{"id":16791,"date":"2026-04-08T14:27:37","date_gmt":"2026-04-08T12:27:37","guid":{"rendered":"https:\/\/dev.jems-group.com\/?page_id=16791"},"modified":"2026-04-27T16:47:40","modified_gmt":"2026-04-27T14:47:40","slug":"data-analytics","status":"publish","type":"page","link":"https:\/\/www.jems-group.com\/en\/expertises\/data-analytics\/","title":{"rendered":"Data analytics"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"16791\" class=\"elementor elementor-16791\" 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 analytics<\/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 Analytics permet de collecter, mod\u00e9liser, analyser et restituer les donn\u00e9es dans des formats compr\u00e9hensibles et utiles pour les m\u00e9tiers. Lorsqu\u2019elle est structur\u00e9e, elle ne se limite pas \u00e0 produire des reportings : elle fiabilise les indicateurs, am\u00e9liore l\u2019autonomie des utilisateurs et transforme les outils BI en v\u00e9ritables supports d\u2019aide \u00e0 la d\u00e9cision. Chez JEMS, cette d\u00e9marche s\u2019appuie sur une approche orient\u00e9e usage, performance et adoption.\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-761505a elementor-widget elementor-widget-heading\" data-id=\"761505a\" 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\">Transformer les donn\u00e9es en d\u00e9cisions fiables, exploitables et \u00e9volutives pour les m\u00e9tiers, la BI et l\u2019IA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74e99b3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"74e99b3\" 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=\"1401\" data-end=\"1814\">La Data Analytics regroupe l\u2019ensemble des pratiques qui permettent d\u2019exploiter les donn\u00e9es pour \u00e9clairer la d\u00e9cision, suivre la performance et am\u00e9liorer les op\u00e9rations. Elle couvre \u00e0 la fois la mod\u00e9lisation, la visualisation, la restitution et l\u2019analyse des donn\u00e9es, dans des environnements de Business Intelligence comme Power BI, mais aussi dans des dispositifs plus avanc\u00e9s d\u2019analytics et d\u2019aide \u00e0 la d\u00e9cision.<\/p><p data-start=\"1401\" data-end=\"1814\">L\u2019enjeu n\u2019est plus seulement d\u2019avoir acc\u00e8s \u00e0 des tableaux de bord. Il s\u2019agit de disposer d\u2019indicateurs fiables, partag\u00e9s, compr\u00e9hensibles et r\u00e9ellement utilis\u00e9s. C\u2019est cette articulation entre patrimoine de donn\u00e9es, mod\u00e9lisation, design, usages et gouvernance qui permet \u00e0 la Data Analytics de cr\u00e9er une valeur durable dans l\u2019organisation. Pour nous, il existe quatre usages compl\u00e9mentaires : visualiser, comprendre, analyser et aller vers une logique de data as a service.<\/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\/path-digital-tR0jvlsmCuQ-unsplash-1-scaled-rlrai0pe4t4yni372e3otdftffu4ocxbrmaiy5id1k.webp\" title=\"Data analytics illustration\" alt=\"Data analytics illustration\" 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=\"2412\" data-end=\"2820\">La Data Analytics est devenue strat\u00e9gique parce que les organisations ont besoin de d\u00e9cider plus vite, avec plus de fiabilit\u00e9 et sur la base d\u2019informations partag\u00e9es. Les donn\u00e9es existent souvent en grand volume, mais elles restent difficiles \u00e0 mobiliser quand les sources sont h\u00e9t\u00e9rog\u00e8nes, les r\u00e8gles de calcul mal align\u00e9es, les mod\u00e8les insuffisamment structur\u00e9s ou les outils peu adapt\u00e9s aux usages m\u00e9tier.<\/p><p data-start=\"2822\" data-end=\"3295\">Dans beaucoup d\u2019entreprises, la Business Intelligence a longtemps \u00e9t\u00e9 abord\u00e9e comme un sujet de reporting. Cette approche atteint vite ses limites. Des rapports statiques, des indicateurs discut\u00e9s d\u2019un service \u00e0 l\u2019autre, des temps d\u2019affichage trop longs ou une faible adoption des tableaux de bord finissent par r\u00e9duire la valeur per\u00e7ue des projets analytics. Les m\u00e9tiers passent alors plus de temps \u00e0 chercher, retraiter ou contester la donn\u00e9e qu\u2019\u00e0 l\u2019exploiter r\u00e9ellement.<\/p><p data-start=\"3297\" data-end=\"3848\">Une d\u00e9marche Data Analytics structur\u00e9e permet au contraire de reprendre ce sujet dans son ensemble. Elle consiste \u00e0 consolider les sources, mod\u00e9liser les donn\u00e9es selon les usages, s\u00e9curiser les acc\u00e8s, construire des indicateurs partag\u00e9s et concevoir des interfaces r\u00e9ellement utiles \u00e0 la lecture et \u00e0 l\u2019action. La data visualisation doit aider \u00e0 comprendre les donn\u00e9es et \u00e0 prendre des dispositions selon les \u00e9volutions constat\u00e9es, et non seulement \u00e0 afficher des chiffres.<\/p><p data-start=\"3850\" data-end=\"4524\">Les approches purement techniques montrent ici encore leurs limites. D\u00e9ployer Power BI ou un autre outil ne suffit pas \u00e0 cr\u00e9er de la valeur si le mod\u00e8le de donn\u00e9es n\u2019est pas coh\u00e9rent, si les usages ne sont pas d\u00e9finis, ou si les utilisateurs finaux ne s\u2019approprient pas la solution. C\u2019est pourquoi une d\u00e9marche Data Analytics efficace doit articuler architecture, mod\u00e9lisation, exp\u00e9rience utilisateur, performance, gouvernance et conduite du changement. La page Notre m\u00e9thode combine data storytelling, design et exp\u00e9rience utilisateur afin d\u2019optimiser l\u2019adh\u00e9sion et l\u2019efficacit\u00e9 des services de reporting.<\/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-79882da elementor-widget elementor-widget-text-editor\" data-id=\"79882da\" 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=\"4581\" data-end=\"4760\">Chez JEMS, la Data Analytics est abord\u00e9e comme un service de pilotage orient\u00e9 m\u00e9tier, qui relie donn\u00e9es, mod\u00e9lisation, visualisation et adoption dans une logique industrielle.<\/p>\t\t\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=\"6316\" data-end=\"6499\">Avec cette approche, nous ne d\u00e9ployons pas seulement des dashboards : nous construisons des solutions analytiques fiables, performantes et r\u00e9ellement utiles au pilotage de l\u2019entreprise.<\/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\">Audit<\/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=\"3909\" data-end=\"4120\">Nous analysons les sources, les mod\u00e8les de donn\u00e9es, les cha\u00eenes de chargement, les r\u00e8gles de s\u00e9curit\u00e9 et les performances afin d\u2019identifier les points de blocage et les leviers d\u2019optimisation. La m\u00e9thode JEMS commence aussi par un audit et des recommandations data pour v\u00e9rifier l\u2019ad\u00e9quation entre mod\u00e8le de donn\u00e9es, outil BI et besoins utilisateurs.<\/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\">Mod\u00e9lisation<\/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=\"4544\" data-end=\"4875\">Nous structurons les donn\u00e9es selon les usages r\u00e9els, avec un travail sur les KPI, les r\u00e8gles de gestion, la mod\u00e9lisation, la performance et la s\u00e9curit\u00e9, notamment dans des environnements Power BI. Cette logique s\u2019inscrit dans la promesse JEMS de livrer des tableaux de bord adapt\u00e9s \u00e0 diff\u00e9rents niveaux d\u2019usage, du simple suivi d\u2019indicateurs jusqu\u2019au v\u00e9ritable outil d\u2019aide \u00e0 la d\u00e9cision.<\/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\">Exp\u00e9rience<\/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=\"4877\" data-end=\"5203\">Nous int\u00e9grons les utilisateurs au c\u0153ur de la d\u00e9marche pour concevoir des interfaces lisibles, utiles et adopt\u00e9es. Pour nous, les points fondamentaux sont les interviews, sondages, prototypes et tests utilisateurs, ainsi que la combinaison entre UX, design et data storytelling.<\/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\">Delivery<\/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=\"4968\" data-end=\"5211\">Nous mettons en \u0153uvre les solutions dans une logique agile et incr\u00e9mentale, avec cadrage, backlog, sprints, validation progressive et accompagnement \u00e0 la prise en main. Les autres points cl\u00e9s sont : la livraison de rapports cl\u00e9 en main, la prise en main et l\u2019industrialisation des tableaux de bord dans le temps.<\/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=\"5381\" data-end=\"5692\">Une d\u00e9marche Data Analytics bien structur\u00e9e am\u00e9liore la fiabilit\u00e9 des indicateurs, r\u00e9duit le temps d\u2019acc\u00e8s \u00e0 l\u2019information et renforce l\u2019autonomie des utilisateurs. Elle permet aux directions m\u00e9tiers de piloter plus finement leur activit\u00e9, avec des outils con\u00e7us pour comprendre, analyser et d\u00e9cider, et non simplement consulter des chiffres. Nous positionnons d\u2019ailleurs nos services de data visualisation comme des outils capables d\u2019\u00e9clairer l\u2019\u00e9tat de sant\u00e9 d\u2019une activit\u00e9 et d\u2019aider \u00e0 la d\u00e9cision.<\/p><p data-start=\"7061\" data-end=\"7260\">Cette valeur se renforce lorsque la solution est pens\u00e9e dans la dur\u00e9e, avec une mod\u00e9lisation coh\u00e9rente, une adoption m\u00e9tier r\u00e9elle et la possibilit\u00e9 d\u2019enrichir progressivement les usages analytiques.<\/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-widget__width-initial elementor-hidden-mobile 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 indicateurs deviennent plus fiables, plus partag\u00e9s et plus actionnables.<\/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 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-widget__width-initial elementor-hidden-mobile 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 m\u00e9tiers acc\u00e8dent plus vite \u00e0 une information compr\u00e9hensible et utile.<\/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 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-widget__width-initial elementor-hidden-mobile 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 tableaux de bord gagnent en lisibilit\u00e9, en performance et en adoption.<\/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 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-widget__width-initial elementor-hidden-mobile 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 analyses financi\u00e8res, op\u00e9rationnelles ou industrielles reposent sur des bases mieux structur\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<div class=\"elementor-element elementor-element-8f41318 e-con-full e-flex e-con e-child\" data-id=\"8f41318\" 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-2e7a64f e-con-full e-flex e-con e-child\" data-id=\"2e7a64f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e318267 elementor-widget__width-initial elementor-hidden-mobile elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"e318267\" 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-fdde255 e-con-full e-flex e-con e-child\" data-id=\"fdde255\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-968c8b0 elementor-widget elementor-widget-text-editor\" data-id=\"968c8b0\" 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 avanc\u00e9s se connectent plus facilement \u00e0 la data science et \u00e0 l\u2019IA.<\/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-442518b e-con-full e-flex e-con e-child\" data-id=\"442518b\" 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-50f0404 e-con-full e-flex e-con e-child\" data-id=\"50f0404\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e1d3c41 elementor-widget__width-initial elementor-hidden-mobile elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"e1d3c41\" 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-c06a121 e-con-full e-flex e-con e-child\" data-id=\"c06a121\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-149dae9 elementor-widget elementor-widget-text-editor\" data-id=\"149dae9\" 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=\"7262\" data-end=\"7754\">Le passage \u00e0 l\u2019\u00e9chelle est facilit\u00e9 gr\u00e2ce \u00e0 une approche plus industrialis\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<\/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=\"7801\" data-end=\"8225\">Dans les prochaines ann\u00e9es, la Data Analytics va continuer \u00e0 \u00e9voluer vers des solutions plus int\u00e9gr\u00e9es, plus autonomes et plus orient\u00e9es usage. Les organisations vont chercher \u00e0 d\u00e9passer le simple reporting pour construire de v\u00e9ritables services analytiques, capables d\u2019accompagner le pilotage quotidien, de s\u2019adapter \u00e0 de nouveaux cas d\u2019usage et de s\u2019articuler plus naturellement avec les plateformes data et les usages IA.<\/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=\"8227\" data-end=\"8785\">Cette \u00e9volution reposera sur plusieurs leviers : meilleure mod\u00e9lisation en amont, mont\u00e9e en puissance du self-service encadr\u00e9, automatisation croissante de certaines analyses, int\u00e9gration plus forte entre visualisation, gouvernance et alerting, et attention renforc\u00e9e \u00e0 l\u2019exp\u00e9rience utilisateur. A ce titre, nous distinguons visualisation, compr\u00e9hension, analyse et data as a service, ainsi qu\u2019en mettant l\u2019accent sur l\u2019industrialisation et la modernisation des services de dashboarding.<\/p><p data-start=\"8787\" data-end=\"9006\">Pour nous, une solution analytics performante ne commence pas au moment o\u00f9 l\u2019on dessine un dashboard. Elle se construit d\u00e8s la structuration de la donn\u00e9e, puis se prolonge jusqu\u2019\u00e0 son appropriation par les utilisateurs.<\/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\/path-digital-tR0jvlsmCuQ-unsplash-1-scaled-rlrai0pe4t4yni372e3otdftffu4ocxbrmaiy5id1k.webp\" title=\"Data analytics illustration\" alt=\"Data analytics illustration\" 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\/en\/actualites\/jems-devient-data-analytics-specialist-le-plus-haut-niveau-dexpertise-chez-google\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"693\" height=\"520\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2022\/07\/JEMS-Data-analytics-specialist-google.webp\" class=\"attachment-large size-large wp-image-13323\" alt=\"JEMS Data analytics specialist google\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2022\/07\/JEMS-Data-analytics-specialist-google.webp 693w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2022\/07\/JEMS-Data-analytics-specialist-google-300x225.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2022\/07\/JEMS-Data-analytics-specialist-google-16x12.png 16w\" sizes=\"(max-width: 693px) 100vw, 693px\" \/>\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>Article de blog<\/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 class=\"img-title\"><strong>JEMS devient \u00ab Data Analytics Specialist \u00bb le plus haut niveau d\u2019expertise chez Google<\/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\/en\/actualites\/jems-devient-data-analytics-specialist-le-plus-haut-niveau-dexpertise-chez-google\/\">\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<div class=\"elementor-element elementor-element-4c16aee e-con-full e-flex e-con e-child\" data-id=\"4c16aee\" 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-8c4c6ca e-con-full e-flex e-con e-child\" data-id=\"8c4c6ca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-43fe280 elementor-widget elementor-widget-image\" data-id=\"43fe280\" 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\t<a href=\"https:\/\/www.jems-group.com\/en\/actualites\/notre-apport-de-valeur-sur-la-dataviz\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"346\" src=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/tableau-de-bord-design.webp\" class=\"attachment-large size-large wp-image-13413\" alt=\"tableau-de-bord-design\" srcset=\"https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/tableau-de-bord-design.webp 768w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/tableau-de-bord-design-300x135.webp 300w, https:\/\/www.jems-group.com\/wp-content\/uploads\/2026\/03\/tableau-de-bord-design-18x8.jpg 18w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\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-bdd5d5f e-con-full e-flex e-con e-child\" data-id=\"bdd5d5f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d66816c elementor-widget elementor-widget-text-editor\" data-id=\"d66816c\" 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>ARTICLE DE BLOG<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d79841 elementor-widget elementor-widget-text-editor\" data-id=\"2d79841\" 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>Notre apport de valeur sur la dataviz<\/strong><\/h4><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8aab805 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"8aab805\" 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\/en\/actualites\/notre-apport-de-valeur-sur-la-dataviz\/\">\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 Analytics ? <\/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=\"9370\" data-end=\"9590\">La Data Analytics consiste \u00e0 collecter, mod\u00e9liser, analyser et restituer les donn\u00e9es afin d\u2019aider les organisations \u00e0 piloter leur activit\u00e9 et \u00e0 prendre des d\u00e9cisions plus fiables.<\/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\"> \u00c0 quoi sert la Data Analytics pour les m\u00e9tiers ? <\/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=\"9592\" data-end=\"9785\">Elle permet de suivre la performance, d\u2019identifier des leviers d\u2019am\u00e9lioration et de disposer de tableaux de bord adapt\u00e9s aux usages r\u00e9els.<\/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 est la diff\u00e9rence entre Business Intelligence et Data Analytics ? <\/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=\"9787\" data-end=\"10091\">La Business Intelligence se concentre surtout sur le reporting et la visualisation, tandis que la Data Analytics couvre aussi la mod\u00e9lisation, l\u2019optimisation, l\u2019analyse plus avanc\u00e9e et l\u2019int\u00e9gration avec d\u2019autres usages data.<\/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\"> Pourquoi Power BI est-il souvent utilis\u00e9 en Data Analytics ? <\/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=\"10093\" data-end=\"10340\">Parce qu\u2019il permet de mod\u00e9liser, visualiser et diffuser des analyses de mani\u00e8re performante, s\u00e9curis\u00e9e et accessible aux m\u00e9tiers, dans une logique de BI et de self-service encadr\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-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\"> 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-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=\"10342\" data-end=\"10551\">Non. La valeur d\u00e9pend aussi de la d\u00e9finition des besoins, de la lisibilit\u00e9 des interfaces, de l\u2019alignement sur les KPI et de l\u2019adoption par les utilisateurs finaux.<\/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=\"8966\" data-end=\"9199\">Parce que JEMS combine audit data, mod\u00e9lisation, UX, design, agilit\u00e9 et industrialisation pour construire des solutions analytics r\u00e9ellement utiles et adopt\u00e9es.<\/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=\"9221\" data-end=\"9696\">La Data Analytics est un levier central pour transformer les donn\u00e9es en d\u00e9cisions op\u00e9rationnelles, lisibles et partageables. Lorsqu\u2019elle est structur\u00e9e, gouvern\u00e9e et con\u00e7ue pour les usages, elle am\u00e9liore durablement la performance, l\u2019autonomie des m\u00e9tiers et la qualit\u00e9 du pilotage. JEMS accompagne cette transformation avec une approche orient\u00e9e valeur, m\u00ealant architecture data, mod\u00e9lisation, visualisation, exp\u00e9rience utilisateur et industrialisation.<\/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\">Faire de vos donn\u00e9es un vrai <span class=\"mon-degrade\"> levier de pilotage<\/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<div class=\"flex flex-col text-sm pb-25\"><section class=\"text-token-text-primary w-full focus:outline-none [--shadow-height:45px] has-data-writing-block:pointer-events-none has-data-writing-block:-mt-(--shadow-height) has-data-writing-block:pt-(--shadow-height) [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-69d4c64f-a08c-8328-ba4e-c1a7eeeac1fa-6\" data-testid=\"conversation-turn-20\" data-scroll-anchor=\"true\" data-turn=\"assistant\"><div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\"><div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\"><div class=\"flex max-w-full flex-col gap-4 grow\"><div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"d69646e6-aaa7-48a4-8dad-f0c2b405da1b\" data-message-model-slug=\"gpt-5-4-thinking\" data-turn-start-message=\"true\"><div class=\"flex w-full flex-col gap-1 empty:hidden\"><div class=\"markdown prose dark:prose-invert w-full wrap-break-word light markdown-new-styling\"><p data-start=\"11389\" data-end=\"11554\">\u00c9changez avec un expert JEMS pour structurer une d\u00e9marche Data Analytics adapt\u00e9e \u00e0 vos enjeux m\u00e9tiers, \u00e0 vos outils BI et \u00e0 votre trajectoire de passage \u00e0 l\u2019\u00e9chelle.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/section><\/div>\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: \"0420ef0d-28ba-4074-a297-75f93f5aa92b\",\n\t\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1777902555000-9287088157\",\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-1777902555000-9287088157\"><\/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>Data analytics allows for the collection, modelling, analysis, and presentation of data in understandable and useful formats for businesses. When structured, it goes beyond simply producing reports: it validates indicators, improves user autonomy, and transforms BI tools into genuine decision-support systems. At JEMS, this approach is based on a use-case, performance, and adoption-oriented strategy.<\/p>","protected":false},"author":5,"featured_media":16805,"parent":12165,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-16791","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 analytics - JEMS<\/title>\n<meta name=\"description\" content=\"Data Analytics : fiabilisez vos indicateurs, acc\u00e9l\u00e9rez la d\u00e9cision et industrialisez vos usages BI, Power BI et analytics \u00e0 l\u2019\u00e9chelle.\" \/>\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-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data analytics - 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