{"id":2814,"date":"2026-04-07T15:22:44","date_gmt":"2026-04-07T12:22:44","guid":{"rendered":"https:\/\/www.aveltechnologies.com\/ingenierie-assistee-par-lia\/"},"modified":"2026-05-21T13:04:42","modified_gmt":"2026-05-21T10:04:42","slug":"ingenierie-assistee-par-lia","status":"publish","type":"page","link":"https:\/\/www.aveltechnologies.com\/fr\/ingenierie-assistee-par-lia\/","title":{"rendered":"Ing\u00e9nierie assist\u00e9e par l&rsquo;IA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2814\" class=\"elementor elementor-2814 elementor-1811\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-19b8c8c e-flex e-con-boxed e-con e-parent\" data-id=\"19b8c8c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-372848a e-con-full e-flex e-con e-child\" data-id=\"372848a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0ccf104 elementor-widget elementor-widget-heading\" data-id=\"0ccf104\" 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<h1 class=\"elementor-heading-title elementor-size-default\">Ing\u00e9nierie assist\u00e9e par l'IA<br \/> <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8338255 e-flex e-con-boxed e-con e-parent\" data-id=\"8338255\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-87eb59b e-con-full e-flex e-con e-child\" data-id=\"87eb59b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-925cef2 elementor-widget elementor-widget-heading\" data-id=\"925cef2\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Services pour produits connect\u00e9s<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-012d882 elementor-widget elementor-widget-heading\" data-id=\"012d882\" 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\">L'IA qui r\u00e9sout de vrais probl\u00e8mes, pas des probl\u00e8mes imaginaires.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35ebd54 elementor-widget elementor-widget-text-editor\" data-id=\"35ebd54\" 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>Tout le monde parle de d\u00e9veloppement de syst\u00e8mes intelligents. Nous concentrons l\u00e0 o\u00f9 cela fonctionne r\u00e9ellement. Des flux de travail d\u2019ing\u00e9nierie plus intelligents \u00e0 l\u2019inf\u00e9rence en p\u00e9riph\u00e9rie sur des appareils embarqu\u00e9s, nous int\u00e9grons les capacit\u00e9s d\u2019apprentissage automatique l\u00e0 o\u00f9 elles cr\u00e9ent une valeur mesurable et reproductible. Nous les \u00e9cartons ailleurs, pas de jargon, pas de preuves de concept qui n\u2019atteignent jamais la production. Tout simplement une technologie intelligente appliqu\u00e9e avec rigueur d\u2019ing\u00e9nierie.      <\/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-d455eb2 elementor-widget elementor-widget-button\" data-id=\"d455eb2\" 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-sm\" href=\"https:\/\/www.aveltechnologies.com\/fr\/contactez-nous\/\">\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\">PARLONS-EN <\/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<\/div>\n\t\t<div class=\"elementor-element elementor-element-120c976 e-con-full e-flex e-con e-child\" data-id=\"120c976\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-945c26a elementor-view-stacked elementor-position-inline-start elementor-widget-tablet__width-initial elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"945c26a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-angle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tL'IA pratique au service de l'ex\u00e9cution en ing\u00e9nierie: \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tNous utilisons l'intelligence artificielle pour am\u00e9liorer les flux de travail d'ing\u00e9nierie l\u00e0 o\u00f9 elle cr\u00e9e une valeur mesurable dans le d\u00e9veloppement, la validation et la gestion des connaissances techniques.<br \/>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-cbcbfbc elementor-view-stacked elementor-position-inline-start elementor-widget-tablet__width-initial elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"cbcbfbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-angle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tEdge intelligence en condition r\u00e9elle: \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tNous concevons des capacit\u00e9s d'intelligence artificielle embarqu\u00e9e qui fonctionnent localement sur l'appareil, adapt\u00e9es aux contraintes d'ex\u00e9cution, de m\u00e9moire et de consommation \u00e9nerg\u00e9tique de la plateforme cible.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-66dc8a4 elementor-view-stacked elementor-position-inline-start elementor-widget-tablet__width-initial elementor-shape-circle elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"66dc8a4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-angle-right\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tInt\u00e9gration de l'IA pr\u00eate au d\u00e9ploiement: \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tNous int\u00e9grons et optimisons l'intelligence artificielle au sein des syst\u00e8mes embarqu\u00e9s afin que les mod\u00e8les ne soient pas seulement fonctionnels, mais \u00e9galement efficaces, maintenables et pr\u00eats pour un d\u00e9ploiement r\u00e9el.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-328a314 e-con-full e-flex e-con e-parent\" data-id=\"328a314\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-de819ff e-con-full e-flex e-con e-child\" data-id=\"de819ff\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-4a10713 e-con-full e-flex e-con e-child\" data-id=\"4a10713\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-c392c30 e-con-full e-flex e-con e-child\" data-id=\"c392c30\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-156e13b elementor-widget elementor-widget-heading\" data-id=\"156e13b\" 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<h4 class=\"elementor-heading-title elementor-size-default\">LA R\u00c9ALIT\u00c9<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6862de2 elementor-widget elementor-widget-heading\" data-id=\"6862de2\" 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\">La plupart des solutions d'IA dans les produits embarqu\u00e9s sous-perfoment parce qu'elles commencent par la technologie, et non par le probl\u00e8me \u00e0 r\u00e9soudre.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4cb3c02 elementor-widget elementor-widget-text-editor\" data-id=\"4cb3c02\" 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>L&rsquo;IA dans les syst\u00e8mes embarqu\u00e9s n&rsquo;est pas la m\u00eame chose que l&rsquo;IA dans une application web. On ne peut pas imposer un mod\u00e8le volumineux \u00e0 un processeur embarqu\u00e9 en esp\u00e9rant que tout se passe bien. On ne peut pas compter sur une bande passante cloud illimit\u00e9e. On ne peut pas ignorer les implications en mati\u00e8re de certification et de s\u00e9curit\u00e9 li\u00e9es \u00e0 l&rsquo;int\u00e9gration d&rsquo;un r\u00e9seau de neurones dans un produit critique s\u00e9curis\u00e9.   <\/p><p>Les entreprises qui r\u00e9ussissent avec l&rsquo;intelligence artificielle dans l&#8217;embarqu\u00e9 partent d&rsquo;un probl\u00e8me d&rsquo;ing\u00e9nierie clairement d\u00e9fini, valident que l&rsquo;intelligence artificielle est la bonne solution, puis construisent en tenant compte des contraintes du mat\u00e9riel cible d\u00e8s le premier jour.<\/p><p>C\u2019est exactement ainsi que nous travaillons. Nous combinons une connaissance approfondie des syst\u00e8mes embarqu\u00e9s avec une expertise pratique en intelligence artificielle. Seulement une ing\u00e9nierie rigoureuse appliqu\u00e9e l\u00e0 o\u00f9 l\u2019intelligence artificielle cr\u00e9e une valeur que vous pouvez mesurer.    <\/p><p>Certaines \u00e9quipes embarqu\u00e9es traitent l\u2019interface comme une couche suppl\u00e9mentaire, une \u00e9tape en fin de cycle. Nous savons ce que cela provoque : des interfaces utilisateur instables et \u00e9loign\u00e9es de la qualit\u00e9 de l\u2019ing\u00e9nierie attendue.  <\/p><p>Nous d\u00e9veloppons les applications orient\u00e9es utilisateur comme partie int\u00e9grante du produit, et non comme une d\u00e9coration superpos\u00e9e. Int\u00e9gr\u00e9es \u00e0 votre plateforme embarqu\u00e9e, connect\u00e9es \u00e0 votre infrastructure cloud et con\u00e7ues pour les personnes qui utilisent r\u00e9ellement votre produit au quotidien. <\/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-6493658 elementor-widget elementor-widget-heading\" data-id=\"6493658\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Explorons ce que l'IA peut r\u00e9ellement faire pour votre produit <\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8386a2 elementor-widget elementor-widget-button\" data-id=\"d8386a2\" 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-sm\" href=\"https:\/\/www.aveltechnologies.com\/fr\/contactez-nous\/\">\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\">PARLONS-EN <\/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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-79e359e e-con-full e-flex e-con e-child\" data-id=\"79e359e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-a53ede0 e-con-full e-flex e-con e-child\" data-id=\"a53ede0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8889e5a e-con-full e-flex e-con e-child\" data-id=\"8889e5a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33bbf94 elementor-widget elementor-widget-heading\" data-id=\"33bbf94\" 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<h4 class=\"elementor-heading-title elementor-size-default\">COMMENT NOUS TRAVAILLONS AVEC VOUS<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30633f0 elementor-widget elementor-widget-heading\" data-id=\"30633f0\" 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\">MOD\u00c8LES D'ENGAGEMENT<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f652bd elementor-widget elementor-widget-heading\" data-id=\"9f652bd\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Trois fa\u00e7ons de collaborer. Choisissez celle qui correspond \u00e0 votre projet. <\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99688c4 elementor-widget elementor-widget-text-editor\" data-id=\"99688c4\" 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>Onshore<\/strong><\/p><p>Nos ing\u00e9nieurs travaillent directement dans vos locaux, au plus pr\u00e8s de vos \u00e9quipes. Une int\u00e9gration compl\u00e8te \u00e0 vos processus quotidiens, vos outils et vos rituels de travail. Id\u00e9al pour les projets o\u00f9 la proximit\u00e9 est un enjeu de r\u00e9sultat et o\u00f9 les d\u00e9cisions doivent \u00eatre prises rapidement et localement.  <\/p><p><strong>Nearshore<\/strong><\/p><p>Notre centre d\u2019ing\u00e9nierie est bas\u00e9 \u00e0 Sibiu, en Roumanie. Des ing\u00e9nieurs sp\u00e9cialis\u00e9s en logiciel embarqu\u00e9, exp\u00e9riment\u00e9s, une infrastructure d\u00e9di\u00e9e et une collaboration fluide, offrant une proximit\u00e9 et une r\u00e9activit\u00e9 proches d\u2019une solution locale. <\/p><p><strong>Hybride<\/strong><\/p><p>Une combinaison de pr\u00e9sence sur site et de capacit\u00e9 nearshore. Con\u00e7u pour les projets qui n\u00e9cessitent \u00e0 la fois une collaboration \u00e9troite et une capacit\u00e9 d\u2019ing\u00e9nierie \u00e9volutive. Nous vous aidons \u00e0 d\u00e9finir le bon \u00e9quilibre d\u00e8s les premiers \u00e9changes.  <\/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-f9260ce elementor-widget elementor-widget-button\" data-id=\"f9260ce\" 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-sm\" href=\"https:\/\/www.aveltechnologies.com\/fr\/ingenierie-assistee-par-lia\/\">\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\">Trouvez le mod\u00e8le adapt\u00e9 \u00e0 votre projet <\/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<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1db17a7 e-flex e-con-boxed e-con e-parent\" data-id=\"1db17a7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-43c509e e-con-full e-flex e-con e-child\" data-id=\"43c509e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8f570e3 e-flex e-con-boxed e-con e-child\" data-id=\"8f570e3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a796f4 elementor-widget elementor-widget-heading\" data-id=\"4a796f4\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Ce que nous faisons<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4135e5d elementor-widget elementor-widget-heading\" data-id=\"4135e5d\" 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\">Automatisation des flux de travail d'ing\u00e9nierie<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ba97898 elementor-widget elementor-widget-text-editor\" data-id=\"ba97898\" 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>Nous appliquons l&rsquo;intelligence artificielle pour acc\u00e9l\u00e9rer l&rsquo;ex\u00e9cution des t\u00e2ches d&rsquo;ing\u00e9nierie dans les domaines du d\u00e9veloppement, de la validation et des flux de connaissances techniques. Cela inclut l&rsquo;assistance \u00e0 la r\u00e9daction de code, l&rsquo;interpr\u00e9tation des r\u00e9sultats de tests, l&rsquo;analyse des logs syst\u00e8me, le support \u00e0 la tra\u00e7abilit\u00e9 et l&rsquo;acc\u00e8s intelligent \u00e0 la documentation d&rsquo;ing\u00e9nierie, aidant ainsi les \u00e9quipes \u00e0 am\u00e9liorer leur rapidit\u00e9 et leur coh\u00e9rence sans retirer le jugement de l&rsquo;ing\u00e9nieur du processus. <\/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-32f02e1 elementor-widget elementor-widget-heading\" data-id=\"32f02e1\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Technologies cl\u00e9s: Python, int\u00e9gration de grands mod\u00e8les de langage, analyse automatis\u00e9e de code, analyse de log syst\u00e8me, recherche s\u00e9mantique, automatisation des flux de travail<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78c4308 elementor-widget elementor-widget-heading\" data-id=\"78c4308\" 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\">Edge AI pour les produits embarqu\u00e9s<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c9ab6e elementor-widget elementor-widget-text-editor\" data-id=\"0c9ab6e\" 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>Nous d\u00e9veloppons des capacit\u00e9s d&rsquo;inf\u00e9rence par intelligence artificielle pour les produits embarqu\u00e9s qui doivent interpr\u00e9ter des donn\u00e9es et prendre des d\u00e9cisions localement. Les cas d&rsquo;usage incluent la d\u00e9tection d&rsquo;anomalies, la maintenance pr\u00e9dictive, l&rsquo;interpr\u00e9tation de capteurs et la perception l\u00e9g\u00e8re, le tout adapt\u00e9 aux contraintes de calcul, de m\u00e9moire et de consommation \u00e9nerg\u00e9tique de l&rsquo;appareil cible. <\/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-5c54f23 elementor-widget elementor-widget-heading\" data-id=\"5c54f23\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Technologies cl\u00e9s: TensorFlow Lite, ONNX Runtime, PyTorch Mobile, quantification de mod\u00e8les, optimisation de l'inf\u00e9rence en p\u00e9riph\u00e9rie<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fff1e3 elementor-widget elementor-widget-heading\" data-id=\"3fff1e3\" 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\">Int\u00e9gration et optimisation de l'IA embarqu\u00e9e<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e065f26 elementor-widget elementor-widget-text-editor\" data-id=\"e065f26\" 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>Nous int\u00e9grons des capacit\u00e9s d&rsquo;intelligence artificielle dans des plateformes embarqu\u00e9es et les optimisons pour l&rsquo;efficacit\u00e9 \u00e0 l&rsquo;ex\u00e9cution, l&#8217;empreinte m\u00e9moire, la consommation \u00e9nerg\u00e9tique et la maintenabilit\u00e9 \u00e0 long terme. L&rsquo;objectif est de rendre l&rsquo;intelligence artificielle techniquement d\u00e9ployable dans de v\u00e9ritables contraintes embarqu\u00e9es, et pas seulement fonctionnelle dans des prototypes isol\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-0e51e3e elementor-widget elementor-widget-heading\" data-id=\"0e51e3e\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Technologies cl\u00e9s: TensorFlow Lite, ONNX Runtime, quantification, conversion de mod\u00e8les, optimisation de l'inf\u00e9rence, d\u00e9ploiement adapt\u00e9 au mat\u00e9riel<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3bb87c elementor-widget elementor-widget-heading\" data-id=\"f3bb87c\" 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\">Ing\u00e9nierie des donn\u00e9es et des mod\u00e8les pr\u00eate pour l'IA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92a5751 elementor-widget elementor-widget-text-editor\" data-id=\"92a5751\" 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>Nous pr\u00e9parons des pipelines de donn\u00e9es et des flux de travail de mod\u00e8les qui soutiennent un d\u00e9veloppement fiable de l&rsquo;intelligence artificielle pour les syst\u00e8mes embarqu\u00e9s et connect\u00e9s. Cela inclut la pr\u00e9paration des donn\u00e9es, l&rsquo;ing\u00e9nierie des caract\u00e9ristiques, les pipelines d&rsquo;\u00e9valuation et l&rsquo;adaptation des mod\u00e8les en accord avec les contraintes orient\u00e9es d\u00e9ploiement et les conditions d&rsquo;exploitation sp\u00e9cifiques au produit. <\/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-9907f1e elementor-widget elementor-widget-heading\" data-id=\"9907f1e\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Technologies cl\u00e9s: Python, NumPy, Pandas, scikit-learn, TensorFlow, PyTorch, ing\u00e9nierie des caract\u00e9ristiques, pipelines d'\u00e9valuation de mod\u00e8les<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-085c805 elementor-widget elementor-widget-heading\" data-id=\"085c805\" 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\">Architectures IA hybrides p\u00e9riph\u00e9rie-cloud<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-708aaaa elementor-widget elementor-widget-text-editor\" data-id=\"708aaaa\" 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>Nous concevons des architectures de syst\u00e8mes d&rsquo;intelligence artificielle qui r\u00e9partissent le traitement entre les appareils embarqu\u00e9s, les passerelles et les plateformes cloud en fonction des contraintes de latence, de bande passante, de confidentialit\u00e9 et de calcul. Cela garantit que l&rsquo;intelligence est plac\u00e9e l\u00e0 o\u00f9 elle apporte le plus de valeur, tant d&rsquo;un point de vue op\u00e9rationnel que technique. <\/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-bddb8d5 elementor-widget elementor-widget-heading\" data-id=\"bddb8d5\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Technologies cl\u00e9s: passerelles p\u00e9riph\u00e9riques, pipelines ML cloud, orchestration des charges de travail, routage des donn\u00e9es, concepts d'apprentissage f\u00e9d\u00e9r\u00e9<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Ing\u00e9nierie assist\u00e9e par l&rsquo;IA Services pour produits connect\u00e9s L&rsquo;IA qui r\u00e9sout de vrais probl\u00e8mes, pas des probl\u00e8mes imaginaires. Tout le monde parle de d\u00e9veloppement de syst\u00e8mes intelligents. Nous concentrons l\u00e0 o\u00f9 cela fonctionne r\u00e9ellement. Des flux de travail d\u2019ing\u00e9nierie plus intelligents \u00e0 l\u2019inf\u00e9rence en p\u00e9riph\u00e9rie sur des appareils embarqu\u00e9s, nous int\u00e9grons les capacit\u00e9s d\u2019apprentissage automatique [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":2812,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"disabled","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"enabled","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-2814","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.aveltechnologies.com\/fr\/wp-json\/wp\/v2\/pages\/2814","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.aveltechnologies.com\/fr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.aveltechnologies.com\/fr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.aveltechnologies.com\/fr\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.aveltechnologies.com\/fr\/wp-json\/wp\/v2\/comments?post=2814"}],"version-history":[{"count":0,"href":"https:\/\/www.aveltechnologies.com\/fr\/wp-json\/wp\/v2\/pages\/2814\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.aveltechnologies.com\/fr\/wp-json\/wp\/v2\/media\/2812"}],"wp:attachment":[{"href":"https:\/\/www.aveltechnologies.com\/fr\/wp-json\/wp\/v2\/media?parent=2814"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}