{"id":36232,"date":"2024-04-16T08:53:28","date_gmt":"2024-04-16T08:53:28","guid":{"rendered":"https:\/\/expleo.com\/global\/en\/?post_type=case-studies&#038;p=71194"},"modified":"2024-11-12T06:06:01","modified_gmt":"2024-11-12T06:06:01","slug":"simplifier-analyse-donnees-prise-decision","status":"publish","type":"case-studies","link":"https:\/\/expleo.com\/global\/fr\/cas-clients\/simplifier-analyse-donnees-prise-decision\/","title":{"rendered":"Simplifier l&#8217;analyse des donn\u00e9es pour am\u00e9liorer la prise de d\u00e9cision : comment nous avons aid\u00e9 les ing\u00e9nieurs automobiles \u00e0 prendre des d\u00e9cisions plus pertinentes et plus rapides"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"36232\" class=\"elementor elementor-36232\" data-elementor-post-type=\"case-studies\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ffe9713 gg-simple-text gg-container-small gg-article-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ffe9713\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3868497\" data-id=\"3868497\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3c6813f elementor-widget elementor-widget-text-editor\" data-id=\"3c6813f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>D\u00e9couvrez comment <strong>Expleo a simplifi\u00e9 l&#8217;analyse des<\/strong> <strong>donn\u00e9es<\/strong> en consolidant les donn\u00e9es des v\u00e9hicules de notre client dans une plateforme centralis\u00e9e et personnalis\u00e9e accessible via le cloud.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ddb8c1 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"0ddb8c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Qui \u00e9tait le client\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c57965e elementor-widget elementor-widget-text-editor\" data-id=\"c57965e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Notre client est l&#8217;un des principaux constructeurs automobiles dans le monde.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-388571e gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"388571e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quel \u00e9tait le probl\u00e8me pour l'analyse des donn\u00e9es\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f044641 elementor-widget elementor-widget-text-editor\" data-id=\"f044641\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Au cours de la phase de d\u00e9veloppement d&#8217;un nouveau v\u00e9hicule, les ing\u00e9nieurs de notre client devaient <strong>analyser des millions de donn\u00e9es afin d&#8217;identifier les anomalies, d&#8217;optimiser les performances mais aussi respecter les normes r\u00e9glementaires.<\/strong><\/p><p>Jusqu&#8217;ici ils le faisaient manuellement \u00e0 l&#8217;aide de multiples outils. Ils devaient \u00e9galement s&#8217;assurer que ces solutions \u00e9taient toutes <strong>conformes aux lois sur la confidentialit\u00e9 des donn\u00e9es<\/strong> en vigueur sur ses march\u00e9s.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e41d265 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"e41d265\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quelle solution a \u00e9t\u00e9 propos\u00e9e par Expleo\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3945605 elementor-widget elementor-widget-text-editor\" data-id=\"3945605\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Nos \u00e9quipes DevOps ont contribu\u00e9 \u00e0 la <strong>mise en place d&#8217;une plateforme de donn\u00e9es en libre-service h\u00e9berg\u00e9e sur le cloud<\/strong>, qui a <strong>unifi\u00e9 toutes les donn\u00e9es des v\u00e9hicules<\/strong> de notre client en <strong>un seul endroit centralis\u00e9.<\/strong><\/p><p>Il s&#8217;agissait notamment de d\u00e9velopper des fonctionnalit\u00e9s pour <strong>g\u00e9rer, cataloguer et visualiser les donn\u00e9es brutes<\/strong> qui pouvaient atteindre jusqu&#8217;\u00e0 50 gigaoctets par jour.<\/p><p>Au-del\u00e0 de simplifier l\u2019analyse des donn\u00e9es, nos \u00e9quipes se sont \u00e9galement occup\u00e9es de la <strong>gouvernance des donn\u00e9es<\/strong>. Il s&#8217;agissait de s&#8217;assurer que <strong>la plateforme respectait automatiquement les r\u00e9glementations en mati\u00e8re de protection de la vie priv\u00e9e. <\/strong>En effet, lors de la collecte de donn\u00e9es sur les v\u00e9hicules aupr\u00e8s des clients, il faut prendre compte les diff\u00e9rentes l\u00e9gislations en vigueur dans chaque pays.<\/p><p>Ce service a \u00e9t\u00e9 fourni par <strong>trois \u00e9quipes scrum mondiales travaillant en mode \u00ab\u00a0Scaled Agile framework\u00a0\u00bb (SAFe ) dans le cadre d&#8217;un \u00ab\u00a0Agile Release Train\u00a0\u00bb (ART).<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4919132 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"4919132\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En quoi cela a-t-il \u00e9t\u00e9 utile\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc8a291 elementor-widget elementor-widget-text-editor\" data-id=\"fc8a291\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>La plateforme de donn\u00e9es en libre-service h\u00e9berg\u00e9e dans le cloud a <strong>consid\u00e9rablement simplifi\u00e9 le processus d&#8217;analyse des donn\u00e9es.<\/strong><\/p><p>Effectivement<strong>, pour d\u00e9velopper et tester les fonctionnalit\u00e9s ADAS<\/strong> dans diff\u00e9rentes conditions, par exemple par temps de neige, les ing\u00e9nieurs devaient effectuer des recherches manuelles dans diff\u00e9rents syst\u00e8mes pour trouver ces informations tr\u00e8s sp\u00e9cifiques.<\/p><p><strong>Gr\u00e2ce \u00e0 la pr\u00e9paration, au catalogage et \u00e0 la v\u00e9rification automatiques de la qualit\u00e9 des donn\u00e9es, les ing\u00e9nieurs peuvent d\u00e9sormais rechercher et partager rapidement des informations pertinentes. <\/strong>De surcro\u00eet des notifications automatis\u00e9es les informent \u00e9galement d\u00e8s que les donn\u00e9es sont pr\u00eates \u00e0 \u00eatre examin\u00e9es, ce qui <strong>acc\u00e9l\u00e8re la r\u00e9solution des t\u00e2ches.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f458dd gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"5f458dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quels ont \u00e9t\u00e9 les r\u00e9sultats de cette plateforme pour l'analyse des donn\u00e9es ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c76e44c elementor-widget elementor-widget-text-editor\" data-id=\"c76e44c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Gr\u00e2ce \u00e0 cette plateforme intelligente pour l\u2019analyse des donn\u00e9es, <strong>les probl\u00e8mes d&#8217;ing\u00e9nierie peuvent d\u00e9sormais \u00eatre identifi\u00e9s et r\u00e9solus plus rapidement, ce qui r\u00e9duit le risque de retards de mise en production.<\/strong><\/p><p>En outre, <strong>la collaboration entre les \u00e9quipes a \u00e9t\u00e9 am\u00e9lior\u00e9e<\/strong>, avec une interface unique partag\u00e9e \u00e0 laquelle tout le monde peut acc\u00e9der depuis n&#8217;importe o\u00f9.<\/p><p>De plus, <strong>des \u00e9conomies ont \u00e9t\u00e9 r\u00e9alis\u00e9es<\/strong> en \u00e9liminant les inefficacit\u00e9s ant\u00e9rieures li\u00e9es \u00e0 l&#8217;utilisation de syst\u00e8mes multiples.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-258edf7 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"258edf7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cette approche pourrait-elle fonctionner pour moi\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c851285 elementor-widget elementor-widget-text-editor\" data-id=\"c851285\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>L&#8217;analyse des donn\u00e9es est extr\u00eamement pr\u00e9cieuse pour l&#8217;industrie automobile <\/strong>et l&#8217;acc\u00e8s facile \u00e0 des informations critiques peut avoir un impact sur tout, <strong>de la s\u00e9curit\u00e9 et des performances \u00e0 la conformit\u00e9 et aux co\u00fbts. <\/strong><\/p><p>Toute entreprise automobile cherchant \u00e0 <strong>utiliser les donn\u00e9es plus efficacement<\/strong> peut b\u00e9n\u00e9ficier d&#8217;une plateforme de donn\u00e9es personnalis\u00e9e partag\u00e9e sur le cloud.<\/p><p><strong>Gr\u00e2ce \u00e0 notre expertise combin\u00e9e en ing\u00e9nierie automobile et en digitale<\/strong>, nous pouvons vous aider \u00e0 <strong>concevoir, d\u00e9velopper et exploiter des plateformes de donn\u00e9es<\/strong> enti\u00e8rement nouvelles ou \u00e0 moderniser vos plateformes existantes.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fa07100 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fa07100\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c2db7f5\" data-id=\"c2db7f5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0ace00c elementor-widget elementor-widget-spacer\" data-id=\"0ace00c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div 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elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3fe7ebb elementor-widget elementor-widget-gravity-advanced-cta\" data-id=\"3fe7ebb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"gravity-advanced-cta.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"gg-advanced-cta\">\r\n            \r\n        <span class=\"gg-advanced-cta__heading gg-tagline-heading-left\">\r\n                Contactez nos experts \u200b                <\/span>\r\n                <\/div>\r\n\r\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f91176 gg-button-v5 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"8f91176\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div 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data-nav=\"{&quot;enabled&quot;:false,&quot;type&quot;:null,&quot;more_el&quot;:null,&quot;query&quot;:[],&quot;widget_settings&quot;:{&quot;lisitng_id&quot;:35630,&quot;posts_num&quot;:15,&quot;columns&quot;:3,&quot;columns_tablet&quot;:3,&quot;columns_mobile&quot;:1,&quot;column_min_width&quot;:240,&quot;column_min_width_tablet&quot;:240,&quot;column_min_width_mobile&quot;:240,&quot;inline_columns_css&quot;:false,&quot;is_archive_template&quot;:&quot;&quot;,&quot;post_status&quot;:[&quot;publish&quot;],&quot;use_random_posts_num&quot;:&quot;&quot;,&quot;max_posts_num&quot;:9,&quot;not_found_message&quot;:&quot;No data was 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fa-arrow-left&quot;,&quot;dots&quot;:&quot;&quot;,&quot;autoplay&quot;:&quot;true&quot;,&quot;pause_on_hover&quot;:&quot;true&quot;,&quot;autoplay_speed&quot;:&quot;2000&quot;,&quot;infinite&quot;:&quot;true&quot;,&quot;center_mode&quot;:&quot;true&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500,&quot;inject_alternative_items&quot;:&quot;&quot;,&quot;injection_items&quot;:[],&quot;scroll_slider_enabled&quot;:&quot;&quot;,&quot;scroll_slider_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;custom_query&quot;:false,&quot;custom_query_id&quot;:&quot;&quot;,&quot;_element_id&quot;:&quot;&quot;,&quot;collapse_first_last_gap&quot;:false,&quot;list_tag_selection&quot;:&quot;&quot;,&quot;list_items_wrapper_tag&quot;:&quot;div&quot;,&quot;list_item_tag&quot;:&quot;div&quot;,&quot;empty_items_wrapper_tag&quot;:&quot;div&quot;}}\" data-page=\"1\" data-pages=\"1\" data-listing-source=\"posts\" data-listing-id=\"35630\" data-query-id=\"\"><div class=\"jet-listing-grid__item jet-listing-dynamic-post-37645\" data-post-id=\"37645\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"35630\" class=\"elementor elementor-35630\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/fr\/perspectives\/livre-blanc\/digitalisation-a-tous-les-niveaux\/\">Rapport Industriel: La digitalisation \u00e0 tous les niveaux\u00a0<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-fr-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-37647\" alt=\"A vibrant cosmic background with clusters of stars in shades of purple and blue, overlayed with text in white that reads &quot;la digitalisation, votre solution pour une croissance durable.\" srcset=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-fr-768x432.jpg 768w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-fr-300x169.jpg 300w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-fr-1024x576.jpg 1024w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2024\/01\/digitalisation-report-featured-fr.jpg 1280w\" 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>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Industry 4.0<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Data Science &amp; Cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Ing\u00e9nierie et conception<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Transformation num\u00e9rique<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tRapport Industriel: La digitalisation \u00e0 tous les niveaux\u00a0\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-36152\" data-post-id=\"36152\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"35630\" class=\"elementor elementor-35630\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/fr\/perspectives\/blog\/transformation-numerique-nouvelles-competences\/\">Ne remettez pas votre transformation digitale \u00e0 plus tard. Pour relever les d\u00e9fis d\u2019aujourd\u2019hui, les entreprises industrielles ont besoin de nouvelles comp\u00e9tences&#8230;\u202f\u00a0<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/smart-city-inpage-1024x576-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-35951\" alt=\"view of a city\" srcset=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/smart-city-inpage-1024x576-1-768x432.jpg 768w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/smart-city-inpage-1024x576-1-300x169.jpg 300w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/smart-city-inpage-1024x576-1.jpg 1024w\" 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>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Industry 4.0<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Data Science &amp; Cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Innovation et R&amp;D<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Transformation num\u00e9rique<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tNe remettez pas votre transformation digitale \u00e0 plus tard. Pour relever les d\u00e9fis d\u2019aujourd\u2019hui, les entreprises industrielles ont besoin de nouvelles comp\u00e9tences&#8230;\u202f\u00a0\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-36150\" data-post-id=\"36150\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"35630\" class=\"elementor elementor-35630\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/fr\/perspectives\/blog\/defis-digitaux-meilleures-idees-tous-secteurs\/\">Comment les entreprises industrielles peuvent-elles relever leurs plus grands d\u00e9fis digitaux ? En appliquant les meilleures id\u00e9es venues de tous les secteurs.<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/green-energy-car-design-team-inpage-1024x576-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-35948\" alt=\"team of engineers working with ai\" srcset=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/green-energy-car-design-team-inpage-1024x576-1-768x432.jpg 768w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/green-energy-car-design-team-inpage-1024x576-1-300x169.jpg 300w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/green-energy-car-design-team-inpage-1024x576-1.jpg 1024w\" 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>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Data Science &amp; Cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Industry 4.0<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Ing\u00e9nierie et conception<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Transformation des activit\u00e9s<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tComment les entreprises industrielles peuvent-elles relever leurs plus grands d\u00e9fis digitaux ? En appliquant les meilleures id\u00e9es venues de tous les secteurs.\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-36191\" data-post-id=\"36191\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"35630\" class=\"elementor elementor-35630\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/fr\/perspectives\/blog\/projets-pilotes-deploiements-grande-echelle\/\">Des projets pilotes aux d\u00e9ploiements \u00e0 grande \u00e9chelle\u202f: comment les entreprises industrielles peuvent tirer le meilleur parti de technologies adapt\u00e9es\u202f?<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/data-science-inpage-1024x576-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-35947\" alt=\"hands and keyboard\" srcset=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/data-science-inpage-1024x576-1-768x432.jpg 768w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/data-science-inpage-1024x576-1-300x169.jpg 300w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/data-science-inpage-1024x576-1.jpg 1024w\" 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>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Ing\u00e9nierie et conception<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Data Science &amp; Cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Industry 4.0<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Transformation des activit\u00e9s<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tDes projets pilotes aux d\u00e9ploiements \u00e0 grande \u00e9chelle\u202f: comment les entreprises industrielles peuvent tirer le meilleur parti de technologies adapt\u00e9es\u202f?\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-36257\" data-post-id=\"36257\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"35630\" class=\"elementor elementor-35630\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/fr\/cas-clients\/base-donnees-maintenance-dynamique\/\">Obtenir une visibilit\u00e9 totale\u202f: comment nous avons cr\u00e9\u00e9 une base de donn\u00e9es de maintenance dynamique pour une entreprise a\u00e9rospatiale<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/airplane-taxiing-to-runway_featured-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-46611\" alt=\"Aerial view of a white airplane with red engines parked on an airport tarmac, with yellow markings visible on the gray concrete surface.\" srcset=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/airplane-taxiing-to-runway_featured-768x432.jpg 768w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/airplane-taxiing-to-runway_featured-300x169.jpg 300w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/airplane-taxiing-to-runway_featured-1024x576.jpg 1024w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/airplane-taxiing-to-runway_featured.jpg 1280w\" 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>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Ing\u00e9nierie et conception<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Data Science &amp; Cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Industry 4.0<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Transformation des activit\u00e9s<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tObtenir une visibilit\u00e9 totale\u202f: comment nous avons cr\u00e9\u00e9 une base de donn\u00e9es de maintenance dynamique pour une entreprise a\u00e9rospatiale\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><div class=\"jet-listing-grid__item jet-listing-dynamic-post-36293\" data-post-id=\"36293\"  >\t\t<div data-elementor-type=\"jet-listing-items\" data-elementor-id=\"35630\" class=\"elementor elementor-35630\" data-elementor-post-type=\"jet-engine\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de697c gg-post-item-listing-item elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de697c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a1bb83\" data-id=\"4a1bb83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8ae131f gg-listing-item-clickable elementor-widget elementor-widget-heading\" data-id=\"8ae131f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/expleo.com\/global\/fr\/cas-clients\/smart-factory-big-data\/\">Faire confiance aux donn\u00e9es\u202f: comment nous avons utilis\u00e9 le Big Data pour lancer le processus Smart Factory pour un fabricant de batteries<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae9a34d gg-post-item-listing-item_image elementor-widget elementor-widget-image\" data-id=\"ae9a34d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/automotive-engineer-working-on-electric-car-inpage-1024x576-1-768x432.jpg\" class=\"attachment-medium_large size-medium_large wp-image-35946\" alt=\"man looking at car on a tablet\" srcset=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/automotive-engineer-working-on-electric-car-inpage-1024x576-1-768x432.jpg 768w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/automotive-engineer-working-on-electric-car-inpage-1024x576-1-300x169.jpg 300w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/10\/automotive-engineer-working-on-electric-car-inpage-1024x576-1.jpg 1024w\" 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>\n\t\t\t\t<div class=\"elementor-element elementor-element-bccc653 gg-post-item-listing-item_category elementor-widget elementor-widget-jet-listing-dynamic-terms\" data-id=\"bccc653\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"jet-listing-dynamic-terms.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing jet-listing-dynamic-terms\"><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"yes\">Ing\u00e9nierie et conception<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Data Science &amp; Cybersecurity<\/span><\/span><span class=\"jet-listing-dynamic-terms__link\"><span data-primary-term=\"no\">Transformation des activit\u00e9s<\/span><\/span><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a1ebc16 gg-post-item-listing-item_cta-widget elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"a1ebc16\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta\">\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tFaire confiance aux donn\u00e9es\u202f: comment nous avons utilis\u00e9 le Big Data pour lancer le processus Smart Factory pour un fabricant de batteries\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ab5975 gg-slider-post-grid gg-container-large elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ab5975\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-45a6f0e\" data-id=\"45a6f0e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-981ad0c elementor-hidden-desktop elementor-hidden-mobile elementor-widget elementor-widget-spacer\" data-id=\"981ad0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e287e6f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e287e6f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c892600\" data-id=\"c892600\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5d3c2ae elementor-widget elementor-widget-image\" data-id=\"5d3c2ae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"303\" src=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/11\/et-si_white_rgb.png\" class=\"attachment-large size-large wp-image-36377\" alt=\"White background with the text &quot;[et si...]&quot; in bold white font enclosed in rounded brackets and ellipsis at the end.\" srcset=\"https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/11\/et-si_white_rgb.png 925w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/11\/et-si_white_rgb-300x114.png 300w, https:\/\/expleo.com\/global\/fr\/wp-content\/uploads\/2023\/11\/et-si_white_rgb-768x291.png 768w\" 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>\n\t\t\t\t<div class=\"elementor-element elementor-element-20fd4d6 gg-image-with-overalpping-text__heading elementor-widget elementor-widget-heading\" data-id=\"20fd4d6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">... vous pouviez faire prosp\u00e9rer <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a5355fb gg-image-with-overalpping-text__heading elementor-widget elementor-widget-heading\" data-id=\"a5355fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">n\u2019importe quelle nouvelle id\u00e9e.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b6935f gg-button-v2 elementor-align-center elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"7b6935f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/expleo.com\/global\/fr\/perspectives\/campagne\/et-si-tirer-profit-digitalisation-votre-echelle\/\">\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\">en d\u00e9couvrir plus<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>D\u00e9couvrez comment Expleo a simplifi\u00e9 l&#8217;analyse des donn\u00e9es en consolidant les donn\u00e9es des v\u00e9hicules de notre client dans une plateforme centralis\u00e9e et personnalis\u00e9e accessible via le cloud. Qui \u00e9tait le client\u202f? Notre client est l&#8217;un des principaux constructeurs automobiles dans le monde. Quel \u00e9tait le probl\u00e8me pour l&#8217;analyse des donn\u00e9es\u202f? Au cours de la phase [&hellip;]<\/p>\n","protected":false},"featured_media":39525,"template":"","meta":{"_oasis_is_in_workflow":0,"_oasis_original":0,"_oasis_task_priority":"","service-grey-banner":"false","service-grey-banner-link":"","footnotes":""},"case-study-single-templates":[494],"topic":[184],"industry-taxonomy":[24],"country":[116],"service":[52,188],"class_list":["post-36232","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","case-study-single-templates-new-template","topic-data-science-and-cybersecurity","industry-taxonomy-automobile","country-global","service-big-data-analyse-de-donnees-ia-et-algorithmes-avances","service-transformation-digitale"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Expleo | Simplifier l&#039;analyse des donn\u00e9es pour l&#039;automobile<\/title>\n<meta name=\"description\" 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