{"id":9507,"date":"2025-07-08T17:07:41","date_gmt":"2025-07-08T17:07:41","guid":{"rendered":"https:\/\/devprodtnk.wpenginepowered.com\/?page_id=9507"},"modified":"2025-07-09T13:17:56","modified_gmt":"2025-07-09T13:17:56","slug":"ai-innovation-technologies","status":"publish","type":"page","link":"https:\/\/transnumerik.com\/en\/ai-innovation-technologies\/","title":{"rendered":"AI INNOVATION &#038; TECHNOLOGIES"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"9507\" class=\"elementor elementor-9507\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-651508c e-flex e-con-boxed e-con e-parent\" data-id=\"651508c\" 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<div class=\"elementor-element elementor-element-52f1062 e-con-full e-flex e-con e-child\" data-id=\"52f1062\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fff2059 elementor-headline--style-rotate elementor-widget-laptop__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-animated-headline\" data-id=\"fff2059\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;blinds&quot;,&quot;rotating_text&quot;:&quot;&amp; TECHNOLOGIES &quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-blinds elementor-headline-letters\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">AI INNOVATION <\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\t&&nbsp;TECHNOLOGIES&nbsp;\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\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-3d851b3 elementor-widget-laptop__width-initial elementor-widget__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"3d851b3\" 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 class=\"TextRun SCXW71946513 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW71946513 BCX8\">Explorer, prototyper et industrialiser les solutions d\u2019intelligence artificielle \u00e0 fort potentiel<\/span><\/span><span class=\"EOP SCXW71946513 BCX8\" data-ccp-props=\"{&quot;335559685&quot;:-283,&quot;335559739&quot;:0,&quot;335572071&quot;:4,&quot;335572072&quot;:0,&quot;335572073&quot;:0,&quot;335572075&quot;:4,&quot;335572076&quot;:0,&quot;335572077&quot;:0,&quot;335572079&quot;:4,&quot;335572080&quot;:0,&quot;335572081&quot;:0,&quot;335572083&quot;:4,&quot;335572084&quot;:0,&quot;335572085&quot;:0,&quot;469789798&quot;:&quot;none&quot;,&quot;469789802&quot;:&quot;none&quot;,&quot;469789806&quot;:&quot;none&quot;,&quot;469789810&quot;:&quot;none&quot;}\">\u00a0<\/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-88de044 elementor-hidden-mobile exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-spacer\" data-id=\"88de044\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\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-ef3e66b e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"ef3e66b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;animation_laptop&quot;:&quot;h-neuron-animation--specialOne&quot;,&quot;animation&quot;:&quot;h-neuron-animation--tiltUp&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-de9e4a5 elementor-headline--style-rotate elementor-widget-laptop__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-animated-headline\" data-id=\"de9e4a5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;wave&quot;,&quot;rotating_text&quot;:&quot;clients face \\u00e0  l\\u2019IA&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-wave elementor-headline-letters\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">Enjeux <\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\tclients&nbsp;face&nbsp;\u00e0&nbsp;&nbsp;l\u2019IA\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\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-0ec8bf2 elementor-widget-laptop__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"0ec8bf2\" 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 class=\"TextRun SCXW149471600 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW149471600 BCX8\">Si l\u2019intelligence artificielle suscite un engouement croissant au sein des entreprises et administrations, son int\u00e9gration op\u00e9rationnelle demeure un d\u00e9fi de fond. Entre promesses technologiques et r\u00e9alit\u00e9s organisationnelles, il se dressent des contraintes multiples : manque de clart\u00e9 strat\u00e9gique, maturit\u00e9 technologique h\u00e9t\u00e9rog\u00e8ne, faible disponibilit\u00e9 des donn\u00e9es exploitables, r\u00e9sistance au changement, ou encore cadre r\u00e9glementaire en construction.<\/span><\/span><span class=\"EOP SCXW149471600 BCX8\" data-ccp-props=\"{&quot;335559685&quot;:-283,&quot;335559739&quot;:0,&quot;335572071&quot;:4,&quot;335572072&quot;:0,&quot;335572073&quot;:0,&quot;335572075&quot;:4,&quot;335572076&quot;:0,&quot;335572077&quot;:0,&quot;335572079&quot;:4,&quot;335572080&quot;:0,&quot;335572081&quot;:0,&quot;335572083&quot;:4,&quot;335572084&quot;:0,&quot;335572085&quot;:0,&quot;469789798&quot;:&quot;none&quot;,&quot;469789802&quot;:&quot;none&quot;,&quot;469789806&quot;:&quot;none&quot;,&quot;469789810&quot;:&quot;none&quot;}\">\u00a0<\/span><\/p><p><strong><span class=\"TextRun SCXW224372331 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW224372331 BCX8\"><span class=\"TextRun SCXW216802428 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW216802428 BCX8\">Les directions g\u00e9n\u00e9rales, DSI et directions m\u00e9tiers s\u2019interrogent <\/span><\/span>:<\/span><\/span><span class=\"EOP SCXW224372331 BCX8\" data-ccp-props=\"{&quot;335559685&quot;:-425,&quot;335559739&quot;:0,&quot;335572071&quot;:4,&quot;335572072&quot;:0,&quot;335572073&quot;:0,&quot;335572075&quot;:4,&quot;335572076&quot;:0,&quot;335572077&quot;:0,&quot;335572079&quot;:4,&quot;335572080&quot;:0,&quot;335572081&quot;:0,&quot;335572083&quot;:4,&quot;335572084&quot;:0,&quot;335572085&quot;:0,&quot;469789798&quot;:&quot;none&quot;,&quot;469789802&quot;:&quot;none&quot;,&quot;469789806&quot;:&quot;none&quot;,&quot;469789810&quot;:&quot;none&quot;}\">\u00a0<\/span><\/strong><\/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-b6b1977 elementor-widget-laptop__width-initial elementor-icon-list--layout-traditional elementor-list-item-link-full_width exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-icon-list\" data-id=\"b6b1977\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-double-angle-pointing-to-right\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Comment int\u00e9grer l\u2019IA sans perturber nos processus actuels ? <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-double-angle-pointing-to-right\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Quelles briques technologiques pour d\u00e9ployer l\u2019IA \u00e0 moyen terme ?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-double-angle-pointing-to-right\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Comment assurer l\u2019interop\u00e9rabilit\u00e9 entre IA, SI et donn\u00e9es ? <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-double-angle-pointing-to-right\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Comment faire monter les \u00e9quipes en comp\u00e9tences IA ?<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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<div class=\"elementor-element elementor-element-48431d2 e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"48431d2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;h-neuron-animation--tiltUp&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-63e169e elementor-headline--style-rotate elementor-widget-laptop__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-animated-headline\" data-id=\"63e169e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;wave&quot;,&quot;rotating_text&quot;:&quot;de services&quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-wave elementor-headline-letters\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">Prestation <\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\tde&nbsp;services\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\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-5a18126 elementor-widget-laptop__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"5a18126\" 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 class=\"TextRun SCXW60330051 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW60330051 BCX8\">L\u2019offre AI Innovation &amp; Technologies de <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW60330051 BCX8\">TransNumerik<\/span><span class=\"NormalTextRun SCXW60330051 BCX8\">\u00a0vise \u00e0 accompagner les es entreprises publiques et priv\u00e9es dans les phases critiques d\u2019int\u00e9gration de l\u2019IA, en favorisant une approche modulaire, agile et contextualis\u00e9e, tout en posant les bases d\u2019une trajectoire IA ma\u00eetris\u00e9e, responsable et industrialisable.<\/span><\/span><span class=\"EOP SCXW60330051 BCX8\" data-ccp-props=\"{&quot;335559685&quot;:-283,&quot;335559739&quot;:0,&quot;335572071&quot;:4,&quot;335572072&quot;:0,&quot;335572073&quot;:0,&quot;335572075&quot;:4,&quot;335572076&quot;:0,&quot;335572077&quot;:0,&quot;335572079&quot;:4,&quot;335572080&quot;:0,&quot;335572081&quot;:0,&quot;335572083&quot;:4,&quot;335572084&quot;:0,&quot;335572085&quot;:0,&quot;469789798&quot;:&quot;none&quot;,&quot;469789802&quot;:&quot;none&quot;,&quot;469789806&quot;:&quot;none&quot;,&quot;469789810&quot;:&quot;none&quot;}\">\u00a0<\/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-31bbc27 elementor-widget-laptop__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"31bbc27\" 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<table style=\"font-weight: 400;\" data-tablestyle=\"MsoTableGrid\" data-tablelook=\"1184\" aria-rowcount=\"5\"><tbody><tr aria-rowindex=\"1\"><td data-celllook=\"4369\"><p><b><span data-contrast=\"auto\">Prototypage &amp; exp\u00e9rimentation IA (PoC \/ MVP)<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"4369\"><p><span data-contrast=\"auto\">Cadrage fonctionnel et technique, d\u00e9veloppement de PoC et MVP, \u00e9valuation des performances et robustesse, validation des cas d\u2019usage \u00e0 fort potentiel business.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><\/tr><tr aria-rowindex=\"2\"><td data-celllook=\"4369\"><p><b><span data-contrast=\"auto\">Int\u00e9gration de solutions IA<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"4369\"><p><span data-contrast=\"auto\">Conception d\u2019architectures IA modulaires et scalables, d\u00e9ploiement de pipelines IA, int\u00e9gration avec syst\u00e8mes m\u00e9tiers (ERP, CRM), API-isation des mod\u00e8les et services cognitifs.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><\/tr><tr aria-rowindex=\"3\"><td data-celllook=\"4369\"><p><b><span data-contrast=\"auto\">Data Engineering &amp; pr\u00e9paration \u00e0 l\u2019IA<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"4369\"><p><span data-contrast=\"auto\">Pr\u00e9paration et nettoyage des donn\u00e9es, cr\u00e9ation de data lakes et datasets IA-ready, data labeling, gouvernance et tra\u00e7abilit\u00e9 des donn\u00e9es pour garantir la qualit\u00e9 et la conformit\u00e9.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><\/tr><tr aria-rowindex=\"4\"><td data-celllook=\"4369\"><p><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><b><span data-contrast=\"auto\">IA g\u00e9n\u00e9rative &amp; foundation models<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"4369\"><p><span data-contrast=\"auto\">\u00c9valuation et int\u00e9gration des mod\u00e8les g\u00e9n\u00e9ratifs (LLM), d\u00e9veloppement de copilotes m\u00e9tier, personnalisation des mod\u00e8les, mise en \u0153uvre de RAG pour interrogation de bases internes.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><\/tr><tr aria-rowindex=\"5\"><td data-celllook=\"4369\"><p><b><span data-contrast=\"auto\">Acc\u00e9l\u00e9ration de l\u2019innovation IA<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><td data-celllook=\"4369\"><p><span data-contrast=\"auto\">Cr\u00e9ation et animation de labs IA, communaut\u00e9s de pratique, mise en place de processus d\u2019innovation agile, organisation de formations et hackathons pour stimuler l\u2019innovation continue.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><\/td><\/tr><\/tbody><\/table>\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-b83ab77 e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"b83ab77\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation_laptop&quot;:&quot;h-neuron-animation--tiltUp&quot;,&quot;animation&quot;:&quot;h-neuron-animation--clipUp&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-686652d elementor-headline--style-rotate elementor-widget-laptop__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-animated-headline\" data-id=\"686652d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;wave&quot;,&quot;rotating_text&quot;:&quot;attendus  &quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-wave elementor-headline-letters\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">B\u00e9n\u00e9fices <\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\tattendus&nbsp;&nbsp;\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\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-f2c0602 elementor-widget-laptop__width-initial exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"f2c0602\" 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>L\u2019offre AI Business Envisioning de TransNumerik, vise \u00e0 accompagner les entreprises publiques et priv\u00e9es dans la compr\u00e9hension, l\u2019appropriation et la structuration de cas d\u2019usage \u00e0 forte valeur ajout\u00e9e autour de l\u2019intelligence artificielle.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-57b06f5 e-con-full e-flex e-con e-child\" data-id=\"57b06f5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-9d2d782 e-con-full e-flex e-con e-child\" data-id=\"9d2d782\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-2feaeb4 e-con-full e-flex e-con e-child\" data-id=\"2feaeb4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8f6290d e-con-full e-flex e-con e-child\" data-id=\"8f6290d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-505b4fe exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-elementskit-heading\" data-id=\"505b4fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Innovation IA <\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80043ab exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"80043ab\" 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<table style=\"font-weight: 400;\" data-tablestyle=\"MsoTableGrid\" data-tablelook=\"1184\" aria-rowcount=\"4\"><tbody><tr aria-rowindex=\"2\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Acc\u00e8s rapide \u00e0 des solutions IA innovantes<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425,&quot;335559991&quot;:283}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><tr aria-rowindex=\"3\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">R\u00e9duction du time-to-market de nouvelles offres IA<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425,&quot;335559991&quot;:283}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><tr aria-rowindex=\"4\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"7\" data-aria-level=\"1\"><span data-contrast=\"none\">D\u00e9veloppement d\u2019un avantage concurrentiel technologique<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425,&quot;335559991&quot;:283}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d721600 e-con-full e-flex e-con e-child\" data-id=\"d721600\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8cbdafb exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-elementskit-heading\" data-id=\"8cbdafb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Technologies IA <\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7f2a17 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"e7f2a17\" 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<table style=\"font-weight: 400;\" data-tablestyle=\"MsoTableGrid\" data-tablelook=\"1184\" aria-rowcount=\"4\"><tbody><tr aria-rowindex=\"2\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Meilleure ma\u00eetrise des briques technologiques cl\u00e9s (LLM, MLOps&#8230;)<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><tr aria-rowindex=\"3\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"none\">Optimisation des co\u00fbts d\u2019exp\u00e9rimentation<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><tr aria-rowindex=\"4\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"8\" data-aria-level=\"1\"><span data-contrast=\"none\">Adoption plus fluide par les m\u00e9tiers<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-23c7269 e-con-full e-flex e-con e-child\" data-id=\"23c7269\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f5be13 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-elementskit-heading\" data-id=\"5f5be13\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper center   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">Op\u00e9rationnalisation IA <\/h2><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dac3634 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"dac3634\" 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<table style=\"font-weight: 400;\" data-tablestyle=\"MsoTableGrid\" data-tablelook=\"1184\" aria-rowcount=\"4\"><tbody><tr aria-rowindex=\"2\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Passage rapide de l\u2019exp\u00e9rimentation \u00e0 la mise en production<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><tr aria-rowindex=\"3\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"6\" data-aria-level=\"1\"><span data-contrast=\"none\">D\u00e9ploiement s\u00e9curis\u00e9, \u00e9thique et robuste de mod\u00e8les IA<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><tr aria-rowindex=\"4\"><td data-celllook=\"4369\"><ul><li aria-setsize=\"-1\" data-leveltext=\"\u00b7\" data-font=\"Symbol\" data-listid=\"21\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:709,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\u00b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"9\" data-aria-level=\"1\"><span data-contrast=\"none\">Cr\u00e9ation de cas d\u2019usage \u00e0 fort ROI<\/span><span data-ccp-props=\"{&quot;134233279&quot;:false,&quot;335559685&quot;:425}\">\u00a0<\/span><\/li><\/ul><\/td><\/tr><\/tbody><\/table>\t\t\t\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\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-1cd04fa e-flex e-con-boxed elementor-invisible e-con e-parent\" data-id=\"1cd04fa\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;animation&quot;:&quot;h-neuron-animation--specialOne&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e58f2f5 e-con-full e-flex e-con e-child\" data-id=\"e58f2f5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1c483bc e-con-full e-flex e-con e-child\" data-id=\"1c483bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa19724 exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-heading\" data-id=\"aa19724\" 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\">Faites de l\u2019IA un vecteur concret de performance, d\u2019innovation et de  souverainet\u00e9 technologique <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aedf0aa elementor-headline--style-rotate elementor-hidden-widescreen elementor-hidden-desktop elementor-hidden-laptop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra elementor-hidden-mobile exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-animated-headline\" data-id=\"aedf0aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headline_style&quot;:&quot;rotate&quot;,&quot;animation_type&quot;:&quot;blinds&quot;,&quot;rotating_text&quot;:&quot; souverainet\\u00e9 technologique &quot;,&quot;loop&quot;:&quot;yes&quot;,&quot;rotate_iteration_delay&quot;:2500}\" data-widget_type=\"animated-headline.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3 class=\"elementor-headline elementor-headline-animation-type-blinds elementor-headline-letters\">\n\t\t\t\t\t<span class=\"elementor-headline-plain-text elementor-headline-text-wrapper\">Faites de l\u2019IA un vecteur concret de performance, d\u2019innovation et de<\/span>\n\t\t\t\t<span class=\"elementor-headline-dynamic-wrapper elementor-headline-text-wrapper\">\n\t\t\t\t\t<span class=\"elementor-headline-dynamic-text elementor-headline-text-active\">\n\t\t\t\t&nbsp;souverainet\u00e9&nbsp;technologique&nbsp;\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\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-1aeec1d elementor-widget-laptop__width-initial elementor-hidden-widescreen elementor-hidden-laptop elementor-hidden-tablet_extra elementor-hidden-tablet elementor-hidden-mobile_extra exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"1aeec1d\" 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 data-ccp-border-bottom=\"0.6666666666666666px none #000000\" data-ccp-padding-bottom=\"0px\"><span class=\"TextRun SCXW201190574 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW201190574 BCX8\">Avec l\u2019offre AI Innovation &amp; Technologies, <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW201190574 BCX8\">TransNumerik <\/span><span class=\"NormalTextRun SCXW201190574 BCX8\">\u00a0vous accompagne de bout en bout : de l\u2019exploration des technologies les plus prometteuses \u00e0 l\u2019industrialisation de cas d\u2019usage \u00e0 fort impact, en passant par le prototypage, l\u2019int\u00e9gration technologique et la mont\u00e9e en comp\u00e9tences de vos \u00e9quipes.<\/span><\/span><span class=\"EOP SCXW201190574 BCX8\" data-ccp-props=\"{&quot;335559685&quot;:-283,&quot;335559739&quot;:0,&quot;335572071&quot;:4,&quot;335572072&quot;:0,&quot;335572073&quot;:0,&quot;335572075&quot;:4,&quot;335572076&quot;:0,&quot;335572077&quot;:0,&quot;335572079&quot;:4,&quot;335572080&quot;:0,&quot;335572081&quot;:0,&quot;335572083&quot;:4,&quot;335572084&quot;:0,&quot;335572085&quot;:0,&quot;469789798&quot;:&quot;none&quot;,&quot;469789802&quot;:&quot;none&quot;,&quot;469789806&quot;:&quot;none&quot;,&quot;469789810&quot;:&quot;none&quot;}\">\u00a0<\/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-245b8d2 elementor-align-center exad-sticky-section-no exad-glass-effect-no elementor-widget elementor-widget-button\" data-id=\"245b8d2\" 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=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6Ijk1MTQiLCJ0b2dnbGUiOmZhbHNlfQ%3D%3D\">\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\">Contactez nos experts<\/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<\/div>\n\t\t<div class=\"elementor-element elementor-element-dabb46a e-con-full e-flex e-con e-child\" data-id=\"dabb46a\" data-element_type=\"container\" data-e-type=\"container\">\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI INNOVATION &#038;&nbsp;TECHNOLOGIES&nbsp; Explorer, prototyper et industrialiser les solutions d\u2019intelligence artificielle \u00e0 fort potentiel\u00a0 Enjeux clients&nbsp;face&nbsp;\u00e0&nbsp;&nbsp;l\u2019IA Si l\u2019intelligence artificielle suscite un engouement croissant au sein des entreprises et administrations, son int\u00e9gration op\u00e9rationnelle demeure un d\u00e9fi de fond. Entre promesses technologiques et r\u00e9alit\u00e9s organisationnelles, il se dressent des contraintes multiples : manque de clart\u00e9 strat\u00e9gique, maturit\u00e9&#8230;<\/p>","protected":false},"author":14,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"class_list":["post-9507","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI INNOVATION &amp; TECHNOLOGIES - TransNumerik<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/transnumerik.com\/en\/ai-innovation-technologies\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI INNOVATION &amp; TECHNOLOGIES - TransNumerik\" \/>\n<meta property=\"og:description\" content=\"AI INNOVATION &#038;&nbsp;TECHNOLOGIES&nbsp; Explorer, prototyper et industrialiser les solutions d\u2019intelligence artificielle \u00e0 fort potentiel\u00a0 Enjeux clients&nbsp;face&nbsp;\u00e0&nbsp;&nbsp;l\u2019IA Si l\u2019intelligence artificielle suscite un engouement croissant au sein des entreprises et administrations, son int\u00e9gration op\u00e9rationnelle demeure un d\u00e9fi de fond. 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