fabrique-industrielle-de-data-vers-lequilibre-parfait-des-ia\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"La fabrique industrielle de data : vers l\u2019\u00e9quilibre parfait des IA - 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