{"id":38371,"date":"2024-04-15T00:00:00","date_gmt":"2024-04-15T00:00:00","guid":{"rendered":"https:\/\/expleo.com\/global\/fr\/?post_type=case-studies&#038;p=38371"},"modified":"2026-03-24T09:24:30","modified_gmt":"2026-03-24T09:24:30","slug":"inspection-visuelle-intelligence-artificielle-automobile","status":"publish","type":"case-studies","link":"https:\/\/expleo.com\/global\/fr\/cas-clients\/inspection-visuelle-intelligence-artificielle-automobile\/","title":{"rendered":"Repenser l\u2019inspection visuelle\u202f: comment nous avons utilis\u00e9 l\u2019intelligence artificielle pour am\u00e9liorer la pr\u00e9cision et r\u00e9duire le temps de traitement pour un constructeur automobile"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"38371\" class=\"elementor elementor-38371\" data-elementor-post-type=\"case-studies\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1e542d4 gg-simple-text gg-container-small gg-article-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1e542d4\" 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-aed29c0\" data-id=\"aed29c0\" 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-4554e7e gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"4554e7e\" 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-bdcebca elementor-widget elementor-widget-text-editor\" data-id=\"bdcebca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW43708358 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW43708358 BCX8\">Un constructeur automobile \u00e0 la pointe de l\u2019\u00e9lectrification et du d\u00e9veloppement logiciel.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-207f05b gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"207f05b\" 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\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-937b741 elementor-widget elementor-widget-text-editor\" data-id=\"937b741\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW191602429 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW191602429 BCX8\"><span class=\"NormalTextRun SCXW174388680 BCX8\">L\u2019inspection visuelle joue un r\u00f4le essentiel dans la fabrication automobile. Chaque v\u00e9hicule doit \u00eatre contr\u00f4l\u00e9 pour s\u2019assurer qu\u2019il r\u00e9pond aux sp\u00e9cifications du mod\u00e8le, du march\u00e9, du client, etc. Il faut plusieurs minutes \u00e0 un humain pour effectuer <\/span><span class=\"NormalTextRun SCXW174388680 BCX8\">ces<\/span> <span class=\"NormalTextRun SCXW174388680 BCX8\">contr\u00f4les, contre seulement quelques secondes pour un syst\u00e8me utilisant des cam\u00e9ras. Mais le client a <\/span><span class=\"NormalTextRun SCXW174388680 BCX8\">constat\u00e9<\/span><span class=\"NormalTextRun SCXW174388680 BCX8\"> que sa solution initiale d\u2019inspection visuelle ne pouvait pas \u00eatre d\u00e9ploy\u00e9e \u00e0 l\u2019\u00e9chelle de toutes ses usines et n\u2019\u00e9tait donc pas en mesure de suivre le rythme de la production.<\/span><\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09d1961 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"09d1961\" 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-82c814a elementor-widget elementor-widget-text-editor\" data-id=\"82c814a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Le client avait besoin d\u2019un syst\u00e8me plus rapide et plus fluide. Le premier changement a consist\u00e9 \u00e0 adopter un mod\u00e8le de d\u00e9veloppement permettant d\u2019effectuer des contr\u00f4les de conformit\u00e9 en temps r\u00e9el \u00ab\u202f\u00e0 la p\u00e9riph\u00e9rie\u202f\u00bb. Cela signifie que le calcul est effectu\u00e9 sur l\u2019appareil lui-m\u00eame, au lieu d\u2019\u00eatre transf\u00e9r\u00e9 vers un serveur ou un cloud. Une telle approche \u00e9limine les probl\u00e8mes de latence et acc\u00e9l\u00e8re le processus.\u00a0<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Gr\u00e2ce \u00e0 notre expertise dans les domaines de l\u2019ing\u00e9nierie et du num\u00e9rique, nous avons \u00e9galement \u00e9t\u00e9 en mesure de recommander des algorithmes plus efficaces pour trouver le bon \u00e9quilibre entre temps de traitement et pr\u00e9cision.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-077e656 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"077e656\" 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-e2d184e elementor-widget elementor-widget-text-editor\" data-id=\"e2d184e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW217745064 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW217745064 BCX8\">Notre approche a permis d\u2019\u00e9laborer une m\u00e9thode rentable et beaucoup plus rapide, gr\u00e2ce \u00e0 laquelle le nouveau syst\u00e8me d&#8217;inspection visuelle bas\u00e9 sur des images 2D, enrichies par le Deep Learning pour la reconnaissance des images, a pu \u00eatre d\u00e9ploy\u00e9 dans 15\u202fusines \u00e0 travers le monde. Les inspecteurs humains re\u00e7oivent d\u00e9sormais chaque rapport sur une tablette en temps r\u00e9el, ce qui r\u00e9duit le niveau de subjectivit\u00e9 des contr\u00f4les de conformit\u00e9 tout en maintenant une supervision humaine experte.<\/span><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2696eb8 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"2696eb8\" 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\u202f? <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5822a73 elementor-widget elementor-widget-text-editor\" data-id=\"5822a73\" 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\tNotre approche a permis de r\u00e9duire le temps de traitement de 2 minutes \u00e0 20 secondes et nous nous effor\u00e7ons actuellement de passer sous la barre des 10\u202fsecondes. Au fur et \u00e0 mesure que le mod\u00e8le identifie de nouvelles non-conformit\u00e9s, nous effectuons des it\u00e9rations visant \u00e0 aboutir \u00e0 un syst\u00e8me o\u00f9 le mod\u00e8le d\u2019IA s\u2019auto-entra\u00eene automatiquement sans avoir besoin de la contribution de data scientists \u2013 avec \u00e0 la cl\u00e9, un syst\u00e8me encore plus efficace.\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-efd2892 gg-custom-white-color  gg-font-v8 elementor-widget elementor-widget-heading\" data-id=\"efd2892\" 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-a49e022 elementor-widget elementor-widget-text-editor\" data-id=\"a49e022\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span class=\"TextRun SCXW206998040 BCX8\" lang=\"EN-GB\" xml:lang=\"EN-GB\" data-contrast=\"auto\"><span class=\"TextRun SCXW121056000 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW121056000 BCX8\">L\u2019inspection visuelle fait partie int\u00e9grante de la plupart des processus de fabrication. Dans les secteurs certifi\u00e9<\/span><\/span><span class=\"TrackChangeTextDeletionMarker TrackedChange SCXW121056000 BCX8\"><span class=\"TextRun SCXW121056000 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"auto\"><span class=\"NormalTextRun TrackChangeTextDeletion SCXW121056000 BCX8\">s<\/span><\/span><\/span> <span class=\"TrackChangeTextDeletionMarker TrackedChange SCXW121056000 BCX8\"><span class=\"TextRun SCXW121056000 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"auto\"><span class=\"NormalTextRun TrackChangeTextDeletion SCXW121056000 BCX8\">, <\/span><\/span><\/span><span class=\"TextRun SCXW121056000 BCX8\" lang=\"FR-FR\" xml:lang=\"FR-FR\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW121056000 BCX8\">tels que l\u2019industrie pharmaceutique, les r\u00e9glementations exigent de d\u00e9montrer que ces processus sont syst\u00e9matiques et reproductibles. Compte tenu de nos connaissances intersectorielles, nous savons que rien ne nous emp\u00eache d\u2019appliquer ces meilleures pratiques dans des secteurs non certifi\u00e9s afin de gagner en rapidit\u00e9, en pr\u00e9cision et en efficacit\u00e9.<\/span><\/span><br \/><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bea078 elementor-widget elementor-widget-video\" data-id=\"3bea078\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/fyKGOlXM5jY&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\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-6abe675 gg-container-small gg-expleo-form gg-contact-us-form elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6abe675\" 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-5b6a801\" data-id=\"5b6a801\" 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-3afd252 elementor-widget elementor-widget-spacer\" data-id=\"3afd252\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38076e1 elementor-widget elementor-widget-gravity-advanced-cta\" data-id=\"38076e1\" 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-e32904c elementor-widget elementor-widget-embed-pardot-form\" data-id=\"e32904c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"embed-pardot-form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"gg-embed-pardot-form\">\n            <iframe src=\"https:\/\/go.expleo.com\/l\/997821\/2024-10-09\/2sms5\" style=\"width: 100%; border: none;\" type=\"text\/html\" frameborder=\"0\" allowTransparency=\"true\" class=\"g-analytics-pardot-form\"><\/iframe>        <\/div>\n        \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-16dca96 gg-container-small-pt-96 gg-slider-post-grid_title-section elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"16dca96\" 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-fa55a63\" data-id=\"fa55a63\" 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-81873ed gg-font-v4 gg-tagline-heading-left elementor-widget elementor-widget-heading\" data-id=\"81873ed\" 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\">Publications r\u00e9centes<\/h2>\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-a77e3ef gg-slider-post-grid gg-container-large elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a77e3ef\" 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-702037d\" data-id=\"702037d\" 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-387f03d lazy-load-slider loading elementor-widget elementor-widget-jet-listing-grid\" data-id=\"387f03d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;columns&quot;:&quot;3&quot;,&quot;columns_tablet&quot;:&quot;3&quot;,&quot;columns_mobile&quot;:&quot;1&quot;}\" data-widget_type=\"jet-listing-grid.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"jet-listing-grid jet-listing\"><div class=\"jet-listing-grid__items grid-col-desk-3 grid-col-tablet-3 grid-col-mobile-1 jet-listing-grid--35630\" data-queried-id=\"31486|WP_Post\" 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 found&quot;,&quot;is_masonry&quot;:false,&quot;equal_columns_height&quot;:&quot;&quot;,&quot;use_load_more&quot;:&quot;&quot;,&quot;load_more_id&quot;:&quot;&quot;,&quot;load_more_type&quot;:&quot;click&quot;,&quot;load_more_offset&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;use_custom_post_types&quot;:&quot;yes&quot;,&quot;custom_post_types&quot;:[&quot;events&quot;,&quot;insights&quot;,&quot;case-studies&quot;],&quot;hide_widget_if&quot;:&quot;&quot;,&quot;carousel_enabled&quot;:&quot;&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;arrows&quot;:&quot;true&quot;,&quot;arrow_icon&quot;:&quot;fa 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;:2000,&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>Qui \u00e9tait le client\u202f? Un constructeur automobile \u00e0 la pointe de l\u2019\u00e9lectrification et du d\u00e9veloppement logiciel. Quel \u00e9tait le probl\u00e8me\u202f? L\u2019inspection visuelle joue un r\u00f4le essentiel dans la fabrication automobile. Chaque v\u00e9hicule doit \u00eatre contr\u00f4l\u00e9 pour s\u2019assurer qu\u2019il r\u00e9pond aux sp\u00e9cifications du mod\u00e8le, du march\u00e9, du client, etc. Il faut plusieurs minutes \u00e0 un humain [&hellip;]<\/p>\n","protected":false},"featured_media":35949,"template":"","meta":{"_oasis_is_in_workflow":0,"_oasis_original":36232,"_oasis_task_priority":"2normal","service-grey-banner":"false","service-grey-banner-link":"","footnotes":""},"case-study-single-templates":[494],"topic":[184,126,121,127],"industry-taxonomy":[24],"country":[116],"service":[502,52,506,60,187,80,82,211,256,190,212,192,188],"class_list":["post-38371","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","case-study-single-templates-new-template","topic-data-science-and-cybersecurity","topic-industry-4-0","topic-innovation-conception","topic-transformation-des-activites","industry-taxonomy-automobile","country-global","service-analyse-donnees-clients-omnicanales","service-big-data-analyse-de-donnees-ia-et-algorithmes-avances","service-architecture-systemes-automatisation-industrielle","service-conception-processus-industriels","service-conseils-en-transformation","service-developpement-dapplications","service-evaluation-supply-chain","service-formation-and-developpement","service-maintenance-predictive","service-production-and-supply-chain","service-controle-des-logiciels-et-maintenance","service-support-client-et-maintenance","service-transformation-digitale"],"yoast_head":"<!-- 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