{"id":13266,"date":"2025-11-12T17:17:31","date_gmt":"2025-11-12T16:17:31","guid":{"rendered":"https:\/\/dev.jems-group.com\/?p=13266"},"modified":"2026-04-23T16:21:38","modified_gmt":"2026-04-23T14:21:38","slug":"comment-la-qualite-de-la-donnee-ameliore-vos-decisions-et-votre-efficacite","status":"publish","type":"post","link":"https:\/\/www.jems-group.com\/fr\/actualites\/comment-la-qualite-de-la-donnee-ameliore-vos-decisions-et-votre-efficacite\/","title":{"rendered":"Comment la qualit\u00e9 de la donn\u00e9e am\u00e9liore vos d\u00e9cisions et votre efficacit\u00e9\u202f?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13266\" class=\"elementor elementor-13266\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-240e634 e-flex e-con-boxed e-con e-parent\" data-id=\"240e634\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-62b218c elementor-widget elementor-widget-global elementor-global-12335 elementor-widget-breadcrumbs\" data-id=\"62b218c\" 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-816de0c e-con-full e-flex e-con e-child\" data-id=\"816de0c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-798d721 e-con-full e-flex e-con e-child\" data-id=\"798d721\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e053f1d elementor-widget elementor-widget-heading\" data-id=\"e053f1d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Comment la qualit\u00e9 de la donn\u00e9e am\u00e9liore vos d\u00e9cisions et votre efficacit\u00e9\u202f?<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b09188 elementor-widget elementor-widget-post-info\" data-id=\"9b09188\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-7c979de\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t<span class=\"elementor-post-info__item-prefix\">Publi\u00e9 le <\/span>\n\t\t\t\t\t\t\t\t\t\t<time>12 novembre 2025<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d01628e e-flex e-con-boxed e-con e-parent\" data-id=\"d01628e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0976b1b elementor-widget elementor-widget-text-editor\" data-id=\"0976b1b\" 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><span data-contrast=\"auto\">Derri\u00e8re les grands discours sur la transformation data-driven se cache une r\u00e9alit\u00e9 plus pragmatique :\u00a0<b>sans qualit\u00e9 de la donn\u00e9e, pas de valeur<\/b>.\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Les entreprises n\u2019ont jamais autant investi dans la donn\u00e9e. Catalogues, plateformes cloud, gouvernance, IA : tout semble r\u00e9uni pour exploiter cet actif strat\u00e9gique.<\/span><br \/><span data-contrast=\"auto\">Pourtant, un constat persiste : pr\u00e8s de 80 % des Data Products produits ne sont jamais utilis\u00e9s. En cause ? Une donn\u00e9e trop souvent incompl\u00e8te, incoh\u00e9rente ou obsol\u00e8te.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d44426 elementor-widget elementor-widget-heading\" data-id=\"5d44426\" 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\">1. Pourquoi la qualit\u00e9 de la donn\u00e9e est un enjeu critique ? \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-658453b elementor-widget elementor-widget-text-editor\" data-id=\"658453b\" 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><span data-contrast=\"auto\">La qualit\u00e9 des donn\u00e9es n\u2019est pas qu\u2019un sujet technique. Elle conditionne directement la\u00a0<\/span><b><span data-contrast=\"auto\">fiabilit\u00e9 des d\u00e9cisions<\/span><\/b><span data-contrast=\"auto\">, la\u00a0<\/span><b><span data-contrast=\"auto\">performance op\u00e9rationnelle<\/span><\/b><span data-contrast=\"auto\">\u00a0et la\u00a0<\/span><b><span data-contrast=\"auto\">confiance<\/span><\/b><span data-contrast=\"auto\">\u00a0entre les \u00e9quipes m\u00e9tiers et IT.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Quelques impacts concrets :<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Des erreurs dans les rapports financiers ou les pr\u00e9visions commerciales.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Des doublons clients qui faussent les analyses marketing.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Des d\u00e9lais de traitement qui explosent \u00e0 cause de la v\u00e9rification manuelle.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><p><span data-contrast=\"auto\">Les directions data le savent :\u00a0<\/span><b><span data-contrast=\"auto\">mesurer la qualit\u00e9 n\u2019est plus une option<\/span><\/b><span data-contrast=\"auto\">, mais un levier de performance \u00e0 part enti\u00e8re.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c53b39 elementor-widget elementor-widget-image\" data-id=\"8c53b39\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"430\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/11\/qualite-donnees-efficacite-768x430.webp\" class=\"attachment-medium_large size-medium_large wp-image-13268\" alt=\"qualit\u00e9 donn\u00e9es efficacit\u00e9\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/11\/qualite-donnees-efficacite-768x430.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/11\/qualite-donnees-efficacite-300x168.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/11\/qualite-donnees-efficacite-1024x574.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/11\/qualite-donnees-efficacite-18x10.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/11\/qualite-donnees-efficacite.webp 1456w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b3c680 elementor-widget elementor-widget-heading\" data-id=\"5b3c680\" 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\">2. Les limites des approches actuelles \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aac2699 elementor-widget elementor-widget-text-editor\" data-id=\"aac2699\" 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><span data-contrast=\"auto\">Malgr\u00e9 les progr\u00e8s des architectures modernes, la qualit\u00e9 des donn\u00e9es demeure un d\u00e9fi majeur pour la plupart des organisations.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Les contr\u00f4les manuels, souvent h\u00e9rit\u00e9s d\u2019anciens processus, mobilisent un temps consid\u00e9rable et reposent sur des scripts ou des v\u00e9rifications ponctuelles difficilement maintenables. \u00c0 mesure que les volumes augmentent et que les environnements se diversifient, ces approches deviennent non seulement chronophages, mais aussi peu fiables dans la dur\u00e9e.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">La multiplication des sources et des formats (SQL Server, Snowflake, BigQuery, API m\u00e9tiers, fichiers plats) multiplie les\u00a0<\/span><b><span data-contrast=\"auto\">risques d\u2019incoh\u00e9rence, de doublons ou de donn\u00e9es obsol\u00e8tes<\/span><\/b><span data-contrast=\"auto\">. Dans ce contexte, chaque \u00e9quipe met en place ses propres r\u00e8gles et outils de contr\u00f4le, ce qui engendre une\u00a0<\/span><b><span data-contrast=\"auto\">grande h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 des pratiques<\/span><\/b><span data-contrast=\"auto\">. Sans vision consolid\u00e9e, il devient impossible d\u2019obtenir une lecture fiable et continue de la qualit\u00e9 globale du patrimoine data.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Au final, les \u00e9quipes passent davantage de temps \u00e0 corriger les erreurs, \u00e0 identifier les causes d\u2019\u00e9carts ou \u00e0 redresser des pipelines d\u00e9faillants qu\u2019\u00e0 valoriser r\u00e9ellement les donn\u00e9es.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Cette situation fragilise la confiance dans les indicateurs produits, ralentit les projets analytiques et alimente un cercle vicieux o\u00f9 la donn\u00e9e, pourtant cens\u00e9e \u00e9clairer les d\u00e9cisions,\u00a0<\/span><b><span data-contrast=\"auto\">devient source de complexit\u00e9 et d\u2019incertitude<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad7e6ad elementor-widget elementor-widget-heading\" data-id=\"ad7e6ad\" 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\">3. Vers une surveillance continue de la qualit\u00e9 \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40462ce elementor-widget elementor-widget-text-editor\" data-id=\"40462ce\" 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><span data-contrast=\"auto\">Il devient aujourd\u2019hui indispensable de passer d\u2019une logique de contr\u00f4le ponctuel \u00e0 une v\u00e9ritable\u00a0<\/span><b><span data-contrast=\"auto\">surveillance continue de la qualit\u00e9 des donn\u00e9es<\/span><\/b><span data-contrast=\"auto\">. Les organisations ne peuvent plus se contenter de v\u00e9rifier la fiabilit\u00e9 de leurs informations \u00e0 intervalles irr\u00e9guliers : la donn\u00e9e \u00e9volue trop vite, circule dans trop de syst\u00e8mes et alimente d\u00e9sormais des usages critiques, de la prise de d\u00e9cision quotidienne jusqu\u2019\u00e0 l\u2019IA g\u00e9n\u00e9rative.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">C\u2019est tout l\u2019enjeu du\u00a0<\/span><b><span data-contrast=\"auto\">Data Quality as a Service (DQaaS)<\/span><\/b><span data-contrast=\"auto\">. Cette approche consiste \u00e0 int\u00e9grer la qualit\u00e9 de la donn\u00e9e directement au c\u0153ur des pipelines, de mani\u00e8re\u00a0<\/span><b><span data-contrast=\"auto\">automatis\u00e9e, mesurable et \u00e9volutive<\/span><\/b><span data-contrast=\"auto\">. Les contr\u00f4les ne sont plus des t\u00e2ches isol\u00e9es confi\u00e9es \u00e0 des \u00e9quipes techniques, mais des m\u00e9canismes int\u00e9gr\u00e9s et permanents qui garantissent la fiabilit\u00e9 du patrimoine data dans son ensemble.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Concr\u00e8tement, DQaaS s\u2019appuie sur\u00a0<\/span><b><span data-contrast=\"auto\">l\u2019automatisation des contr\u00f4les<\/span><\/b><span data-contrast=\"auto\">\u00a0pour \u00e9liminer les t\u00e2ches r\u00e9p\u00e9titives et limiter les erreurs humaines, sur une\u00a0<\/span><b><span data-contrast=\"auto\">visualisation centralis\u00e9e<\/span><\/b><span data-contrast=\"auto\">\u00a0via un tableau de bord clair et intuitif permettant de suivre les indicateurs de qualit\u00e9 en temps r\u00e9el, et sur une\u00a0<\/span><b><span data-contrast=\"auto\">int\u00e9gration continue<\/span><\/b><span data-contrast=\"auto\">\u00a0au sein des workflows data existants afin d\u2019assurer un monitoring constant et homog\u00e8ne dans le temps.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">En pla\u00e7ant la qualit\u00e9 au m\u00eame niveau que la performance ou la s\u00e9curit\u00e9, DQaaS transforme la gestion de la donn\u00e9e en un processus vivant, auto-contr\u00f4l\u00e9 et durable.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-545ba9b elementor-widget elementor-widget-heading\" data-id=\"545ba9b\" 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\">4. Data Quality as a Service by JEMS : une approche concr\u00e8te et ouverte<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5911b3e elementor-widget elementor-widget-text-editor\" data-id=\"5911b3e\" 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><span data-contrast=\"auto\">Chez\u00a0<\/span><b><span data-contrast=\"auto\">JEMS<\/span><\/b><span data-contrast=\"auto\">, nous avons con\u00e7u une solution DQaaS bas\u00e9e sur des technologies\u00a0<\/span><b><span data-contrast=\"auto\">open source robustes<\/span><\/b><span data-contrast=\"auto\">, d\u00e9ployable en quelques jours sur\u00a0<\/span><b><span data-contrast=\"auto\">5 \u00e0 7 datasets<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Les b\u00e9n\u00e9fices sont imm\u00e9diats :<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Automatisation des contr\u00f4les qualit\u00e9<\/span><\/b><span data-contrast=\"auto\">\u00a0: cr\u00e9ation de tests pr\u00e9d\u00e9finis ou personnalis\u00e9s selon vos r\u00e8gles m\u00e9tier.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Dashboard DQ<\/span><\/b><span data-contrast=\"auto\">\u00a0: un tableau de bord centralis\u00e9 pour monitorer la qualit\u00e9 sur toutes vos sources (BigQuery, Snowflake, SQL Server\u2026).<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul><ul><li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Int\u00e9gration continue<\/span><\/b><span data-contrast=\"auto\">\u00a0: des alertes et des rapports automatiques int\u00e9gr\u00e9s \u00e0 vos pipelines data.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-207ad64 elementor-widget elementor-widget-heading\" data-id=\"207ad64\" 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\">5. Les b\u00e9n\u00e9fices concrets \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9da7ee elementor-widget elementor-widget-text-editor\" data-id=\"d9da7ee\" 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><span data-contrast=\"auto\">Mettre en place un dispositif DQaaS, c\u2019est transformer un processus co\u00fbteux et dispers\u00e9 en un levier mesurable de performance.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2f43135 elementor-widget elementor-widget-text-editor\" data-id=\"2f43135\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<table><thead><tr><th>Objectif<\/th><th>Avant DQaaS<\/th><th>Avec DQaaS by JEMS<\/th><\/tr><\/thead><tbody><tr><td>Visibilit\u00e9 sur la qualit\u00e9<\/td><td>Donn\u00e9es dispers\u00e9es, absence de suivi centralis\u00e9<\/td><td>Tableau de bord unique et indicateurs consolid\u00e9s<\/td><\/tr><tr><td>Temps consacr\u00e9 aux tests<\/td><td>Contr\u00f4les manuels chronophages<\/td><td>Automatisation compl\u00e8te des contr\u00f4les et alertes<\/td><\/tr><tr><td>Fiabilit\u00e9 des d\u00e9cisions<\/td><td>Risque d\u2019erreurs, d\u2019incoh\u00e9rences et de doublons<\/td><td>Donn\u00e9es propres, tra\u00e7ables et contextualis\u00e9es<\/td><\/tr><tr><td>Adaptation m\u00e9tier<\/td><td>Tests g\u00e9n\u00e9riques peu pertinents<\/td><td>Contr\u00f4les personnalis\u00e9s selon les r\u00e8gles m\u00e9tier<\/td><\/tr><tr><td>Productivit\u00e9 des \u00e9quipes<\/td><td>Maintenances r\u00e9p\u00e9t\u00e9es, charge op\u00e9rationnelle \u00e9lev\u00e9e<\/td><td>Concentration sur la valeur et les usages m\u00e9tiers<\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84ac6fe elementor-widget elementor-widget-text-editor\" data-id=\"84ac6fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t\n<span data-contrast=\"auto\">\u00c0 la cl\u00e9 : une donn\u00e9e propre, tra\u00e7able, exploitable et surtout,\u00a0<\/span><b><span data-contrast=\"auto\">utile<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75c9ca8 elementor-widget elementor-widget-heading\" data-id=\"75c9ca8\" 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\">6. La qualit\u00e9 de la donn\u00e9e : premier pas vers la maturit\u00e9 Data \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e537bfc elementor-widget elementor-widget-text-editor\" data-id=\"e537bfc\" 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><span data-contrast=\"auto\">La ma\u00eetrise de la qualit\u00e9 n\u2019est pas une fin en soi. C\u2019est le\u00a0<\/span><b><span data-contrast=\"auto\">premier indicateur de maturit\u00e9<\/span><\/b><span data-contrast=\"auto\">\u00a0d\u2019une organisation r\u00e9ellement data-driven. Avant d\u2019industrialiser la gouvernance ou de d\u00e9ployer des usages avanc\u00e9s d\u2019IA, il faut pouvoir\u00a0<\/span><b><span data-contrast=\"auto\">faire confiance \u00e0 la donn\u00e9e<\/span><\/b><span data-contrast=\"auto\">\u00a0qui alimente ces syst\u00e8mes.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">La qualit\u00e9 devient donc un socle : ce qui permet \u00e0 la strat\u00e9gie data de tenir ses promesses.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Vous souhaitez aller plus loin dans la structuration de votre gouvernance data ou automatiser vos contr\u00f4les qualit\u00e9 ?<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5561f0e elementor-align-center elementor-widget elementor-widget-button\" data-id=\"5561f0e\" 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:\/\/decouverte.jems-group.com\/fr\/maturite-data-ia#etre-contacte\" target=\"_blank\">\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\">\u00catre recontact\u00e9 par 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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-35594e7 e-flex e-con-boxed e-con e-parent\" data-id=\"35594e7\" 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-2e727e2 elementor-widget elementor-widget-heading\" data-id=\"2e727e2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">PLUS DE RESSOURCES<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cad5f56 elementor-widget-divider--view-line elementor-widget elementor-widget-global elementor-global-343 elementor-widget-divider\" data-id=\"cad5f56\" 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-38f482e elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"38f482e\" data-element_type=\"widget\" data-e-type=\"widget\" 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rgba(0,0,0,0.5);--padding-top:0%;--padding-bottom:5%;--padding-left:0%;--padding-right:0%;}.elementor-12041 .elementor-element.elementor-element-64cf36a:not(.elementor-motion-effects-element-type-background), .elementor-12041 .elementor-element.elementor-element-64cf36a > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-color:var( --e-global-color-f6bd35a );}.elementor-12041 .elementor-element.elementor-element-5f4d684 img{width:100%;height:180px;object-fit:cover;object-position:center center;transition-duration:0.5s;border-radius:016px 016px 0px 0px;}.elementor-12041 .elementor-element.elementor-element-5f4d684:hover img{filter:brightness( 100% ) contrast( 100% ) saturate( 170% ) blur( 0px ) hue-rotate( 0deg );}.elementor-12041 .elementor-element.elementor-element-8a27494 .elementor-heading-title{font-size:21px;font-weight:700;line-height:30px;-webkit-text-stroke-color:#000;stroke:#000;color:#000000;}.elementor-12041 .elementor-element.elementor-element-8a27494{padding:03% 05% 03% 05%;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button-content-wrapper{flex-direction:row-reverse;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button .elementor-button-content-wrapper{gap:10px;}.elementor-12041 .elementor-element.elementor-element-7444ac3 .elementor-button{font-size:16px;font-weight:700;text-decoration:underline;fill:var( --e-global-color-primary );color:var( --e-global-color-primary );background-color:#02010100;}.elementor-12041 .elementor-element.elementor-element-7444ac3{padding:0px 0px 0px 0px;}\/* Start custom CSS for button, class: .elementor-element-7444ac3 *\/.elementor-12041 .elementor-element.elementor-element-7444ac3 {\r\n    margin-top: auto !important;\r\n}\/* End custom CSS *\/<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-14790 post-14790 post type-post status-publish format-standard has-post-thumbnail hentry category-ia\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"448\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-1024x574.webp\" class=\"attachment-large size-large wp-image-13367\" alt=\"IA Act m\u00e9thode\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-1024x574.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-300x168.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-768x430.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode-18x10.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2025\/10\/IA-Act-methode.webp 1456w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/fr\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">AI Act 2026 : Ce qui a chang\u00e9 depuis janvier et comment s\u00e9curiser sa trajectoire de conformit\u00e9 ?<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/fr\/actualites\/ai-act-2026-securise-trajectoire-securite\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-12775 post-12775 post type-post status-publish format-standard has-post-thumbnail hentry category-ia\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"419\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-1024x536.webp\" class=\"attachment-large size-large wp-image-12778\" alt=\"PAC RADAR JEMS 2026\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-1024x536.webp 1024w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-300x157.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-768x402.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026-18x9.png 18w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/PAC-RADAR-JEMS-2026.webp 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/fr\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">IA souveraine : un enjeu business, r\u00e9glementaire et strat\u00e9gique pour les entreprises fran\u00e7aises<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/fr\/actualites\/ia-souveraine-un-enjeu-business-reglementaire-et-strategique-pour-les-entreprises-francaises\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"12041\" class=\"elementor elementor-12041 e-loop-item e-loop-item-12897 post-12897 post type-post status-publish format-standard has-post-thumbnail hentry category-rse\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-64cf36a e-flex e-con-boxed e-con e-parent\" data-id=\"64cf36a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4d684 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"5f4d684\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"263\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/photo-groupe-int\u00e9rieur-JEMS.webp\" class=\"attachment-large size-large wp-image-12900\" alt=\"photo groupe int\u00e9rieur JEMS\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/photo-groupe-int\u00e9rieur-JEMS.webp 400w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/photo-groupe-int\u00e9rieur-JEMS-300x197.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/photo-groupe-int\u00e9rieur-JEMS-18x12.webp 18w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a27494 elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"8a27494\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.jems-group.com\/fr\/actualites\/index-egapro-jems-obtient-la-note-de-95-100-pour-2026\/\">Index Egapro : JEMS obtient la note de 95\/100 pour 2026<\/a><\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7444ac3 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"7444ac3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/fr\/actualites\/index-egapro-jems-obtient-la-note-de-95-100-pour-2026\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Lire l'article<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1171663 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"1171663\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.jems-group.com\/fr\/actualites\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Explorer nos actualit\u00e9s<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Derri\u00e8re les grands discours sur la transformation data-driven se cache une r\u00e9alit\u00e9 plus pragmatique : sans qualit\u00e9 de la donn\u00e9e, pas de valeur. Les entreprises n\u2019ont jamais autant investi dans la donn\u00e9e. Catalogues, plateformes cloud, gouvernance, IA : tout semble r\u00e9uni pour exploiter cet actif strat\u00e9gique.<br \/>\nPourtant, un constat persiste : pr\u00e8s de 80 % des Data Products produits ne sont jamais utilis\u00e9s. En cause ? Une donn\u00e9e trop souvent incompl\u00e8te, incoh\u00e9rente ou obsol\u00e8te. <\/p>\n","protected":false},"author":4,"featured_media":13268,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[21],"tags":[],"class_list":["post-13266","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-fr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qualit\u00e9 de la Donn\u00e9e : Am\u00e9liorer les D\u00e9cisions avec le DQaaS - JEMS<\/title>\n<meta name=\"description\" content=\"80 % des Data Products \u00e9chouent par manque de qualit\u00e9. 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