{"id":16597,"date":"2026-04-08T11:04:22","date_gmt":"2026-04-08T09:04:22","guid":{"rendered":"https:\/\/dev.jems-group.com\/?page_id=16597"},"modified":"2026-04-27T17:11:41","modified_gmt":"2026-04-27T15:11:41","slug":"data-acquisition","status":"publish","type":"page","link":"https:\/\/www.jems-group.com\/fr\/expertises\/data-acquisition\/","title":{"rendered":"Data Acquisition"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"16597\" class=\"elementor elementor-16597\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e8a6a94 e-flex e-con-boxed e-con e-parent\" data-id=\"e8a6a94\" 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-4fdc337 elementor-widget elementor-widget-global elementor-global-12335 elementor-widget-breadcrumbs\" data-id=\"4fdc337\" 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:\/\/dev.jems-group.com\/\">Accueil<\/a><\/span><\/span><\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-86772a3 e-con-full e-flex e-con e-child\" data-id=\"86772a3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-f938ac5 e-con-full e-flex e-con e-child\" data-id=\"f938ac5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a35077a elementor-widget elementor-widget-heading\" data-id=\"a35077a\" 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\">DATA ACQUISITION<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cff076 elementor-widget elementor-widget-text-editor\" data-id=\"1cff076\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tLa data acquisition ne consiste pas seulement \u00e0 connecter des sources. Elle permet d\u2019organiser, s\u00e9curiser et industrialiser la circulation des donn\u00e9es depuis les syst\u00e8mes internes, les partenaires, les APIs, l\u2019IoT ou les sources externes. En structurant ce premier maillon, les organisations am\u00e9liorent la qualit\u00e9 de leurs donn\u00e9es, acc\u00e9l\u00e8rent leur disponibilit\u00e9 et donnent \u00e0 leurs projets analytiques et IA un socle plus robuste.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-445a85d elementor-widget elementor-widget-button\" data-id=\"445a85d\" 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=\"#contact-form\">\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\">Parler \u00e0 un expert<\/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<\/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-0fbd2d8 e-flex e-con-boxed e-con e-parent\" data-id=\"0fbd2d8\" 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-299fb5d elementor-widget elementor-widget-heading\" data-id=\"299fb5d\" 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\">Fiabiliser la collecte des donn\u00e9es pour alimenter durablement vos usages data et IA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57521f6 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"57521f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21c6f19 elementor-widget elementor-widget-text-editor\" data-id=\"21c6f19\" 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 data-start=\"1101\" data-end=\"1457\">La data acquisition regroupe l\u2019ensemble des m\u00e9thodes, des architectures et des flux qui permettent de collecter, int\u00e9grer et acheminer les donn\u00e9es vers une plateforme cible. Elle couvre aussi bien les flux batch que temps r\u00e9el, qu\u2019ils proviennent d\u2019applications m\u00e9tier, de syst\u00e8mes legacy, de partenaires, d\u2019APIs, d\u2019objets connect\u00e9s ou de sources externes.<\/p><p data-start=\"1459\" data-end=\"1798\">Pour les DSI et les CDO, l\u2019enjeu n\u2019est pas simplement de faire circuler la donn\u00e9e. Il s\u2019agit de garantir qu\u2019elle arrive au bon endroit, au bon moment, dans le bon format, avec le bon niveau de qualit\u00e9 et de tra\u00e7abilit\u00e9. C\u2019est ce cadre qui permet ensuite d\u2019alimenter efficacement l\u2019analytique, la gouvernance et l\u2019intelligence artificielle.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-545b0ed elementor-widget elementor-widget-image\" data-id=\"545b0ed\" 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 decoding=\"async\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/elementor\/thumbs\/google-deepmind-8izdP4Ec9rA-unsplash-scaled-rlr5xiy64jyiw50vlae2gvruzylpn7wd5gbjixelxk.webp\" title=\"data acquisition\" alt=\"data acquisition\" loading=\"lazy\" \/>\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-4e8d137 elementor-widget elementor-widget-text-editor\" data-id=\"4e8d137\" 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 data-start=\"1814\" data-end=\"2178\">La data acquisition est devenue un sujet strat\u00e9gique parce qu\u2019elle <b>conditionne directement la performance de toute la cha\u00eene de valeur Data &amp; IA.<\/b> Une plateforme data peut \u00eatre puissante, des outils analytiques avanc\u00e9s, et les ambitions IA \u00e9lev\u00e9es. Mais si les flux qui alimentent l\u2019ensemble sont instables, redondants ou mal gouvern\u00e9s, les usages restent fragiles.<\/p><p data-start=\"2180\" data-end=\"2693\">Dans beaucoup d\u2019organisations, la collecte des donn\u00e9es s\u2019est construite progressivement, au fil des projets, des contraintes locales et des outils disponibles. Cela cr\u00e9e souvent un paysage h\u00e9t\u00e9rog\u00e8ne, avec des interfaces multiples, des pipelines difficiles \u00e0 maintenir, des d\u00e9lais de mise \u00e0 disposition variables et une qualit\u00e9 de service peu homog\u00e8ne. Les donn\u00e9es circulent, mais sans cadre structur\u00e9, ce qui complexifie la gouvernance, ralentit les usages et augmente la d\u00e9pendance \u00e0 des traitements correctifs.<\/p><p data-start=\"2695\" data-end=\"3086\">La data acquisition permet justement de reprendre le contr\u00f4le sur ce premier maillon. Elle vise \u00e0 <b>d\u00e9finir des patterns de collecte adapt\u00e9s<\/b>, \u00e0 <b>concevoir des flux robustes<\/b>, \u00e0 <b>organiser leur orchestration <\/b>et \u00e0 <b>garantir leur supervision dans le temps<\/b>. Elle ne rel\u00e8ve donc pas uniquement de l\u2019int\u00e9gration technique. C\u2019est un <b>enjeu d\u2019architecture, de fiabilit\u00e9 et de capacit\u00e9 \u00e0 passer \u00e0 l\u2019\u00e9chelle.<\/b><\/p><p data-start=\"3088\" data-end=\"3528\">Les approches purement technologiques montrent vite leurs limites. Connecter une source ou empiler des outils ne suffit pas si les flux ne sont ni observables, ni document\u00e9s, ni pens\u00e9s pour durer. <b>Une acquisition bien con\u00e7ue doit s\u2019inscrire dans une architecture coh\u00e9rente, supporter des environnements hybrides, faciliter la tra\u00e7abilit\u00e9 et fournir une donn\u00e9e r\u00e9ellement exploitable par les m\u00e9tiers comme par les syst\u00e8mes analytiques et IA.<\/b><\/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-bf6a933 e-flex e-con-boxed e-con e-parent\" data-id=\"bf6a933\" 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-0bb2446 elementor-widget elementor-widget-heading\" data-id=\"0bb2446\" 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\">Comment cette expertise se traduit chez jems ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23352a4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"23352a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4626953 elementor-widget elementor-widget-text-editor\" data-id=\"4626953\" 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 data-start=\"3585\" data-end=\"3745\">La data acquisition est con\u00e7ue ici comme un socle structurant de la cha\u00eene Data &amp; IA, pens\u00e9 pour la fiabilit\u00e9, la gouvernance et la mont\u00e9e en charge. Avec cette approche, Nous ne nous contentons pas de connecter des sources. Nous structurons une acquisition durable, exploitable et scalable, au service des usages m\u00e9tier.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9c448ae e-con-full e-flex e-con e-child\" data-id=\"9c448ae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0ceae96 e-con-full e-flex e-con e-child\" data-id=\"0ceae96\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-659ba82 elementor-widget elementor-widget-heading\" data-id=\"659ba82\" 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\">Architecture<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1cf06d9 elementor-widget elementor-widget-text-editor\" data-id=\"1cf06d9\" 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 data-start=\"3747\" data-end=\"3976\">Nous d\u00e9finissons des dispositifs d\u2019acquisition align\u00e9s sur l\u2019architecture cible de l\u2019entreprise, qu\u2019elle soit cloud, hybride ou multi-environnements, afin d\u2019\u00e9viter les flux isol\u00e9s ou difficiles \u00e0 faire \u00e9voluer.<\/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-f66161f e-con-full e-flex e-con e-child\" data-id=\"f66161f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d8d456 elementor-widget elementor-widget-heading\" data-id=\"9d8d456\" 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\">Collecte<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f015057 elementor-widget elementor-widget-text-editor\" data-id=\"f015057\" 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 data-start=\"3978\" data-end=\"4202\">Nous concevons des patterns de collecte adapt\u00e9s \u00e0 la diversit\u00e9 des sources, qu\u2019il s\u2019agisse de syst\u00e8mes internes, de partenaires, d\u2019APIs, d\u2019open data ou d\u2019IoT, avec une logique d\u2019harmonisation et de lisibilit\u00e9.<\/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-05eae36 e-con-full e-flex e-con e-child\" data-id=\"05eae36\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bd2d133 elementor-widget elementor-widget-heading\" data-id=\"bd2d133\" 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\">Orchestration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b59fb1f elementor-widget elementor-widget-text-editor\" data-id=\"b59fb1f\" 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 data-start=\"4204\" data-end=\"4414\">Nous mettons en place des pipelines robustes, supervis\u00e9s et industrialis\u00e9s, capables de s\u00e9curiser les \u00e9changes, de r\u00e9duire les ruptures de cha\u00eene et d\u2019am\u00e9liorer la disponibilit\u00e9 des donn\u00e9es.<\/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-5a19ce7 e-con-full e-flex e-con e-child\" data-id=\"5a19ce7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-28532df elementor-widget elementor-widget-heading\" data-id=\"28532df\" 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\">Gouvernance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92f658d elementor-widget elementor-widget-text-editor\" data-id=\"92f658d\" 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 data-start=\"4416\" data-end=\"4612\">Nous int\u00e9grons la tra\u00e7abilit\u00e9, la s\u00e9curisation et l\u2019exploitabilit\u00e9 de la donn\u00e9e d\u00e8s la conception des flux, pour garantir des usages analytiques et IA plus fiables dans la dur\u00e9e.<\/p>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d30e8ce e-flex e-con-boxed e-con e-parent\" data-id=\"d30e8ce\" 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-0272fb1 elementor-widget elementor-widget-heading\" data-id=\"0272fb1\" 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\">VALEUR METIER<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e47579 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6e47579\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42a7f37 elementor-widget elementor-widget-text-editor\" data-id=\"42a7f37\" 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 data-start=\"4805\" data-end=\"5067\">Une strat\u00e9gie de data acquisition bien pens\u00e9e am\u00e9liore la qualit\u00e9 de service de toute la cha\u00eene data. Elle r\u00e9duit les frictions techniques, acc\u00e9l\u00e8re la mise \u00e0 disposition des donn\u00e9es et renforce la confiance dans les usages analytiques comme dans les projets IA.<\/p><p data-start=\"5069\" data-end=\"5314\">Elle permet aussi aux \u00e9quipes de sortir d\u2019une logique de correction permanente pour aller vers une logique de pilotage, de supervision et de r\u00e9utilisation. La donn\u00e9e devient plus disponible, plus lisible et plus simple \u00e0 mobiliser dans le temps.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12ebdf1 e-con-full e-flex e-con e-child\" data-id=\"12ebdf1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-e2e8238 e-con-full e-flex e-con e-child\" data-id=\"e2e8238\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8812e57 e-con-full e-flex e-con e-child\" data-id=\"8812e57\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ed8cfd elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"6ed8cfd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c5b61b3 e-con-full e-flex e-con e-child\" data-id=\"c5b61b3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85add70 elementor-widget elementor-widget-text-editor\" data-id=\"85add70\" 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>Les flux sont plus lisibles, plus fiables et plus simples \u00e0 maintenir.<\/p>\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-a59b444 e-con-full e-flex e-con e-child\" data-id=\"a59b444\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-169b810 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"169b810\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-807031d elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"807031d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c0a5eb e-con-full e-flex e-con e-child\" data-id=\"0c0a5eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b7dc02 elementor-widget elementor-widget-text-editor\" data-id=\"5b7dc02\" 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>Les donn\u00e9es arrivent plus vite et dans un cadre plus homog\u00e8ne.<\/p>\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-613fab7 e-con-full e-flex e-con e-child\" data-id=\"613fab7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-cfd9c17 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"cfd9c17\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d03744b elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"d03744b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-54e302d e-con-full e-flex e-con e-child\" data-id=\"54e302d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d95e57 elementor-widget elementor-widget-text-editor\" data-id=\"9d95e57\" 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>Les usages analytiques et IA reposent sur un socle plus robuste.<\/p>\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-6a6f648 e-con-full e-flex e-con e-child\" data-id=\"6a6f648\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-187f00e e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"187f00e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0785672 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"0785672\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b2a458 e-con-full e-flex e-con e-child\" data-id=\"3b2a458\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1bf7bd4 elementor-widget elementor-widget-text-editor\" data-id=\"1bf7bd4\" 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>Les incidents de pipeline et les traitements manuels diminuent.<\/p>\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-c255689 e-con-full e-flex e-con e-child\" data-id=\"c255689\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6846440 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"6846440\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a77d7bf elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"a77d7bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-abdc0d1 e-con-full e-flex e-con e-child\" data-id=\"abdc0d1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5c0716e elementor-widget elementor-widget-text-editor\" data-id=\"5c0716e\" 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>La gouvernance et la tra\u00e7abilit\u00e9 deviennent plus faciles \u00e0 appliquer.<\/p>\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-b368dee e-con-full e-flex e-con e-child\" data-id=\"b368dee\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-fcf6598 e-con-full elementor-hidden-mobile e-flex e-con e-child\" data-id=\"fcf6598\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b1bcfb2 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"b1bcfb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M173.898 439.404l-166.4-166.4c-9.997-9.997-9.997-26.206 0-36.204l36.203-36.204c9.997-9.998 26.207-9.998 36.204 0L192 312.69 432.095 72.596c9.997-9.997 26.207-9.997 36.204 0l36.203 36.204c9.997 9.997 9.997 26.206 0 36.204l-294.4 294.401c-9.998 9.997-26.207 9.997-36.204-.001z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2dcbf2e e-con-full e-flex e-con e-child\" data-id=\"2dcbf2e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e0e2b5 elementor-widget elementor-widget-text-editor\" data-id=\"2e0e2b5\" 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 data-start=\"5316\" data-end=\"5745\">Le passage \u00e0 l\u2019\u00e9chelle est facilit\u00e9 quand de nouvelles sources doivent \u00eatre int\u00e9gr\u00e9es.<\/p>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1587644 e-flex e-con-boxed e-con e-parent\" data-id=\"1587644\" 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-b63cb63 elementor-widget elementor-widget-heading\" data-id=\"b63cb63\" 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\">VISION &amp; PERSPECTIVE<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0308565 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"0308565\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e178c4 elementor-widget elementor-widget-text-editor\" data-id=\"7e178c4\" 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 data-start=\"5792\" data-end=\"6262\">Dans les prochaines ann\u00e9es, la data acquisition va \u00e9voluer vers des dispositifs plus standardis\u00e9s, plus observables et plus intelligents. Les organisations vont chercher \u00e0 rationaliser leurs flux, \u00e0 mieux industrialiser leurs patterns de collecte et \u00e0 renforcer la supervision de bout en bout. L\u2019objectif ne sera plus seulement de connecter davantage de sources, mais de construire une acquisition durable, pilotable et compatible avec des usages de plus en plus vari\u00e9s.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e0959b elementor-widget elementor-widget-text-editor\" data-id=\"9e0959b\" 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 data-start=\"6264\" data-end=\"6732\">Cette \u00e9volution sera port\u00e9e par la g\u00e9n\u00e9ralisation des architectures hybrides, la progression du temps r\u00e9el, le besoin de tra\u00e7abilit\u00e9 renforc\u00e9e et l\u2019essor des usages IA. L\u2019automatisation jouera un r\u00f4le croissant dans le monitoring, la d\u00e9tection d\u2019anomalies et l\u2019optimisation des pipelines. L\u2019enjeu est clair : faire de la data acquisition un levier durable de performance, capable de soutenir les ambitions data et IA sans cr\u00e9er une nouvelle dette technique.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f82c629 elementor-widget elementor-widget-image\" data-id=\"f82c629\" 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 decoding=\"async\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/elementor\/thumbs\/google-deepmind-8izdP4Ec9rA-unsplash-scaled-rlr5xiy64jyiw50vlae2gvruzylpn7wd5gbjixelxk.webp\" title=\"data acquisition\" alt=\"data acquisition\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\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-205f42e e-flex e-con-boxed e-con e-parent\" data-id=\"205f42e\" 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-af93f7a elementor-widget elementor-widget-heading\" data-id=\"af93f7a\" 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\">POUR ALLER PLUS LOIN...<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-017adce elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"017adce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aec26f4 e-con-full e-flex e-con e-child\" data-id=\"aec26f4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6a50e1d e-con-full e-flex e-con e-child\" data-id=\"6a50e1d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-d4fb043 e-con-full e-flex e-con e-child\" data-id=\"d4fb043\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6938a5f e-transform e-transform elementor-widget elementor-widget-image\" data-id=\"6938a5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewX_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewX_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewY_effect_tablet&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_skewY_effect_mobile&quot;:{&quot;unit&quot;:&quot;deg&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.jems-group.com\/fr\/cas-client\/creer-un-nouveau-service-data-pour-des-milliers-dexperts-comptables\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/jakub-zerdzicki-90oiU5NfTfI-unsplash-1.webp\" class=\"attachment-large size-large wp-image-15084\" alt=\"data\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/jakub-zerdzicki-90oiU5NfTfI-unsplash-1.webp 1000w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/jakub-zerdzicki-90oiU5NfTfI-unsplash-1-300x200.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/jakub-zerdzicki-90oiU5NfTfI-unsplash-1-768x512.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/jakub-zerdzicki-90oiU5NfTfI-unsplash-1-18x12.jpg 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ecb8c8b e-con-full e-flex e-con e-child\" data-id=\"ecb8c8b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e08a05 elementor-widget elementor-widget-text-editor\" data-id=\"9e08a05\" 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>Cas client<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-321072f elementor-widget elementor-widget-text-editor\" data-id=\"321072f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<h4><strong>CEGID<\/strong><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-113876f elementor-align-right elementor-widget elementor-widget-button\" data-id=\"113876f\" 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\/cas-client\/creer-un-nouveau-service-data-pour-des-milliers-dexperts-comptables\/\">\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-long-arrow-alt-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">En savoir plus<\/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<\/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-93a8a67 e-flex e-con-boxed e-con e-parent\" data-id=\"93a8a67\" 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-17d2d7a elementor-widget elementor-widget-heading\" data-id=\"17d2d7a\" 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\">FAQ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56dd6c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"56dd6c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3ad8ce0 e-con-full e-flex e-con e-child\" data-id=\"3ad8ce0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a239f17 elementor-widget elementor-widget-n-accordion\" data-id=\"a239f17\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1700\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-1700\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Qu\u2019est-ce que la data acquisition ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1700\" class=\"elementor-element elementor-element-2452277 e-con-full e-flex e-con e-child\" data-id=\"2452277\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-297a814 elementor-widget elementor-widget-text-editor\" data-id=\"297a814\" 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 data-start=\"7128\" data-end=\"7339\">La data acquisition d\u00e9signe l\u2019ensemble des processus qui permettent de collecter, int\u00e9grer et acheminer les donn\u00e9es depuis diff\u00e9rentes sources vers une plateforme cible.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1701\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1701\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Pourquoi la data acquisition est-elle essentielle dans une strat\u00e9gie Data &amp; IA ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1701\" class=\"elementor-element elementor-element-c342192 e-con-full e-flex e-con e-child\" data-id=\"c342192\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-623b0b8 elementor-widget elementor-widget-text-editor\" data-id=\"623b0b8\" 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 data-start=\"7341\" data-end=\"7565\">Parce qu\u2019elle garantit la disponibilit\u00e9, la qualit\u00e9 et la tra\u00e7abilit\u00e9 des donn\u00e9es n\u00e9cessaires aux usages analytiques, d\u00e9cisionnels et IA.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1702\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1702\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Quelle diff\u00e9rence entre data acquisition et data ingestion ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1702\" class=\"elementor-element elementor-element-c26aca3 e-con-full e-flex e-con e-child\" data-id=\"c26aca3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ac963e elementor-widget elementor-widget-text-editor\" data-id=\"2ac963e\" 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 data-start=\"7567\" data-end=\"7828\">La data ingestion concerne l\u2019entr\u00e9e technique des donn\u00e9es dans un syst\u00e8me, tandis que la data acquisition couvre aussi la conception, l\u2019orchestration, la supervision et la s\u00e9curisation des flux.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1703\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1703\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Est-ce un sujet uniquement technique ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1703\" class=\"elementor-element elementor-element-964a23f e-flex e-con-boxed e-con e-child\" data-id=\"964a23f\" 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-377acc7 elementor-widget elementor-widget-text-editor\" data-id=\"377acc7\" 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 data-start=\"7830\" data-end=\"8039\">Non. Les choix d\u2019acquisition influencent directement la gouvernance, la performance op\u00e9rationnelle, la scalabilit\u00e9 et la capacit\u00e9 \u00e0 cr\u00e9er des usages m\u00e9tier fiables.<\/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\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1704\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"5\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1704\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Pourquoi la data acquisition est-elle cl\u00e9 pour l\u2019IA ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1704\" class=\"elementor-element elementor-element-c31e913 e-flex e-con-boxed e-con e-child\" data-id=\"c31e913\" 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-41109df elementor-widget elementor-widget-text-editor\" data-id=\"41109df\" 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 data-start=\"8041\" data-end=\"8226\">Parce qu\u2019une IA performante d\u00e9pend de donn\u00e9es fra\u00eeches, fiables, bien structur\u00e9es et disponibles dans un cadre industrialis\u00e9.<\/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\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-1705\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"6\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-1705\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><div class=\"e-n-accordion-item-title-text\"> Pourquoi confier ce sujet \u00e0 JEMS ? <\/div><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-down\" viewBox=\"0 0 320 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M143 352.3L7 216.3c-9.4-9.4-9.4-24.6 0-33.9l22.6-22.6c9.4-9.4 24.6-9.4 33.9 0l96.4 96.4 96.4-96.4c9.4-9.4 24.6-9.4 33.9 0l22.6 22.6c9.4 9.4 9.4 24.6 0 33.9l-136 136c-9.2 9.4-24.4 9.4-33.8 0z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-1705\" class=\"elementor-element elementor-element-5cdd2b5 e-flex e-con-boxed e-con e-child\" data-id=\"5cdd2b5\" 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-222b691 elementor-widget elementor-widget-text-editor\" data-id=\"222b691\" 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 data-start=\"8228\" data-end=\"8432\">Parce que JEMS relie l\u2019acquisition de donn\u00e9es \u00e0 l\u2019architecture cible, aux usages m\u00e9tier et aux exigences de gouvernance pour construire des flux vraiment durables.<\/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\t\t\t<\/details>\n\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<div class=\"elementor-element elementor-element-1ed5934 elementor-widget elementor-widget-text-editor\" data-id=\"1ed5934\" 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 data-start=\"8454\" data-end=\"8864\">La data acquisition constitue le premier socle d\u2019une cha\u00eene Data &amp; IA performante. Lorsqu\u2019elle est pens\u00e9e comme un sujet d\u2019architecture, de gouvernance et de fiabilit\u00e9, elle permet d\u2019acc\u00e9l\u00e9rer la disponibilit\u00e9 des donn\u00e9es, de s\u00e9curiser les usages analytiques et de donner aux projets IA des bases plus solides. JEMS accompagne cette structuration avec une approche industrielle, pragmatique et orient\u00e9e valeur.<\/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-118c8e6 e-flex e-con-boxed e-con e-parent\" data-id=\"118c8e6\" 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-f80d73c e-con-full e-flex e-con e-child\" data-id=\"f80d73c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3c79191 e-con-full e-flex e-con e-child\" data-id=\"3c79191\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e3219eb elementor-widget elementor-widget-heading\" data-id=\"e3219eb\" 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\">Structurer vos flux pour  <span class=\"mon-degrade\"> acc\u00e9l\u00e9rer vos usages data et IA<\/span> <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a81b97f elementor-widget elementor-widget-text-editor\" data-id=\"a81b97f\" 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 data-start=\"8952\" data-end=\"9115\">\u00c9changez avec un expert JEMS pour concevoir une strat\u00e9gie de data acquisition fiable, gouvernable et adapt\u00e9e \u00e0 la complexit\u00e9 r\u00e9elle de votre syst\u00e8me d\u2019information.<\/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-1fb35da e-con-full e-flex e-con e-child\" data-id=\"1fb35da\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e06623 elementor-widget elementor-widget-hubspot-form\" data-id=\"9e06623\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"hubspot-form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t\t\t\t<script>\n\t\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\t\tportalId: 143644598,\n\t\t\t\t\t\t\t\t\tformId: \"910a906d-d80c-4168-8b63-44fba4f4ac5a\",\n\t\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1777895755000-8315382183\",\n\t\t\t\t\t\t\t\t\tregion: \"eu1\",\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t})});\n\t\t\t\t\t\t<\/script>\n\t\t\t\t\t\t<div class=\"hbspt-form\" id=\"hbspt-form-1777895755000-8315382183\"><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-08b389c e-con-full e-flex e-con e-child\" data-id=\"08b389c\" data-element_type=\"container\" data-e-type=\"container\" id=\"contact-form\">\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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La data acquisition ne consiste pas seulement \u00e0 connecter des sources. Elle permet d\u2019organiser, s\u00e9curiser et industrialiser la circulation des donn\u00e9es depuis les syst\u00e8mes internes, les partenaires, les APIs, l\u2019IoT ou les sources externes. En structurant ce premier maillon, les organisations am\u00e9liorent la qualit\u00e9 de leurs donn\u00e9es, acc\u00e9l\u00e8rent leur disponibilit\u00e9 et donnent \u00e0 leurs projets analytiques et IA un socle plus robuste.<\/p>\n","protected":false},"author":5,"featured_media":16634,"parent":12165,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-16597","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Data Acquisition - JEMS<\/title>\n<meta name=\"description\" content=\"Data acquisition : structurez des flux fiables, gouvernables et scalables pour alimenter durablement vos usages data, analytiques et IA.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Acquisition - JEMS\" \/>\n<meta property=\"og:description\" content=\"Data acquisition : structurez des flux fiables, gouvernables et scalables pour alimenter durablement vos usages data, analytiques et IA.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/\" \/>\n<meta property=\"og:site_name\" content=\"JEMS\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-27T15:11:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dev.jems-group.com\/wp-content\/uploads\/2026\/04\/google-deepmind-8izdP4Ec9rA-unsplash-scaled.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/data-acquisition\\\/\",\"url\":\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/data-acquisition\\\/\",\"name\":\"Data Acquisition - JEMS\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.jems-group.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/data-acquisition\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/data-acquisition\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.jems-group.com\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/google-deepmind-8izdP4Ec9rA-unsplash-scaled.webp\",\"datePublished\":\"2026-04-08T09:04:22+00:00\",\"dateModified\":\"2026-04-27T15:11:41+00:00\",\"description\":\"Data acquisition : structurez des flux fiables, gouvernables et scalables pour alimenter durablement vos usages data, analytiques et IA.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/data-acquisition\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/data-acquisition\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/data-acquisition\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.jems-group.com\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/google-deepmind-8izdP4Ec9rA-unsplash-scaled.webp\",\"contentUrl\":\"https:\\\/\\\/www.jems-group.com\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/google-deepmind-8izdP4Ec9rA-unsplash-scaled.webp\",\"width\":1920,\"height\":1080,\"caption\":\"data acquisition\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/data-acquisition\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/dev.jems-group.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Expertises\",\"item\":\"https:\\\/\\\/dev.jems-group.com\\\/expertises\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Data Acquisition\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.jems-group.com\\\/#website\",\"url\":\"https:\\\/\\\/www.jems-group.com\\\/\",\"name\":\"JEMS\",\"description\":\"We turn data into AI-powered performance\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.jems-group.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.jems-group.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.jems-group.com\\\/#organization\",\"name\":\"JEMS\",\"url\":\"https:\\\/\\\/www.jems-group.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/www.jems-group.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.jems-group.com\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/Jems-logo-couleur.webp\",\"contentUrl\":\"https:\\\/\\\/www.jems-group.com\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/Jems-logo-couleur.webp\",\"width\":1600,\"height\":944,\"caption\":\"JEMS\"},\"image\":{\"@id\":\"https:\\\/\\\/www.jems-group.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/jems-group\\\/\",\"https:\\\/\\\/www.youtube.com\\\/@jems-group\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Acquisition - JEMS","description":"Data acquisition : structurez des flux fiables, gouvernables et scalables pour alimenter durablement vos usages data, analytiques et IA.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/","og_locale":"fr_FR","og_type":"article","og_title":"Data Acquisition - JEMS","og_description":"Data acquisition : structurez des flux fiables, gouvernables et scalables pour alimenter durablement vos usages data, analytiques et IA.","og_url":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/","og_site_name":"JEMS","article_modified_time":"2026-04-27T15:11:41+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/dev.jems-group.com\/wp-content\/uploads\/2026\/04\/google-deepmind-8izdP4Ec9rA-unsplash-scaled.webp","type":"image\/webp"}],"twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/","url":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/","name":"Data Acquisition - JEMS","isPartOf":{"@id":"https:\/\/www.jems-group.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/#primaryimage"},"image":{"@id":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/#primaryimage"},"thumbnailUrl":"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/04\/google-deepmind-8izdP4Ec9rA-unsplash-scaled.webp","datePublished":"2026-04-08T09:04:22+00:00","dateModified":"2026-04-27T15:11:41+00:00","description":"Data acquisition : structurez des flux fiables, gouvernables et scalables pour alimenter durablement vos usages data, analytiques et IA.","breadcrumb":{"@id":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/#primaryimage","url":"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/04\/google-deepmind-8izdP4Ec9rA-unsplash-scaled.webp","contentUrl":"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/04\/google-deepmind-8izdP4Ec9rA-unsplash-scaled.webp","width":1920,"height":1080,"caption":"data acquisition"},{"@type":"BreadcrumbList","@id":"https:\/\/dev.jems-group.com\/expertises\/data-acquisition\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/dev.jems-group.com\/"},{"@type":"ListItem","position":2,"name":"Expertises","item":"https:\/\/dev.jems-group.com\/expertises\/"},{"@type":"ListItem","position":3,"name":"Data Acquisition"}]},{"@type":"WebSite","@id":"https:\/\/www.jems-group.com\/#website","url":"https:\/\/www.jems-group.com\/","name":"JEMS","description":"We turn data into AI-powered performance","publisher":{"@id":"https:\/\/www.jems-group.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.jems-group.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/www.jems-group.com\/#organization","name":"JEMS","url":"https:\/\/www.jems-group.com\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.jems-group.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/12\/Jems-logo-couleur.webp","contentUrl":"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/12\/Jems-logo-couleur.webp","width":1600,"height":944,"caption":"JEMS"},"image":{"@id":"https:\/\/www.jems-group.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/jems-group\/","https:\/\/www.youtube.com\/@jems-group"]}]}},"_links":{"self":[{"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/pages\/16597","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/comments?post=16597"}],"version-history":[{"count":0,"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/pages\/16597\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/pages\/12165"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/media\/16634"}],"wp:attachment":[{"href":"https:\/\/www.jems-group.com\/fr\/wp-json\/wp\/v2\/media?parent=16597"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}