{"id":538109,"date":"2026-02-20T09:45:28","date_gmt":"2026-02-20T09:45:28","guid":{"rendered":"https:\/\/oworkers.com\/solutions-dia-services-multilingues-avec-supervision-humaine-pour-ia\/"},"modified":"2026-04-02T10:49:09","modified_gmt":"2026-04-02T10:49:09","slug":"service-agent-humain-dans-la-boucle","status":"publish","type":"page","link":"https:\/\/oworkers.com\/fr\/service-agent-humain-dans-la-boucle\/","title":{"rendered":"Solutions d&rsquo;IA &#8211; Services multilingues avec supervision humaine pour IA"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"538109\" class=\"elementor elementor-538109 elementor-528786\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5cf8ec4 e-flex e-con-boxed e-con e-parent\" data-id=\"5cf8ec4\" 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-cdfc90c e-con-full e-flex e-con e-child\" data-id=\"cdfc90c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e6c68ce elementor-widget elementor-widget-heading\" data-id=\"e6c68ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Services multilingues avec supervision humaine pour IA (HITL)<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b68128 elementor-widget elementor-widget-heading\" data-id=\"6b68128\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L'\u00c9L\u00c9MENT HUMAIN<br>dans l'\u00e9volution de l'IA \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b3e518 elementor-widget elementor-widget-heading\" data-id=\"4b3e518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">En tant que partenaire humain pour votre r\u00e9ussite dans le domaine de l'IA, nous vous fournissons des services multilingues, v\u00e9rifi\u00e9s, g\u00e9r\u00e9s, \u00e9volutifs et exp\u00e9riment\u00e9s, avec des \u00e9quipes d'annotateurs experts r\u00e9parties dans 4 centres \u00e0 travers le monde [Bulgarie | \u00c9gypte | Madagascar et Philippines].<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3a07463 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3a07463\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e2ad912 elementor-align-right elementor-widget__width-auto elementor-mobile-align-justify elementor-widget elementor-widget-button\" data-id=\"e2ad912\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/oworkers.com\/fr\/devis\/\">\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\">Demander un devis<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5667ce3 e-flex e-con-boxed e-con e-parent\" data-id=\"5667ce3\" 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-e9ca948 e-con-full e-flex e-con e-child\" data-id=\"e9ca948\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a70c5e3 elementor-widget elementor-widget-heading\" data-id=\"a70c5e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Nous avons la confiance de NOMBREUSES entreprises <\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e7d358 elementor-widget elementor-widget-heading\" data-id=\"8e7d358\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Entreprises leaders dans le domaine de l'IA\n<\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d24e865 e-con-full e-flex e-con e-child\" data-id=\"d24e865\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f59104 elementor-widget-tablet__width-initial elementor-widget elementor-widget-gallery\" data-id=\"0f59104\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;columns&quot;:7,&quot;aspect_ratio&quot;:&quot;1:1&quot;,&quot;_animation&quot;:&quot;none&quot;,&quot;_animation_delay&quot;:800,&quot;columns_mobile&quot;:3,&quot;columns_tablet&quot;:5,&quot;gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:20,&quot;sizes&quot;:[]},&quot;lazyload&quot;:&quot;yes&quot;,&quot;gallery_layout&quot;:&quot;grid&quot;,&quot;gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;content_hover_animation&quot;:&quot;fade-in&quot;}\" data-widget_type=\"gallery.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-gallery__container\">\n\t\t\t\t\t\t\t<div class=\"e-gallery-item elementor-gallery-item elementor-animated-content\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/oworkers.com\/wp-content\/uploads\/2020\/05\/logo-zalando-1.png\" data-width=\"200\" data-height=\"200\" aria-label=\"logo-zalando\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"e-gallery-item elementor-gallery-item elementor-animated-content\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/logo-focal-system.webp\" data-width=\"200\" data-height=\"200\" aria-label=\"logo-focal-system\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"e-gallery-item elementor-gallery-item elementor-animated-content\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/logo-michelin.webp\" data-width=\"200\" data-height=\"200\" aria-label=\"logo-michelin\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"e-gallery-item elementor-gallery-item elementor-animated-content\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/logo-toyota.webp\" data-width=\"200\" data-height=\"200\" aria-label=\"logo-toyota\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"e-gallery-item elementor-gallery-item elementor-animated-content\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/logo-6sense.webp\" data-width=\"200\" data-height=\"200\" aria-label=\"logo-6sense\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"e-gallery-item elementor-gallery-item elementor-animated-content\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/logo-oculo.webp\" data-width=\"200\" data-height=\"200\" aria-label=\"logo-oculo\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"e-gallery-item elementor-gallery-item elementor-animated-content\">\n\t\t\t\t\t<div class=\"e-gallery-image elementor-gallery-item__image\" data-thumbnail=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/logo-itemize.webp\" data-width=\"200\" data-height=\"200\" aria-label=\"logo-itemize\" role=\"img\" ><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\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-74289a1 e-flex e-con-boxed e-con e-parent\" data-id=\"74289a1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9de824a e-con-full e-flex e-con e-child\" data-id=\"9de824a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad91028 elementor-widget elementor-widget-text-editor\" data-id=\"ad91028\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/oworkers.com\/fr\/\">Oworkers<\/a> &gt; Supervision humaine pour IA <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-030e586 e-con-full e-flex e-con e-child\" data-id=\"030e586\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8e33c04 e-con-full e-flex e-con e-child\" data-id=\"8e33c04\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42dfab9 elementor-widget elementor-widget-image\" data-id=\"42dfab9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"768\" height=\"1116\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2026\/02\/ai-hybrid-solutions-human-in-the-loop-services.webp\" class=\"attachment-full size-full wp-image-538108\" alt=\"solutions-hybrides-bas\u00e9es-sur-l&#039;intelligence-artificielle-services-avec-intervention-humaine\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-de2e6e2 e-con-full e-flex e-con e-child\" data-id=\"de2e6e2\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69bb2de elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"69bb2de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">SOLUTION IA AVEC <strong>SUPERVISION HUMAINE<\/strong><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59b5ffd elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"59b5ffd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-114ed2a elementor-widget elementor-widget-heading\" data-id=\"114ed2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Les services \u00ab Human-in-the-loop \u00bb (HITL) sont un \u00e9l\u00e9ment essentiel de l'\u00e9cosyst\u00e8me d'annotation des donn\u00e9es. <span style=\"color: var( --e-global-color-primary );font-family: var( --e-global-typography-primary-font-family ), Sans-serif;font-size: 2rem;font-weight: var( --e-global-typography-primary-font-weight )\"><\/span><br><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbadbdf elementor-widget elementor-widget-text-editor\" data-id=\"cbadbdf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"84\" data-end=\"489\">Les services \u00ab human-in-the-loop \u00bb combinent l&rsquo;intelligence humaine et des algorithmes d&rsquo;apprentissage automatique pour cr\u00e9er un syst\u00e8me de r\u00e9troaction qui am\u00e9liore en permanence la qualit\u00e9 des annotations et les performances des mod\u00e8les. Ces services sont essentiels lorsque l&rsquo;annotation des donn\u00e9es exige une grande pr\u00e9cision et une expertise dans le domaine concern\u00e9. Ils sont souvent fournis dans le cadre de partenariats d&rsquo;externalisation sp\u00e9cialis\u00e9s afin de garantir leur \u00e9volutivit\u00e9 et leur rentabilit\u00e9. <\/p><p data-start=\"491\" data-end=\"790\">Les services \u00ab human-in-the-loop \u00bb constituent la r\u00e9f\u00e9rence en mati\u00e8re de cr\u00e9ation d&rsquo;ensembles de donn\u00e9es d&rsquo;entra\u00eenement de haute qualit\u00e9 pour la vision par ordinateur. Ils combinent les capacit\u00e9s de reconnaissance des formes de l&rsquo;IA avec le jugement, l&rsquo;expertise et l&rsquo;adaptabilit\u00e9 humains, une combinaison que des prestataires d&rsquo;<strong><a href=\"https:\/\/oworkers.com\/fr\/\">externalisation de confiance<\/a><\/strong> permettent de mettre en \u0153uvre \u00e0 grande \u00e9chelle.<\/p><p>D\u00e9couvrez \u00e9galement nos autres services d&rsquo;annotation : <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-733469c elementor-widget elementor-widget-text-editor\" data-id=\"733469c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li><a href=\"https:\/\/oworkers.com\/3d-annotation-services\/\">Annotation 3D<\/a><\/li><li data-start=\"491\" data-end=\"790\"><a href=\"https:\/\/oworkers.com\/fr\/services-annotation-audio\/\">Services d&rsquo;annotation audio<\/a><\/li><li data-start=\"491\" data-end=\"790\"><a href=\"https:\/\/oworkers.com\/fr\/services-etiquetage-des-donnees\/\">Services d&rsquo;\u00e9tiquetage de donn\u00e9es pour NPL &amp; LLM<\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8e74081 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8e74081\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0ac2425\" data-id=\"0ac2425\" 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-e4176cc elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"e4176cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Composantes essentielles des services HITL\n\n\n<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-47b5718 e-flex e-con-boxed e-con e-parent\" data-id=\"47b5718\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e1df838 e-con-full e-flex e-con e-child\" data-id=\"e1df838\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8781ae4 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"8781ae4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Expanded\" viewBox=\"0 0 64 64\"><path d=\"M40.27,28.63c-.33-.75-.94-1.22-1.65-1.25-.66-.02-1.29.34-1.66,1l-5,7c-.3.43-.67.67-1.03.7-.4.03-.73-.22-.94-.43l-3.28-3.36c-.36-.52-.88-.82-1.45-.83-.63-.01-1.16.3-1.54.85l-4.27,6.29c-.55.81-.6,2-.13,2.89.35.66.96,1.06,1.63,1.06h22.1c.6,0,1.15-.32,1.52-.87.49-.75.57-1.82.2-2.68l-4.5-10.37ZM42.91,40.55h-21.83c-.09-.17-.15-.58.02-.83h0s4.13-6.08,4.13-6.08l3.32,3.41c.71.73,1.6,1.1,2.52,1.03.96-.07,1.85-.62,2.51-1.53l4.94-6.91,4.41,10.16c.12.28.06.61-.02.75Z\"><\/path><path d=\"M29.4,28.96c2.07,0,3.76-1.69,3.76-3.76s-1.68-3.76-3.76-3.76-3.76,1.69-3.76,3.76,1.68,3.76,3.76,3.76ZM29.4,23.45c.97,0,1.76.79,1.76,1.76s-.79,1.76-1.76,1.76-1.76-.79-1.76-1.76.79-1.76,1.76-1.76Z\"><\/path><path d=\"M53.2,32.98c.43,1.42,1.74,2.47,3.31,2.47,1.91,0,3.47-1.56,3.47-3.47s-1.56-3.47-3.47-3.47c-1.56,0-2.87,1.05-3.31,2.47h-5.12v-5.76h1.5c1.21,0,2.19-.98,2.19-2.19v-1.74c0-.1.08-.19.19-.19h1.25c.43,1.42,1.74,2.47,3.31,2.47,1.91,0,3.47-1.56,3.47-3.47s-1.56-3.47-3.47-3.47c-1.56,0-2.87,1.05-3.31,2.47h-1.25c-1.21,0-2.19.98-2.19,2.19v1.74c0,.1-.08.19-.19.19h-1.5v-4.63c0-1.47-1.2-2.67-2.67-2.67h-4.65v-1.52c0-.1.08-.19.18-.19h1.74c1.2,0,2.18-.98,2.18-2.19v-1.25c1.42-.43,2.47-1.74,2.47-3.31,0-1.91-1.56-3.47-3.47-3.47s-3.47,1.56-3.47,3.47c0,1.56,1.05,2.87,2.47,3.31v1.25c0,.1-.08.19-.18.19h-1.74c-1.2,0-2.18.98-2.18,2.19v1.52h-5.76v-5.14c1.42-.43,2.47-1.74,2.47-3.31,0-1.91-1.56-3.47-3.47-3.47s-3.47,1.56-3.47,3.47c0,1.56,1.05,2.87,2.47,3.31v5.14h-5.76v-1.52c0-1.21-.98-2.19-2.18-2.19h-1.74c-.1,0-.18-.08-.18-.19v-1.25c1.42-.43,2.47-1.74,2.47-3.31,0-1.91-1.56-3.47-3.47-3.47s-3.47,1.56-3.47,3.47c0,1.56,1.05,2.87,2.47,3.31v1.25c0,1.21.98,2.19,2.18,2.19h1.74c.1,0,.18.08.18.19v1.52h-4.65c-1.47,0-2.67,1.2-2.67,2.67v4.63h-1.5c-.1,0-.19-.08-.19-.19v-1.74c0-1.21-.98-2.19-2.19-2.19h-1.25c-.43-1.42-1.74-2.47-3.31-2.47-1.91,0-3.47,1.56-3.47,3.47s1.56,3.47,3.47,3.47c1.56,0,2.87-1.05,3.31-2.47h1.25c.1,0,.19.08.19.19v1.74c0,1.21.98,2.19,2.19,2.19h1.5v5.76h-5.12c-.43-1.42-1.74-2.47-3.31-2.47-1.91,0-3.47,1.56-3.47,3.47s1.56,3.47,3.47,3.47c1.56,0,2.87-1.05,3.31-2.47h5.12v5.76h-1.5c-1.21,0-2.19.98-2.19,2.19v1.74c0,.1-.08.19-.19.19h-1.25c-.43-1.42-1.74-2.47-3.31-2.47-1.91,0-3.47,1.56-3.47,3.47s1.56,3.47,3.47,3.47c1.56,0,2.87-1.05,3.31-2.47h1.25c1.21,0,2.19-.98,2.19-2.19v-1.74c0-.1.08-.19.19-.19h1.5v4.66c0,1.47,1.2,2.67,2.67,2.67h4.65v1.49c0,.1-.08.19-.18.19h-1.74c-1.2,0-2.18.98-2.18,2.19v1.25c-1.42.43-2.47,1.74-2.47,3.31,0,1.91,1.56,3.47,3.47,3.47s3.47-1.56,3.47-3.47c0-1.56-1.05-2.87-2.47-3.31v-1.25c0-.1.08-.19.18-.19h1.74c1.2,0,2.18-.98,2.18-2.19v-1.49h5.76v5.11c-1.43.43-2.47,1.74-2.47,3.31,0,1.91,1.56,3.47,3.47,3.47s3.47-1.56,3.47-3.47c0-1.56-1.05-2.87-2.47-3.31v-5.11h5.76v1.49c0,1.21.98,2.19,2.18,2.19h1.74c.1,0,.18.08.18.19v1.25c-1.42.43-2.47,1.74-2.47,3.31,0,1.91,1.56,3.47,3.47,3.47s3.47-1.56,3.47-3.47c0-1.56-1.05-2.87-2.47-3.31v-1.25c0-1.21-.98-2.19-2.18-2.19h-1.74c-.1,0-.18-.08-.18-.19v-1.49h4.65c1.47,0,2.67-1.2,2.67-2.67v-4.66h1.5c.1,0,.19.08.19.19v1.74c0,1.21.98,2.19,2.19,2.19h1.25c.43,1.42,1.74,2.47,3.31,2.47,1.91,0,3.47-1.56,3.47-3.47s-1.56-3.47-3.47-3.47c-1.56,0-2.87,1.05-3.31,2.47h-1.25c-.1,0-.19-.08-.19-.19v-1.74c0-1.21-.98-2.19-2.19-2.19h-1.5v-5.76h5.12ZM56.5,30.51c.81,0,1.47.66,1.47,1.47s-.66,1.47-1.47,1.47-1.47-.66-1.47-1.47.66-1.47,1.47-1.47ZM56.5,18.64c.81,0,1.47.66,1.47,1.47s-.66,1.47-1.47,1.47-1.47-.66-1.47-1.47.66-1.47,1.47-1.47ZM42.4,7.48c0-.81.66-1.47,1.47-1.47s1.47.66,1.47,1.47-.66,1.47-1.47,1.47-1.47-.66-1.47-1.47ZM18.66,7.48c0-.81.66-1.47,1.47-1.47s1.47.66,1.47,1.47-.66,1.47-1.47,1.47-1.47-.66-1.47-1.47ZM7.5,21.58c-.81,0-1.47-.66-1.47-1.47s.66-1.47,1.47-1.47,1.47.66,1.47,1.47-.66,1.47-1.47,1.47ZM7.5,33.45c-.81,0-1.47-.66-1.47-1.47s.66-1.47,1.47-1.47,1.47.66,1.47,1.47-.66,1.47-1.47,1.47ZM7.5,45.32c-.81,0-1.47-.66-1.47-1.47s.66-1.47,1.47-1.47,1.47.66,1.47,1.47-.66,1.47-1.47,1.47ZM21.6,56.49c0,.81-.66,1.47-1.47,1.47s-1.47-.66-1.47-1.47.66-1.47,1.47-1.47,1.47.66,1.47,1.47ZM45.34,56.49c0,.81-.66,1.47-1.47,1.47s-1.47-.66-1.47-1.47.66-1.47,1.47-1.47,1.47.66,1.47,1.47ZM30.53,7.48c0-.81.66-1.47,1.47-1.47s1.47.66,1.47,1.47-.66,1.47-1.47,1.47-1.47-.66-1.47-1.47ZM33.47,56.49c0,.81-.66,1.47-1.47,1.47s-1.47-.66-1.47-1.47.66-1.47,1.47-1.47,1.47.66,1.47,1.47ZM46.07,24.14s-.02.05-.02.08.01.05.02.08v7.59s-.02.05-.02.08.01.05.02.08v7.59s-.02.05-.02.08.01.05.02.08v5.58c0,.37-.3.67-.67.67h-5.49c-.05,0-.1-.03-.16-.03s-.11.02-.16.03h-7.44c-.05,0-.1-.03-.16-.03s-.11.02-.16.03h-7.44c-.05,0-.1-.03-.16-.03s-.11.02-.16.03h-5.49c-.37,0-.67-.3-.67-.67v-5.58s.02-.05.02-.08-.01-.05-.02-.08v-7.59s.02-.05.02-.08-.01-.05-.02-.08v-7.59s.02-.05.02-.08-.01-.05-.02-.08v-5.55c0-.37.3-.67.67-.67h26.81c.37,0,.67.3.67.67v5.55ZM56.5,42.38c.81,0,1.47.66,1.47,1.47s-.66,1.47-1.47,1.47-1.47-.66-1.47-1.47.66-1.47,1.47-1.47Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-130ceae elementor-widget elementor-widget-heading\" data-id=\"130ceae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Assistance initiale \u00e0 l'apprentissage automatique<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-984f921 elementor-widget elementor-widget-text-editor\" data-id=\"984f921\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>Les algorithmes effectuent des annotations ou des pr\u00e9dictions lors d&rsquo;un premier passage.<\/li><li>Pr\u00e9-\u00e9tiquetage des caract\u00e9ristiques \u00e9videntes afin de r\u00e9duire la charge de travail humaine<\/li><li>Syst\u00e8mes de suggestion proposant des annotations pour v\u00e9rification humaine<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-efd13ac e-con-full e-flex e-con e-child\" data-id=\"efd13ac\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da0adf4 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"da0adf4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Outline_Expand\" data-name=\"Outline Expand\" viewBox=\"0 0 64 64\"><title>Collab<\/title><path d=\"M47.37,29.31a18,18,0,1,0-31.25-.58l-3.75,3.75A6,6,0,0,0,12,40.57a15.06,15.06,0,0,1,1.61,2.26,3.87,3.87,0,0,0-.09,2.47A4,4,0,0,0,16,47.9a3.79,3.79,0,0,0-.24,2.69,4,4,0,0,0,2.5,2.72,3.46,3.46,0,0,0,.83.2l-.06.24a4,4,0,0,0,4.2,4.74,3.88,3.88,0,0,0,1-.19,4,4,0,0,0,.67,1.93,3.9,3.9,0,0,0,2.54,1.69,3.47,3.47,0,0,0,.79.08,3.78,3.78,0,0,0,2.12-.63l10.73-6a8.8,8.8,0,0,0,3.64-3.7c1.39-2.43,4.61-6,7.08-8.63a6,6,0,0,0,.33-7.88ZM15.87,20a16,16,0,1,1,30.07,7.77,10.08,10.08,0,0,0-5-2.31v-.94a7.63,7.63,0,0,0-5.34-7.27,5.7,5.7,0,1,0-7.13,0,7.63,7.63,0,0,0-5.34,7.27v1.22a10.16,10.16,0,0,0-5.39,1.68A16.05,16.05,0,0,1,15.87,20Zm18.61,6.43a6.94,6.94,0,0,1-1.14.25,24.63,24.63,0,0,0-4,.67h0L30,23.72a1,1,0,0,0-.81-1.16,1,1,0,0,0-1.16.81l-.59,3.3A9.73,9.73,0,0,0,25.08,26V24.56a5.62,5.62,0,0,1,5.62-5.62h2.57a5.62,5.62,0,0,1,5.62,5.62v.84a9.76,9.76,0,0,0-2.49.42L36,23.37a1,1,0,0,0-1.16-.81A1,1,0,0,0,34,23.72ZM28.29,12.85a3.7,3.7,0,1,1,3.7,3.7A3.7,3.7,0,0,1,28.29,12.85ZM14.85,41.05c-.34-.51-.77-1.09-1.31-1.75a4,4,0,0,1,.24-5.41l3.75-3.75A8.14,8.14,0,0,1,27.6,29h0a.41.41,0,0,0,.11.07,1.08,1.08,0,0,0,.55.17,5.75,5.75,0,0,1,.95.11,13.21,13.21,0,0,1,5.37,2.29,23.25,23.25,0,0,0,4,2.21c2.31,1.07,3.61,1.73,3.57,3A1.47,1.47,0,0,1,41.59,38c-1.25,1-4.13,1.16-7.32.48a9.56,9.56,0,0,0-2.05-.28h-.81c-1.95.05-4.89.13-9.19-3.87a1,1,0,1,0-1.37,1.46c.26.24.51.46.76.67l-6.4,4.28Zm.57,3.66a2.08,2.08,0,0,1,.91-2.28l6.94-4.66a14.08,14.08,0,0,0,3.87,2l-9.51,6.36A2,2,0,0,1,15.42,44.71Zm34.87-3c-2.54,2.68-5.88,6.42-7.36,9a7.08,7.08,0,0,1-2.8,2.9l-10.88,6a1.92,1.92,0,0,1-1.49.3,2,2,0,0,1-1.26-.84,1.92,1.92,0,0,1,.06-2.24l8.92-6.06a1,1,0,0,0-1.12-1.66l-9.1,6.18h0L24,56.16a2,2,0,0,1-1,.34,2,2,0,0,1-1.8-.87A2,2,0,0,1,21,54.14a1.94,1.94,0,0,1,.84-1.26h0l10.66-7.43a1,1,0,0,0,.25-1.39,1,1,0,0,0-1.39-.25L20.7,51.21h0a2,2,0,0,1-1.78.21A2,2,0,0,1,17.65,50a2.06,2.06,0,0,1,.91-2.17l10.08-6.74a1,1,0,0,0,.43-1,15.52,15.52,0,0,0,2.39.07h.71a7.31,7.31,0,0,1,1.67.23c3.88.82,7.24.51,9-.85a3.47,3.47,0,0,0,1.39-2.67c.11-2.63-2.24-3.71-4.72-4.85a22.14,22.14,0,0,1-3.73-2,15.36,15.36,0,0,0-2.27-1.35h0A10.51,10.51,0,0,0,36.3,28a8.16,8.16,0,0,1,9.38,2.44l4.82,6A4,4,0,0,1,50.29,41.7Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aac8405 elementor-widget elementor-widget-heading\" data-id=\"aac8405\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">V\u00e9rification et correction humaines<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23944fc elementor-widget elementor-widget-text-editor\" data-id=\"23944fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>Des annotateurs humains qualifi\u00e9s examinent les annotations g\u00e9n\u00e9r\u00e9es par ordinateur.<\/li><li>Correction des erreurs ou inexactitudes dans les annotations automatis\u00e9es<\/li><li>R\u00e9solution des cas limites et des sc\u00e9narios ambigus<\/li><li>Ajout des annotations manquantes que les algorithmes n&rsquo;ont pas r\u00e9ussi \u00e0 identifier<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fdd59ae e-con-full e-flex e-con e-child\" data-id=\"fdd59ae\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-903d08f elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"903d08f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Outline_Expand\" data-name=\"Outline Expand\" viewBox=\"0 0 64 64\"><title>Solution<\/title><path d=\"M9.55,22.71H3a1,1,0,0,1,0-2H9.56a1,1,0,0,1,0,2Zm.76-10.93L6.75,9.86a1,1,0,0,0-1,1.76l3.57,1.92a1,1,0,1,0,.94-1.76ZM9.37,30.33,5.8,32.25a1,1,0,1,0,1,1.76l3.56-1.92a1,1,0,0,0,.41-1.36A1,1,0,0,0,9.37,30.33ZM61,21.17H54.45a1,1,0,0,0,0,2H61a1,1,0,0,0,0-2ZM58.2,32.25l-3.57-1.92a1,1,0,0,0-1.35.4,1,1,0,0,0,.41,1.36L57.25,34a1,1,0,0,0,1-1.76Zm-4-18.59a1,1,0,0,0,.47-.12l3.57-1.92a1,1,0,0,0-1-1.76l-3.56,1.92a1,1,0,0,0,.47,1.88Zm-3.92,9.06c0,.53.08,1.06.08,1.61a11.26,11.26,0,0,1-.09,1.33,19.74,19.74,0,0,1-4,9.48l-7.45,9.73a4,4,0,0,1,.67,2.21v.36h0a1,1,0,1,1,0,2h0V51.2h0a1,1,0,0,1,0,2h-.1A5.32,5.32,0,0,1,34.12,58H29.88a5.32,5.32,0,0,1-5.27-4.78h-.1a1,1,0,0,1,0-2h0V49.44h0a1,1,0,0,1,0-2h0v-.36a4,4,0,0,1,.68-2.23L17.75,35.1a19.82,19.82,0,0,1-3.87-8.74,12.79,12.79,0,0,1-.2-2A18.33,18.33,0,0,1,32,6H32a18.33,18.33,0,0,1,18.2,16.62S50.24,22.7,50.24,22.72ZM26,24.08H34.6a8.06,8.06,0,0,1,12.61-5.61A16.32,16.32,0,0,0,33,8.08v9.26a1,1,0,0,1-1,1A6.07,6.07,0,0,0,26,24.08Zm-10.25,0H24A8.08,8.08,0,0,1,31,16.4V8.08A16.3,16.3,0,0,0,15.7,24.08Zm11,19.45a3.91,3.91,0,0,1,1.81-.45H31V32.42a8.08,8.08,0,0,1-6.89-6.34H15.86a17.84,17.84,0,0,0,3.48,7.8ZM37.39,53.2H26.61A3.33,3.33,0,0,0,29.88,56h4.24A3.33,3.33,0,0,0,37.39,53.2Zm.06-3.76H26.55V51.2h10.9Zm0-2.36a2,2,0,0,0-2-2h-6.9a2,2,0,0,0-2,2v.36h10.9ZM48.32,24.33a14.13,14.13,0,0,0-.08-1.46,6.06,6.06,0,0,0-11.7,2.21,1,1,0,0,1-1,1H26.17A6.07,6.07,0,0,0,32,30.48a1,1,0,0,1,1,1v11.6h2.45a3.91,3.91,0,0,1,1.83.46l7.37-9.62a17.65,17.65,0,0,0,3.59-8.51A9.32,9.32,0,0,0,48.32,24.33Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c45262 elementor-widget elementor-widget-heading\" data-id=\"9c45262\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Cycle d'am\u00e9lioration it\u00e9ratif<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0895c5c elementor-widget elementor-widget-text-editor\" data-id=\"0895c5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>Les mod\u00e8les d&rsquo;apprentissage automatique apprennent \u00e0 partir des corrections humaines.<\/li><li>Am\u00e9lioration progressive de la pr\u00e9cision de l&rsquo;annotation automatis\u00e9e<\/li><li>R\u00e9duction de l&rsquo;intervention humaine n\u00e9cessaire au fil du temps<\/li><li>R\u00e9entra\u00eenement continu du mod\u00e8le avec des donn\u00e9es nouvellement v\u00e9rifi\u00e9es<\/li><\/ul>\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\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-1881d51 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1881d51\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-0ae180f\" data-id=\"0ae180f\" 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-13d6fc0 elementor-widget elementor-widget-heading\" data-id=\"13d6fc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">L'humain dans la boucle<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a637297 elementor-widget elementor-widget-heading\" data-id=\"a637297\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Avantages des services HITL<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9534ba4 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"9534ba4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-de954d6 e-flex e-con-boxed e-con e-parent\" data-id=\"de954d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9e74b59 e-con-full e-flex e-con e-child\" data-id=\"9e74b59\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1517b8a e-con-full e-flex e-con e-child\" data-id=\"1517b8a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6706ffd e-con-full e-flex e-con e-child\" data-id=\"6706ffd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9bf8317 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"9bf8317\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Expanded\" viewBox=\"0 0 64 64\"><path d=\"M23.16,24.5l3.56,2.59-1.36,4.18c-.27.84.01,1.72.73,2.24.71.52,1.64.52,2.35,0l3.56-2.59,3.56,2.59c.36.26.77.39,1.18.39s.82-.13,1.18-.39c.71-.52,1-1.4.73-2.24l-1.36-4.19,3.56-2.59c.71-.52,1-1.4.73-2.24s-1.02-1.38-1.9-1.38h-4.4s-1.36-4.18-1.36-4.18c-.27-.84-1.02-1.38-1.9-1.38s-1.63.54-1.9,1.38l-1.36,4.19h-4.4c-.88,0-1.63.54-1.9,1.38s.01,1.72.73,2.24ZM28.73,22.87c.87,0,1.64-.56,1.9-1.38l1.36-4.2s0,0,0,.01h0s1.36,4.18,1.36,4.18c.27.83,1.03,1.38,1.9,1.38h4.4s-3.56,2.59-3.56,2.59c-.7.51-1,1.41-.73,2.24l1.36,4.19-3.56-2.59c-.35-.26-.76-.38-1.18-.38s-.82.13-1.18.38l-3.56,2.58,1.36-4.18c.27-.83-.02-1.73-.73-2.24l-3.56-2.59h4.4Z\"><\/path><path d=\"M50,4.01H14c-2.2,0-4,1.79-4,4v47.99c0,2.2,1.79,4,4,4h36.01c2.2,0,4-1.79,4-4V8c0-2.2-1.79-4-4-4ZM52,56c0,1.1-.9,2-2,2H14c-1.1,0-2-.9-2-2v-3.33h40v3.33ZM52,50.67H12V12h40v38.67ZM52,10H12v-2c0-1.1.9-2,2-2h36.01c1.1,0,2,.9,2,2v2Z\"><\/path><path d=\"M27.59,56.37h8.81c.55,0,1-.45,1-1s-.45-1-1-1h-8.81c-.55,0-1,.45-1,1s.45,1,1,1Z\"><\/path><path d=\"M25.02,36.47c-.55,0-1,.45-1,1s.45,1,1,1h13.97c.55,0,1-.45,1-1s-.45-1-1-1h-13.97Z\"><\/path><path d=\"M20.07,42.22h23.85c.55,0,1-.45,1-1s-.45-1-1-1h-23.85c-.55,0-1,.45-1,1s.45,1,1,1Z\"><\/path><path d=\"M20.07,45.97h23.85c.55,0,1-.45,1-1s-.45-1-1-1h-23.85c-.55,0-1,.45-1,1s.45,1,1,1Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b6b5e51 e-con-full e-flex e-con e-child\" data-id=\"b6b5e51\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e71c481 elementor-widget elementor-widget-heading\" data-id=\"e71c481\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Pr\u00e9cision am\u00e9lior\u00e9e<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1334288 elementor-widget elementor-widget-text-editor\" data-id=\"1334288\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Le jugement humain aide \u00e0 r\u00e9soudre des cas complexes que l&rsquo;automatisation pure a du mal \u00e0 traiter.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f87e77 e-con-full e-flex e-con e-child\" data-id=\"4f87e77\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-b24fe3d e-con-full e-flex e-con e-child\" data-id=\"b24fe3d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7df5610 e-con-full e-flex e-con e-child\" data-id=\"7df5610\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f1102c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1f1102c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Expanded\" viewBox=\"0 0 64 64\"><path d=\"M59.98,32c0-5.59-1.64-10.93-4.73-15.53,1.89-2.16,1.83-5.44-.23-7.5s-5.34-2.12-7.5-.23c-4.59-3.08-9.94-4.73-15.53-4.73s-10.93,1.64-15.53,4.73c-2.16-1.89-5.44-1.83-7.5.23s-2.12,5.34-.23,7.5c-3.08,4.59-4.73,9.94-4.73,15.53s1.64,10.93,4.73,15.53c-1.89,2.16-1.83,5.44.23,7.5,1.07,1.07,2.48,1.61,3.89,1.61,1.3,0,2.58-.47,3.61-1.38,4.59,3.08,9.94,4.73,15.53,4.73s10.93-1.64,15.53-4.73c1.03.91,2.32,1.38,3.61,1.38,1.41,0,2.82-.54,3.89-1.61,2.06-2.06,2.12-5.34.23-7.5,3.08-4.59,4.73-9.94,4.73-15.53ZM48.66,10.39c.68-.68,1.58-1.02,2.47-1.02s1.79.34,2.47,1.02c1.36,1.36,1.36,3.58,0,4.95s-3.58,1.36-4.95,0-1.36-3.58,0-4.95ZM17.71,10.33c4.23-2.81,9.15-4.31,14.29-4.31s10.05,1.5,14.29,4.31c-.93,1.78-.83,3.96.33,5.64l-4.73,4.73c-2.65-2.32-6.1-3.73-9.88-3.73s-7.24,1.42-9.88,3.73l-4.73-4.73c1.16-1.68,1.26-3.86.33-5.64ZM28.85,35.85c.93.54,2,.85,3.15.85s2.22-.31,3.15-.85c2.66,1.05,4.61,3.32,5.23,6.11-2.27,1.91-5.19,3.07-8.38,3.07s-6.11-1.16-8.38-3.07c.62-2.79,2.57-5.07,5.23-6.11ZM27.69,30.4c0-2.38,1.93-4.31,4.31-4.31s4.31,1.93,4.31,4.31-1.93,4.31-4.31,4.31-4.31-1.93-4.31-4.31ZM36.85,34.42c.91-1.09,1.46-2.5,1.46-4.02,0-3.48-2.83-6.31-6.31-6.31s-6.31,2.83-6.31,6.31c0,1.53.55,2.93,1.46,4.02-2.42,1.24-4.25,3.36-5.15,5.93-1.89-2.26-3.04-5.17-3.04-8.35,0-7.19,5.85-13.03,13.03-13.03s13.03,5.85,13.03,13.03c0,3.17-1.14,6.08-3.04,8.35-.89-2.56-2.72-4.68-5.15-5.93ZM10.39,10.39c.68-.68,1.58-1.02,2.47-1.02s1.79.34,2.47,1.02c1.36,1.36,1.36,3.58,0,4.95s-3.58,1.36-4.95,0-1.36-3.58,0-4.95ZM15.34,53.61c-1.36,1.36-3.58,1.36-4.95,0s-1.36-3.58,0-4.95c.68-.68,1.58-1.02,2.47-1.02s1.79.34,2.47,1.02c1.36,1.36,1.36,3.58,0,4.95ZM15.97,46.61c-1.68-1.16-3.86-1.26-5.64-.33-2.81-4.23-4.31-9.15-4.31-14.29s1.5-10.05,4.31-14.29c.79.41,1.66.65,2.53.65,1.09,0,2.18-.33,3.11-.97l4.73,4.73c-2.32,2.65-3.73,6.1-3.73,9.88s1.42,7.24,3.73,9.88l-4.73,4.73ZM46.29,53.67c-4.23,2.81-9.15,4.31-14.29,4.31s-10.05-1.5-14.29-4.31c.93-1.78.83-3.96-.33-5.64l4.73-4.73c2.65,2.32,6.1,3.73,9.88,3.73s7.24-1.42,9.88-3.73l4.73,4.73c-1.16,1.68-1.26,3.86-.33,5.64ZM53.61,53.61c-1.36,1.36-3.58,1.36-4.95,0s-1.36-3.58,0-4.95c.68-.68,1.58-1.02,2.47-1.02s1.79.34,2.47,1.02c1.36,1.36,1.36,3.58,0,4.95ZM53.67,46.29c-1.78-.93-3.96-.83-5.64.33l-4.73-4.73c2.32-2.65,3.73-6.1,3.73-9.88s-1.42-7.24-3.73-9.88l4.73-4.73c.93.64,2.02.97,3.11.97.88,0,1.74-.23,2.53-.65,2.81,4.23,4.31,9.15,4.31,14.29s-1.5,10.05-4.31,14.29Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c405f73 e-con-full e-flex e-con e-child\" data-id=\"c405f73\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-784c013 elementor-widget elementor-widget-heading\" data-id=\"784c013\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Adaptabilit\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff48d88 elementor-widget elementor-widget-text-editor\" data-id=\"ff48d88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Capable de g\u00e9rer des situations in\u00e9dites ou des cas limites non rencontr\u00e9s dans les donn\u00e9es d&rsquo;entra\u00eenement<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9821595 e-flex e-con-boxed e-con e-parent\" data-id=\"9821595\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7cde880 e-con-full e-flex e-con e-child\" data-id=\"7cde880\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-01ad7bc e-con-full e-flex e-con e-child\" data-id=\"01ad7bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0b53d4e e-con-full e-flex e-con e-child\" data-id=\"0b53d4e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f6daeba elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"f6daeba\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Expanded\" viewBox=\"0 0 64 64\"><path d=\"M32,21c-6.07,0-11,4.93-11,11s4.93,11,11,11,11-4.93,11-11-4.93-11-11-11ZM32,41c-4.96,0-9-4.04-9-9s4.04-9,9-9,9,4.04,9,9-4.04,9-9,9ZM47,28h-.54c-.33-1.19-.8-2.33-1.41-3.4l.39-.39c.76-.76,1.17-1.76,1.17-2.83s-.42-2.07-1.17-2.83c-1.56-1.56-4.09-1.56-5.65,0l-.39.39c-1.07-.61-2.21-1.08-3.4-1.41v-.54c0-1.07-.42-2.07-1.17-2.83s-1.76-1.17-2.83-1.17c-2.21,0-4,1.79-4,4v.54c-1.19.33-2.33.8-3.4,1.41l-.39-.39c-1.51-1.51-4.14-1.51-5.65,0-1.56,1.56-1.56,4.1,0,5.65l.39.39c-.61,1.07-1.08,2.21-1.41,3.4h-.54c-1.07,0-2.07.42-2.83,1.17s-1.17,1.76-1.17,2.83c0,2.21,1.79,4,4,4h.54c.33,1.19.8,2.33,1.41,3.4l-.39.39c-.76.76-1.17,1.76-1.17,2.83s.42,2.07,1.17,2.83c1.56,1.56,4.1,1.56,5.65,0l.39-.39c1.07.61,2.21,1.08,3.4,1.41v.54c0,1.07.42,2.07,1.17,2.83s1.76,1.17,2.83,1.17c2.21,0,4-1.79,4-4v-.54c1.19-.33,2.33-.8,3.4-1.41l.39.39c1.51,1.51,4.14,1.51,5.65,0,1.56-1.56,1.56-4.1,0-5.65l-.39-.39c.61-1.07,1.08-2.21,1.41-3.4h.54c1.07,0,2.07-.42,2.83-1.17s1.17-1.76,1.17-2.83c0-2.21-1.79-4-4-4ZM48.41,33.41c-.38.38-.88.59-1.41.59h-1.32c-.47,0-.88.33-.98.79-.33,1.5-.92,2.93-1.75,4.22-.25.4-.2.92.13,1.25l.94.94c.78.78.78,2.05,0,2.83-.76.76-2.07.76-2.83,0l-.94-.94c-.33-.33-.85-.39-1.25-.13-1.3.83-2.72,1.42-4.22,1.75-.46.1-.79.51-.79.98v1.32c0,1.1-.9,2-2,2-.53,0-1.03-.21-1.41-.59s-.59-.88-.59-1.41v-1.32c0-.47-.33-.88-.79-.98-1.5-.33-2.93-.92-4.22-1.75-.17-.11-.35-.16-.54-.16-.26,0-.51.1-.71.29l-.94.94c-.78.78-2.05.78-2.83,0-.38-.38-.59-.88-.59-1.41s.21-1.03.59-1.41l.94-.94c.33-.33.39-.85.13-1.25-.83-1.3-1.42-2.72-1.75-4.22-.1-.46-.51-.79-.98-.79h-1.32c-1.1,0-2-.9-2-2,0-.53.21-1.03.59-1.41s.88-.59,1.41-.59h1.32c.47,0,.88-.33.98-.79.33-1.5.92-2.93,1.75-4.22.25-.4.2-.92-.13-1.25l-.94-.94c-.78-.78-.78-2.05,0-2.83.76-.76,2.07-.76,2.83,0l.94.94c.33.33.85.39,1.25.13,1.3-.83,2.72-1.42,4.22-1.75.46-.1.79-.51.79-.98v-1.32c0-1.1.9-2,2-2,.53,0,1.03.21,1.41.59s.59.88.59,1.41v1.32c0,.47.33.88.79.98,1.5.33,2.93.92,4.22,1.75.4.25.92.2,1.25-.13l.94-.94c.78-.78,2.05-.78,2.83,0,.38.38.59.88.59,1.41s-.21,1.03-.59,1.41l-.94.94c-.33.33-.39.85-.13,1.25.83,1.3,1.42,2.72,1.75,4.22.1.46.51.79.98.79h1.32c1.1,0,2,.9,2,2,0,.53-.21,1.03-.59,1.41ZM36.71,28.29c.39.39.39,1.02,0,1.41l-5,5c-.2.2-.45.29-.71.29s-.51-.1-.71-.29l-1.96-1.96c-.39-.39-.39-1.02,0-1.41s1.02-.39,1.41,0l1.25,1.25,4.29-4.29c.39-.39,1.02-.39,1.41,0ZM34,11c.55,0,1-.45,1-1v-1c0-.55.45-1,1-1h1.18c.41,1.16,1.51,2,2.82,2,1.65,0,3-1.35,3-3s-1.35-3-3-3c-1.3,0-2.4.84-2.82,2h-1.18c-1.65,0-3,1.35-3,3v1c0,.55.45,1,1,1ZM40,6c.55,0,1,.45,1,1s-.45,1-1,1-1-.45-1-1,.45-1,1-1ZM24,10c1.3,0,2.4-.84,2.82-2h1.18c.55,0,1,.45,1,1v1c0,.55.45,1,1,1s1-.45,1-1v-1c0-1.65-1.35-3-3-3h-1.18c-.41-1.16-1.51-2-2.82-2-1.65,0-3,1.35-3,3s1.35,3,3,3ZM24,6c.55,0,1,.45,1,1s-.45,1-1,1-1-.45-1-1,.45-1,1-1ZM58,37.18v-1.18c0-1.65-1.35-3-3-3h-1c-.55,0-1,.45-1,1s.45,1,1,1h1c.55,0,1,.45,1,1v1.18c-1.16.41-2,1.51-2,2.82,0,1.65,1.35,3,3,3s3-1.35,3-3c0-1.3-.84-2.4-2-2.82ZM57,41c-.55,0-1-.45-1-1s.45-1,1-1,1,.45,1,1-.45,1-1,1ZM54,31h1c1.65,0,3-1.35,3-3v-1.18c1.16-.41,2-1.51,2-2.82,0-1.65-1.35-3-3-3s-3,1.35-3,3c0,1.3.84,2.4,2,2.82v1.18c0,.55-.45,1-1,1h-1c-.55,0-1,.45-1,1s.45,1,1,1ZM57,23c.55,0,1,.45,1,1s-.45,1-1,1-1-.45-1-1,.45-1,1-1ZM30,53c-.55,0-1,.45-1,1v1c0,.55-.45,1-1,1h-1.18c-.41-1.16-1.51-2-2.82-2-1.65,0-3,1.35-3,3s1.35,3,3,3c1.3,0,2.4-.84,2.82-2h1.18c1.65,0,3-1.35,3-3v-1c0-.55-.45-1-1-1ZM24,58c-.55,0-1-.45-1-1s.45-1,1-1,1,.45,1,1-.45,1-1,1ZM40,54c-1.3,0-2.4.84-2.82,2h-1.18c-.55,0-1-.45-1-1v-1c0-.55-.45-1-1-1s-1,.45-1,1v1c0,1.65,1.35,3,3,3h1.18c.41,1.16,1.51,2,2.82,2,1.65,0,3-1.35,3-3s-1.35-3-3-3ZM40,58c-.55,0-1-.45-1-1s.45-1,1-1,1,.45,1,1-.45,1-1,1ZM10,29h-1c-.55,0-1-.45-1-1v-1.18c1.16-.41,2-1.51,2-2.82,0-1.65-1.35-3-3-3s-3,1.35-3,3c0,1.3.84,2.4,2,2.82v1.18c0,1.65,1.35,3,3,3h1c.55,0,1-.45,1-1s-.45-1-1-1ZM7,23c.55,0,1,.45,1,1s-.45,1-1,1-1-.45-1-1,.45-1,1-1ZM10,33h-1c-1.65,0-3,1.35-3,3v1.18c-1.16.41-2,1.51-2,2.82,0,1.65,1.35,3,3,3s3-1.35,3-3c0-1.3-.84-2.4-2-2.82v-1.18c0-.55.45-1,1-1h1c.55,0,1-.45,1-1s-.45-1-1-1ZM7,41c-.55,0-1-.45-1-1s.45-1,1-1,1,.45,1,1-.45,1-1,1Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2d06913 e-con-full e-flex e-con e-child\" data-id=\"2d06913\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe7acac elementor-widget elementor-widget-heading\" data-id=\"fe7acac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Int\u00e9gration de l'expertise dans le domaine<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-efc6067 elementor-widget elementor-widget-text-editor\" data-id=\"efc6067\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Permet l&rsquo;int\u00e9gration de connaissances sp\u00e9cialis\u00e9es (m\u00e9dicales, industrielles, etc.)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-622cb0e e-con-full e-flex e-con e-child\" data-id=\"622cb0e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-928c7a3 e-con-full e-flex e-con e-child\" data-id=\"928c7a3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-df32e85 e-con-full e-flex e-con e-child\" data-id=\"df32e85\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-598790c elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"598790c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Expanded\" viewBox=\"0 0 64 64\"><path d=\"M26.12,38.56c1.04.9,1.61,2.18,1.58,3.5,0,.22-.03.39-.04.51-.4.36-.66.88-.66,1.46v1.23c0,.92.64,1.69,1.5,1.9.16,1.81,1.66,3.23,3.51,3.23s3.35-1.43,3.51-3.23c.86-.21,1.5-.98,1.5-1.9v-1.23c0-.58-.26-1.1-.67-1.46-.02-.12-.04-.28-.04-.49-.03-1.32.55-2.6,1.61-3.52,1.95-1.7,3.07-4.16,3.07-6.75s-1.03-4.84-2.83-6.53c-1.82-1.71-4.21-2.57-6.71-2.41-4.56.28-8.24,4.08-8.39,8.65-.09,2.71,1.04,5.28,3.08,7.06ZM32,48.39c-.72,0-1.33-.5-1.49-1.17h2.99c-.17.67-.77,1.17-1.49,1.17ZM35,45.22h-.45s0,0-.01,0h-5.07c-.06,0-.12.02-.18.04h-.28s-.04-1.19-.04-1.19h6.04v1.16ZM30.56,33.35c.55-.08,1.05-.34,1.5-.82.37.34.84.65,1.39.78l-1.45,8.34-1.44-8.31ZM31.55,24.85c1.95-.12,3.8.54,5.21,1.87,1.42,1.33,2.2,3.13,2.2,5.07s-.87,3.92-2.38,5.24c-1.49,1.3-2.32,3.13-2.29,5.02h-.33l1.62-9.34c.37-.33.72-.79,1.02-1.38.26-.49.07-1.09-.42-1.35-.49-.26-1.09-.07-1.35.42-.37.71-.69.96-.86.97h0c-.3,0-.83-.53-1.11-1-.18-.32-.55-.49-.89-.5-.36,0-.7.21-.86.54-.37.71-.69.96-.86.97h0c-.3,0-.83-.53-1.11-1.01-.28-.48-.89-.64-1.36-.36-.48.28-.64.89-.36,1.37.07.11.42.71.99,1.22l1.64,9.46h-.34c.03-1.9-.79-3.73-2.27-5.01-1.59-1.38-2.46-3.38-2.39-5.48.11-3.55,2.97-6.5,6.51-6.72Z\"><\/path><path d=\"M56.77,10H7.23c-1.77,0-3.22,1.44-3.22,3.22v37.57c0,1.77,1.44,3.22,3.22,3.22h49.55c1.77,0,3.22-1.44,3.22-3.22V13.22c0-1.77-1.44-3.22-3.22-3.22ZM57.99,50.78c0,.67-.55,1.22-1.22,1.22H7.23c-.67,0-1.22-.55-1.22-1.22v-30.12h51.98v30.12ZM57.99,18.67H6.01v-5.45c0-.67.55-1.22,1.22-1.22h49.55c.67,0,1.22.55,1.22,1.22v5.45Z\"><\/path><path d=\"M9.56,14.47c-.12.05-.23.13-.32.22-.19.19-.29.45-.29.71s.1.52.29.7c.18.19.44.3.7.3s.52-.11.71-.3c.19-.18.29-.44.29-.7s-.1-.52-.29-.71c-.28-.28-.72-.37-1.09-.22Z\"><\/path><path d=\"M15.26,14.69c-.09-.09-.2-.17-.32-.22-.37-.15-.81-.06-1.09.22-.09.09-.17.2-.22.33-.05.12-.07.25-.07.38,0,.26.1.52.29.7.19.19.44.3.71.3s.52-.11.7-.3c.19-.18.3-.44.3-.7,0-.13-.03-.26-.08-.38-.05-.13-.12-.24-.22-.33Z\"><\/path><path d=\"M18.46,14.69c-.09.09-.17.2-.22.33-.05.12-.07.25-.07.38,0,.26.1.52.29.71.19.18.44.29.71.29s.52-.11.7-.29c.19-.19.3-.45.3-.71s-.11-.52-.3-.71c-.37-.37-1.04-.37-1.41,0Z\"><\/path><path d=\"M53.06,14.4h-6.33c-.55,0-1,.45-1,1s.45,1,1,1h6.33c.55,0,1-.45,1-1s-.45-1-1-1Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-500e2ce e-con-full e-flex e-con e-child\" data-id=\"500e2ce\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e0ae769 elementor-widget elementor-widget-heading\" data-id=\"e0ae769\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Am\u00e9lioration continue<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89fe107 elementor-widget elementor-widget-text-editor\" data-id=\"89fe107\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Les mod\u00e8les s&rsquo;am\u00e9liorent au fil du temps gr\u00e2ce aux commentaires des utilisateurs.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d874640 e-flex e-con-boxed e-con e-parent\" data-id=\"d874640\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d471a43 e-con-full e-flex e-con e-child\" data-id=\"d471a43\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4c223a8 e-con-full e-flex e-con e-child\" data-id=\"4c223a8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-83cbe43 e-con-full e-flex e-con e-child\" data-id=\"83cbe43\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b6c8c02 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"b6c8c02\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Expanded\" viewBox=\"0 0 64 64\"><path d=\"M59.99,41.67c0-1.71-1.39-3.11-3.11-3.11h-4.25c4.02-2.43,6.73-6.83,6.73-11.86,0-7.64-6.22-13.86-13.86-13.86s-13.86,6.22-13.86,13.86c0,1.62.29,3.16.8,4.6-.56-.8-1.49-1.33-2.54-1.33h-4.61v-12.12h1.54c.79,0,1.49-.48,1.78-1.21.29-.74.1-1.56-.48-2.1l-8.32-7.76c-.73-.68-1.88-.68-2.61,0h0l-8.32,7.76c-.58.54-.77,1.37-.47,2.1.29.74.99,1.21,1.78,1.21h1.54v12.12h-4.61c-1.71,0-3.11,1.39-3.11,3.11v4.38c0,.81.32,1.55.84,2.11-.52.55-.84,1.29-.84,2.11v4.38c0,.81.32,1.55.84,2.11-.52.55-.84,1.29-.84,2.11v4.38c0,1.71,1.39,3.11,3.11,3.11h22.78c.81,0,1.55-.32,2.11-.84.55.52,1.29.84,2.11.84h22.78c1.71,0,3.11-1.39,3.11-3.11v-4.38c0-.81-.32-1.55-.84-2.11.52-.55.84-1.29.84-2.11v-4.38ZM10.4,15.85l8.11-7.56,8.11,7.56h-1.41c-1.06,0-1.92.86-1.92,1.92v12.21h-9.56v-12.21c0-1.06-.86-1.92-1.92-1.92h-1.41ZM31,54.63c0,.61-.5,1.11-1.11,1.11H7.12c-.61,0-1.11-.5-1.11-1.11v-4.38c0-.61.5-1.11,1.11-1.11h22.78c.61,0,1.11.5,1.11,1.11v4.38ZM31,46.05c0,.61-.5,1.11-1.11,1.11H7.12c-.61,0-1.11-.5-1.11-1.11v-4.38c0-.61.5-1.11,1.11-1.11h22.78c.61,0,1.11.5,1.11,1.11v4.38ZM31,37.46c0,.61-.5,1.11-1.11,1.11H7.12c-.61,0-1.11-.5-1.11-1.11v-4.38c0-.61.5-1.11,1.11-1.11h22.78c.61,0,1.11.5,1.11,1.11v4.38ZM45.5,14.84c6.54,0,11.86,5.32,11.86,11.86s-5.32,11.86-11.86,11.86-11.86-5.32-11.86-11.86,5.32-11.86,11.86-11.86ZM32.95,32.56c1.17,2.5,3.06,4.59,5.41,6.01h-4.25c-.56,0-1.07.16-1.52.41.26-.45.41-.97.41-1.52v-4.38c0-.18-.02-.36-.05-.53ZM57.99,54.63c0,.61-.5,1.11-1.11,1.11h-22.78c-.61,0-1.11-.5-1.11-1.11v-4.38c0-.61.5-1.11,1.11-1.11h22.78c.61,0,1.11.5,1.11,1.11v4.38ZM57.99,46.05c0,.61-.5,1.11-1.11,1.11h-22.78c-.61,0-1.11-.5-1.11-1.11v-4.38c0-.61.5-1.11,1.11-1.11h22.78c.61,0,1.11.5,1.11,1.11v4.38Z\"><\/path><path d=\"M45.5,36.23c5.25,0,9.52-4.27,9.52-9.52s-4.27-9.52-9.52-9.52-9.52,4.27-9.52,9.52,4.27,9.52,9.52,9.52ZM45.5,19.18c4.15,0,7.52,3.38,7.52,7.52s-3.38,7.52-7.52,7.52-7.52-3.38-7.52-7.52,3.38-7.52,7.52-7.52Z\"><\/path><path d=\"M46.07,29.29h-2.93c-.55,0-1,.45-1,1s.45,1,1,1h2.93c1.54,0,2.79-1.25,2.79-2.79s-1.25-2.79-2.79-2.79h-1.14c-.43,0-.79-.35-.79-.79v-.38c0-.44.35-.79.79-.79h2.93c.55,0,1-.45,1-1s-.45-1-1-1h-2.93c-1.54,0-2.79,1.25-2.79,2.79v.38c0,1.54,1.25,2.79,2.79,2.79h1.14c.44,0,.79.35.79.79s-.35.79-.79.79Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ef7e0c4 e-con-full e-flex e-con e-child\" data-id=\"ef7e0c4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfe4be3 elementor-widget elementor-widget-heading\" data-id=\"bfe4be3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Rentabilit\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dea1671 elementor-widget elementor-widget-text-editor\" data-id=\"dea1671\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>R\u00e9duit les co\u00fbts d&rsquo;annotation gr\u00e2ce \u00e0 l&rsquo;am\u00e9lioration de l&rsquo;automatisation<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-35aae0a e-con-full e-flex e-con e-child\" data-id=\"35aae0a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-5474157 e-con-full e-flex e-con e-child\" data-id=\"5474157\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-25cd628 e-con-full e-flex e-con e-child\" data-id=\"25cd628\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c019237 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"c019237\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Outline_Expand\" data-name=\"Outline Expand\" viewBox=\"0 0 64 64\"><title>Development<\/title><path d=\"M11.89,37.86A12.3,12.3,0,0,0,13,43.59a34.07,34.07,0,0,0,2.57,4.35l.17.26.41.64,0,0A2.39,2.39,0,0,0,16,51.13l1.14,2.77a6,6,0,0,0-.08.85,7.25,7.25,0,1,0,14.49,0c0-.18,0-.35,0-.52l.12-.23,1.18-2.87a2.39,2.39,0,0,0-.16-2.27,1,1,0,0,0-.14-.15c.53-.88,1.06-1.76,1.58-2.65V58.14A3.86,3.86,0,0,0,38,62h0l4.41,0a3.87,3.87,0,0,0,3.81-3.86V21h2.67a3.21,3.21,0,0,0,2.86-1.73,3.25,3.25,0,0,0-.21-3.36L42.82,3.39A3.25,3.25,0,0,0,40.16,2h0a3.24,3.24,0,0,0-2.65,1.39L28.79,15.9A3.23,3.23,0,0,0,31.44,21h2.67V30.7a13.85,13.85,0,0,0-1.26-1.4,12.37,12.37,0,0,0-9.25-3.38A12.51,12.51,0,0,0,11.89,37.86Zm10.47,10-2.43-9a4.51,4.51,0,0,0,2.37.49,3.56,3.56,0,0,0,2-.76,2.58,2.58,0,0,0,3.13-.31c.43-.32.87-.69,1.27-1L26.2,47.83Zm8.21,2c.21,0,.38.05.43.14a.44.44,0,0,1,0,.4L29.8,53.23a1.28,1.28,0,0,1-1.05.53H20.08a1.24,1.24,0,0,1-1-.53l-1.19-2.86a.47.47,0,0,1,0-.4.54.54,0,0,1,.43-.14ZM24.32,60a5.24,5.24,0,0,1-5.16-4.38,3.21,3.21,0,0,0,.92.14h8.67a3.46,3.46,0,0,0,.72-.09A5.26,5.26,0,0,1,24.32,60ZM35.11,19H31.44a1.23,1.23,0,0,1-1-1.94L39.15,4.53a1.27,1.27,0,0,1,2,0L49.9,17a1.24,1.24,0,0,1-1,1.95H45.22a1,1,0,0,0-1,1v38.1A1.86,1.86,0,0,1,42.39,60L38,60a1.89,1.89,0,0,1-1.32-.54,1.82,1.82,0,0,1-.55-1.32V42a11.21,11.21,0,0,0,.64-3.68,12.59,12.59,0,0,0-.64-3.93V20A1,1,0,0,0,35.11,19Zm-11.4,8.93a10.43,10.43,0,0,1,11,10.41c0,2.26-.79,4.05-2.16,6.37-.62,1.06-1.24,2.1-1.87,3.14H28.26L30.76,37A1.74,1.74,0,0,0,30,35a1.72,1.72,0,0,0-2.13.19c-.48.43-1.1,1-1.7,1.42s-.79.29-.87.23A1.77,1.77,0,0,0,23,37a1.68,1.68,0,0,1-1,.35,3.23,3.23,0,0,1-1.72-.51A1.76,1.76,0,0,0,17.9,39l2.39,8.85h-2c-.11,0-.21,0-.32,0l-.51-.78-.15-.24a32.19,32.19,0,0,1-2.43-4.1,10.43,10.43,0,0,1,8.86-14.82Zm-.07-3.22a1,1,0,0,1-1-1V21.28a1,1,0,0,1,2,0V23.7A1,1,0,0,1,23.64,24.7Zm-4.78.16-1.1-1.13a1,1,0,1,1,1.43-1.39l1.1,1.12a1,1,0,0,1,0,1.42,1,1,0,0,1-1.41,0Zm8.85.3a1,1,0,0,1-.72-1.7l1.1-1.12a1,1,0,1,1,1.43,1.39l-1.1,1.13A1,1,0,0,1,27.71,25.16Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb74f62 e-con-full e-flex e-con e-child\" data-id=\"eb74f62\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f64f4d8 elementor-widget elementor-widget-heading\" data-id=\"f64f4d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u00c9volutivit\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84d2153 elementor-widget elementor-widget-text-editor\" data-id=\"84d2153\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Permet le traitement de grands ensembles de donn\u00e9es avec une qualit\u00e9 constante.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b08bc8c e-flex e-con-boxed e-con e-parent\" data-id=\"b08bc8c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d2d396 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"9d2d396\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">D\u00c9FIS et consid\u00e9rations<br>pour les services impliquant<br>l'intervention humaine \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-860b8fa elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"860b8fa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5fc3416 e-con-full e-flex e-con e-child\" data-id=\"5fc3416\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-76c31a0 e-con-full e-flex e-con e-child\" data-id=\"76c31a0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6ac55b6 elementor-widget elementor-widget-heading\" data-id=\"6ac55b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Contr\u00f4le qualit\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a7e0f0 elementor-widget elementor-widget-image\" data-id=\"4a7e0f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/human-in-the-loop-quality-1.webp\" class=\"attachment-full size-full wp-image-528891\" alt=\"donn\u00e9es de qualit\u00e9 avec intervention humaines\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a6b81dc elementor-widget elementor-widget-text-editor\" data-id=\"a6b81dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Garantir une qualit\u00e9 d&rsquo;annotation constante entre diff\u00e9rents annotateurs humains<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b3c0c15 e-con-full e-flex e-con e-child\" data-id=\"b3c0c15\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eb368ca elementor-widget elementor-widget-heading\" data-id=\"eb368ca\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u00c9volutivit\u00e9 vs.<br>Compromis en mati\u00e8re de qualit\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6ad9c2d elementor-widget elementor-widget-image\" data-id=\"6ad9c2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/human-in-the-loop-scalability.webp\" class=\"attachment-full size-full wp-image-528875\" alt=\"Agrandissement d&#039;\u00e9quipe pour traitement de donn\u00e9es avec intervention humaine\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad3bdde elementor-widget elementor-widget-text-editor\" data-id=\"ad3bdde\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\u00c9quilibrer le volume d&rsquo;annotations et les exigences de pr\u00e9cision<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61e5ea3 e-con-full e-flex e-con e-child\" data-id=\"61e5ea3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5cf2c6 elementor-widget elementor-widget-heading\" data-id=\"d5cf2c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Formation des annotateurs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc2c7c9 elementor-widget elementor-widget-image\" data-id=\"fc2c7c9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/human-in-the-loop-training.webp\" class=\"attachment-full size-full wp-image-528877\" alt=\"Entrainement IA avec supervision humaine\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-138e5d4 elementor-widget elementor-widget-text-editor\" data-id=\"138e5d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Fournir des instructions ad\u00e9quates pour les t\u00e2ches complexes ou sp\u00e9cialis\u00e9es<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14df283 e-con-full e-flex e-con e-child\" data-id=\"14df283\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7e23bd9 e-con-full e-flex e-con e-child\" data-id=\"7e23bd9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b839a2 elementor-widget elementor-widget-heading\" data-id=\"7b839a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Att\u00e9nuation des biais<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11d2e19 elementor-widget elementor-widget-image\" data-id=\"11d2e19\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/11\/human-ia-team.webp\" class=\"attachment-full size-full wp-image-535596\" alt=\"human-ia-team\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-571abaa elementor-widget elementor-widget-text-editor\" data-id=\"571abaa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Emp\u00eacher le renforcement des pr\u00e9jug\u00e9s humains dans le processus d&rsquo;annotation<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a9f5f30 e-con-full e-flex e-con e-child\" data-id=\"a9f5f30\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fc3cae0 elementor-widget elementor-widget-heading\" data-id=\"fc3cae0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Gestion des co\u00fbts<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbeecce elementor-widget elementor-widget-image\" data-id=\"cbeecce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/human-in-the-loop-cost.webp\" class=\"attachment-full size-full wp-image-528884\" alt=\"Cout de supervision humaine pour donn\u00e9es\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57480a0 elementor-widget elementor-widget-text-editor\" data-id=\"57480a0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Optimisation de l&rsquo;\u00e9quilibre entre l&rsquo;annotation humaine et l&rsquo;annotation automatis\u00e9e<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ae523e0 e-con-full e-flex e-con e-child\" data-id=\"ae523e0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48f3976 elementor-widget elementor-widget-heading\" data-id=\"48f3976\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Confidentialit\u00e9 des donn\u00e9es<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e707b7b elementor-widget elementor-widget-image\" data-id=\"e707b7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/human-in-the-loop-data-privacy.webp\" class=\"attachment-full size-full wp-image-528886\" alt=\"Confidentialit\u00e9 des donn\u00e9es par supervision humaine\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db76727 elementor-widget elementor-widget-text-editor\" data-id=\"db76727\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Garantir que les donn\u00e9es sensibles sont trait\u00e9es de mani\u00e8re appropri\u00e9e par les annotateurs humains<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d955042 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d955042\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-529b269\" data-id=\"529b269\" 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-29bc9b4 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"29bc9b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mod\u00e8les de services HITL courants\n\n<\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0db459e e-flex e-con-boxed e-con e-parent\" data-id=\"0db459e\" 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-8341d00 elementor-widget elementor-widget-text-editor\" data-id=\"8341d00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Le r\u00e9glage des instructions consiste \u00e0 cr\u00e9er des paires d&rsquo;instructions et de r\u00e9sultats souhait\u00e9s afin d&rsquo;ajuster les mod\u00e8les d&rsquo;apprentissage automatique (LLM) \u00e0 des t\u00e2ches ou des comportements sp\u00e9cifiques. Cette approche aide les mod\u00e8les \u00e0 comprendre et \u00e0 suivre plus efficacement les instructions en langage naturel. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-645a9e5 e-flex e-con-boxed e-con e-parent\" data-id=\"645a9e5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4206e65 e-con-full e-flex e-con e-child\" data-id=\"4206e65\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8549e94 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"8549e94\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Outline_Expand\" data-name=\"Outline Expand\" viewBox=\"0 0 64 64\"><title>Business teamwork<\/title><path 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class=\"elementor-element elementor-element-d207042 elementor-widget elementor-widget-heading\" data-id=\"d207042\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u00c9quipes d'annotation g\u00e9r\u00e9es<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e082736 elementor-widget elementor-widget-heading\" data-id=\"e082736\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">CE QUE NOUS FAISONS ?<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-798f729 elementor-widget elementor-widget-text-editor\" data-id=\"798f729\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>\u00c9quipes d\u00e9di\u00e9es d&rsquo;annotateurs professionnels poss\u00e9dant une expertise dans leur domaine, par exemple l&rsquo;<strong><a href=\"https:\/\/oworkers.com\/fr\/services-annotation-video\/\">annotation de vid\u00e9os.<\/a><\/strong><\/li><li>Processus d&rsquo;assurance qualit\u00e9 avec plusieurs \u00e9tapes de r\u00e9vision<\/li><li>Gestion de projet et optimisation des flux de travail<br>Formation sp\u00e9cialis\u00e9e pour des t\u00e2ches d&rsquo;annotation sp\u00e9cifiques<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a44f98f e-con-full e-flex e-con e-child\" data-id=\"a44f98f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41a15da elementor-widget elementor-widget-image\" data-id=\"41a15da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"448\" height=\"416\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/07\/no-crowsourced-annotation-platforms.webp\" class=\"attachment-large size-large wp-image-533092\" alt=\"plateformes-d&#039;annotation-sans-crowdsourcing\" \/>\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\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<div class=\"elementor-element elementor-element-ac339c5 e-flex e-con-boxed e-con e-parent\" data-id=\"ac339c5\" 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-d21ff9d elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"d21ff9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pourquoi nous choisir<br>pour des SERVICES MULTILINGUES<br>avec intervention humaine ? \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-10f66c3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"10f66c3\" 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-50 elementor-top-column elementor-element elementor-element-f7c7c38\" data-id=\"f7c7c38\" 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-8ec4f6d elementor-widget-tablet__width-initial e-transform elementor-widget elementor-widget-image\" data-id=\"8ec4f6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scaleX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"448\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/11\/multilingual-human-services-for-ai.webp\" class=\"attachment-large size-large wp-image-535598\" alt=\"multilingual-human-services-for-ai\" srcset=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/11\/multilingual-human-services-for-ai.webp 550w, https:\/\/oworkers.com\/wp-content\/uploads\/2025\/11\/multilingual-human-services-for-ai-300x244.webp 300w\" sizes=\"(max-width: 550px) 100vw, 550px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f4f2c31\" data-id=\"f4f2c31\" 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-ef664b2 elementor-widget elementor-widget-heading\" data-id=\"ef664b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Nos langues \n\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1f135b elementor-widget elementor-widget-text-editor\" data-id=\"c1f135b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Nous servons nos clients dans 30 langues <\/p><ul><li>Anglais, allemand, fran\u00e7ais, italien, espagnol, portugais<\/li><li>Bulgare, tch\u00e8que, turc, russe, ukrainien<\/li><li>Polonais, grec, roumain, slovaque, croate, hongrois<\/li><li>Hollandais<\/li><li>Arabe<\/li><li>Su\u00e9dois, finnois, danois, norv\u00e9gien<\/li><li>Chinois, tha\u00ef, malais, japonais, indon\u00e9sien, vietnamien, cor\u00e9en<\/li><\/ul>\t\t\t\t\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-7616e2b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7616e2b\" 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-50 elementor-top-column elementor-element elementor-element-37ee735\" data-id=\"37ee735\" 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-d330a52 elementor-widget elementor-widget-heading\" data-id=\"d330a52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u00c9NORME \u00c9CONOMIE\n\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b86a34b elementor-widget elementor-widget-text-editor\" data-id=\"b86a34b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Gr\u00e2ce \u00e0 nos sites situ\u00e9s dans les pays les plus comp\u00e9titifs au monde <strong>Bulgarie \/ Madagascar et \u00c9gypte<\/strong> , vous pouvez \u00e9conomiser jusqu&rsquo;\u00e0 80 % sur vos co\u00fbts.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-8c4861c\" data-id=\"8c4861c\" 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-84ffc76 elementor-widget elementor-widget-image\" data-id=\"84ffc76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"250\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/human-in-the-loop-low-price.webp\" class=\"attachment-large size-large wp-image-528856\" alt=\"Prix optimis\u00e9 pour super vision humaine pour l&#039;IA\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/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-05b41b8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"05b41b8\" 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-50 elementor-top-column elementor-element elementor-element-d600612\" data-id=\"d600612\" 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-53b0eb0 elementor-widget elementor-widget-image\" data-id=\"53b0eb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"250\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/11\/security-process-ai-and-human-team.webp\" class=\"attachment-large size-large wp-image-535603\" alt=\"security-process-ai-and-human-team\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6faa6dd\" data-id=\"6faa6dd\" 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-693238a elementor-widget elementor-widget-heading\" data-id=\"693238a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">S\u00c9CURIT\u00c9<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-337a1e6 elementor-widget elementor-widget-text-editor\" data-id=\"337a1e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Nous sommes certifi\u00e9s ISO 27001, nos employ\u00e9s \u00e0 temps plein ont sign\u00e9 un accord de confidentialit\u00e9 (NDA) et travaillent uniquement dans des bureaux surveill\u00e9s avec des <a href=\"https:\/\/oworkers.com\/fr\/pourquoi-nous\/#iso\">protocoles de s\u00e9curit\u00e9 stricts<\/a>. Nous sommes \u00e9galement c<strong>onformes au RGPD.<\/strong> <\/p>\t\t\t\t\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-2ef8f0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ef8f0d\" 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-50 elementor-top-column elementor-element elementor-element-ce2b212\" data-id=\"ce2b212\" 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-f7ed5c2 elementor-widget elementor-widget-heading\" data-id=\"f7ed5c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u00c9THIQUE<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a2de74 elementor-widget elementor-widget-text-editor\" data-id=\"9a2de74\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tNous n&#8217;employons que des salari\u00e9s b\u00e9n\u00e9ficiant d&rsquo;une couverture sociale compl\u00e8te et nous avons un <strong><a href=\"https:\/\/oworkers.com\/wp-content\/uploads\/2023\/11\/Oworkers-Code-of-Ethics.pdf\">code d&rsquo;\u00e9thique<\/a><\/strong> et un <strong><a href=\"https:\/\/oworkers.com\/wp-content\/uploads\/2023\/11\/Oworkers-Code-of-Conduct.pdf\">code de conduite<\/a><\/strong> stricts.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-aac5a18\" data-id=\"aac5a18\" 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-d41325c elementor-widget elementor-widget-image\" data-id=\"d41325c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"250\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/11\/ethical-team-working-with-ia.webp\" class=\"attachment-large size-large wp-image-535594\" alt=\"travail d&#039;\u00e9quipe \u00e9thique avec ia\" srcset=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/11\/ethical-team-working-with-ia.webp 550w, https:\/\/oworkers.com\/wp-content\/uploads\/2025\/11\/ethical-team-working-with-ia-300x136.webp 300w\" sizes=\"(max-width: 550px) 100vw, 550px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/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-edbe7a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"edbe7a3\" 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-50 elementor-top-column elementor-element elementor-element-d88fa02\" data-id=\"d88fa02\" 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-15dd404 elementor-widget elementor-widget-image\" data-id=\"15dd404\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"550\" height=\"250\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/human-in-the-loop-expert.webp\" class=\"attachment-large size-large wp-image-528858\" alt=\"Expert en supervision IA\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-002aed9\" data-id=\"002aed9\" 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-925bd90 elementor-widget elementor-widget-heading\" data-id=\"925bd90\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">CONNAISSANCE VERTICALE\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ae6b1b elementor-widget elementor-widget-text-editor\" data-id=\"4ae6b1b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Nous pouvons trouver des experts sp\u00e9cialis\u00e9s dans votre secteur d&rsquo;activit\u00e9 qui travailleront pour vous sous la supervision et la gestion de nos centres.<\/p>\t\t\t\t\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-082e977 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"082e977\" 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-5d63c15\" data-id=\"5d63c15\" 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-0b53f2b elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"0b53f2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Outline_Expand\" data-name=\"Outline Expand\" viewBox=\"0 0 64 64\"><title>Expert<\/title><path d=\"M58.06,30.64A25.73,25.73,0,0,0,53.58,19.4a5.11,5.11,0,0,0-7.31-7A26.51,26.51,0,0,0,42,10.19l.29-.24A4.11,4.11,0,1,0,37,3.64L31.86,7.92,30,6.23A4.09,4.09,0,0,0,23.19,10,25.75,25.75,0,0,0,18,12.6a5.1,5.1,0,0,0-7.26,7.12A25.91,25.91,0,0,0,6.43,30.56a5.11,5.11,0,0,0,.49,10.17,26,26,0,0,0,8.43,13.58A5.08,5.08,0,0,0,15,56.19a5.11,5.11,0,0,0,9.21,3.07,26.23,26.23,0,0,0,8.05,1.29,25.91,25.91,0,0,0,7.66-1.17A5.11,5.11,0,0,0,49,56.19a5.06,5.06,0,0,0-.27-1.56,26.15,26.15,0,0,0,8.83-14,5.11,5.11,0,0,0,.48-10ZM49.37,13.35a3.13,3.13,0,1,1-3.12,3.13A3.13,3.13,0,0,1,49.37,13.35ZM25.66,7.86a2.12,2.12,0,0,1,3-.15L31.17,10a1,1,0,0,0,1.31,0l5.79-4.84a2.13,2.13,0,0,1,3,.27,2.1,2.1,0,0,1-.27,3L33.11,15a2.08,2.08,0,0,1-1.22.48h0a2,2,0,0,1-1.54-.54l-4.54-4.08A2.13,2.13,0,0,1,25.66,7.86ZM36.83,40.13l1.66,7.35a17.33,17.33,0,0,1-12.52,0l1.66-7.35a1,1,0,0,0-.76-1.2,1,1,0,0,0-1.19.76l-1.57,7c-.26-.14-.51-.27-.76-.42a3.37,3.37,0,0,1-1.63-2.88v-2a8.65,8.65,0,0,1,8.65-8.64h3.75a8.64,8.64,0,0,1,8.64,8.63v2a3.37,3.37,0,0,1-1.62,2.88l-.79.43-1.57-7a1,1,0,1,0-2,.45Zm-4.59-10a5.85,5.85,0,1,1,5.85-5.85A5.86,5.86,0,0,1,32.24,30.17ZM14.63,13.35a3.13,3.13,0,1,1-3.13,3.13A3.13,3.13,0,0,1,14.63,13.35ZM4,35.62a3.13,3.13,0,0,1,3.13-3.13h.09A3.13,3.13,0,1,1,4,35.62Zm16.11,23.7a3.13,3.13,0,1,1,3.13-3.13A3.14,3.14,0,0,1,20.11,59.32Zm23.78,0A3.13,3.13,0,1,1,47,56.19,3.13,3.13,0,0,1,43.89,59.32Zm3.87-6.46a5.11,5.11,0,0,0-9,3.33A5.23,5.23,0,0,0,39,57.57a24.28,24.28,0,0,1-13.9-.13,5.11,5.11,0,0,0-8.63-4.82A24.09,24.09,0,0,1,8.9,40.41a5.1,5.1,0,0,0-.46-9.73A23.83,23.83,0,0,1,12.24,21a5.09,5.09,0,0,0,2.39.62,5.11,5.11,0,0,0,4.56-7.43A23.63,23.63,0,0,1,24,11.79a3.5,3.5,0,0,0,.48.54L29,16.42a3.37,3.37,0,0,0,.68.49A7.83,7.83,0,0,0,28.12,31a10.67,10.67,0,0,0-8.4,10.4v2a5.38,5.38,0,0,0,2.61,4.6,19.49,19.49,0,0,0,19.83,0,5.38,5.38,0,0,0,2.6-4.6v-2A10.66,10.66,0,0,0,36.37,31a7.83,7.83,0,0,0-2.24-14.27,2.48,2.48,0,0,0,.26-.19l5.81-4.85A24.08,24.08,0,0,1,44.94,14a5,5,0,0,0-.69,2.53,5.11,5.11,0,0,0,7.87,4.32A23.71,23.71,0,0,1,56,30.57a5.11,5.11,0,0,0-.49,10A24.06,24.06,0,0,1,47.76,52.86Zm9.11-14.11A3.13,3.13,0,1,1,60,35.62,3.14,3.14,0,0,1,56.87,38.75Z\"><\/path><\/svg>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a0daa5e elementor-widget elementor-widget-heading\" data-id=\"a0daa5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Exp\u00e9rience dans le secteur\n<\/p>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-99280a6 e-flex e-con-boxed e-con e-parent\" data-id=\"99280a6\" 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-20bb523 elementor-widget elementor-widget-text-editor\" data-id=\"20bb523\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/oworkers.com\/fr\/\"><span style=\"color: #ffffff;\"><strong>Oworkers <\/strong><\/span><\/a>poss\u00e8de plus de 12 ans d&rsquo;exp\u00e9rience dans le domaine des DONN\u00c9ES, des centaines d&rsquo;\u00e9tudes de cas, une expertise dans plus de 12 secteurs d&rsquo;activit\u00e9 + Notre taux de rotation du personnel est de 1,7 % en 2024.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-3216e48 e-flex e-con-boxed e-con e-parent\" data-id=\"3216e48\" 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-d114696 e-con-full e-flex e-con e-child\" data-id=\"d114696\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dee752 elementor-widget elementor-widget-image\" data-id=\"2dee752\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"250\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/intelligence-artificial-solutions.webp\" class=\"attachment-large size-large wp-image-528900\" alt=\"solutions pour intelligence artificielle\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-35d5905 e-con-full e-flex e-con e-child\" data-id=\"35d5905\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89dadd9 elementor-widget elementor-widget-heading\" data-id=\"89dadd9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Exemple d'applications en Computer Vision \n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6719187 elementor-widget elementor-widget-text-editor\" data-id=\"6719187\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<ul><li>Imagerie m\u00e9dicale : les radiologues v\u00e9rifient les anomalies d\u00e9tect\u00e9es par l&rsquo;IA dans les scans<\/li><li>V\u00e9hicules autonomes : v\u00e9rification humaine de la d\u00e9tection et de la segmentation d&rsquo;objets critiques<\/li><li><strong>Commerce de d\u00e9tail et Ecommerce<\/strong> : identification et cat\u00e9gorisation des produits avec v\u00e9rification humaine<\/li><li><strong>S\u00e9curit\u00e9 et surveillance<\/strong> : examen humain de la d\u00e9tection automatis\u00e9e des menaces<\/li><li><strong>Agriculture <\/strong>: identification des maladies des cultures avec v\u00e9rification par des experts<\/li><li><strong>Fabrication <\/strong>: contr\u00f4le qualit\u00e9 avec supervision humaine<\/li><\/ul>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f7f7b05 e-flex e-con-boxed e-con e-parent\" data-id=\"f7f7b05\" 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-bf895a7 elementor-widget elementor-widget-heading\" data-id=\"bf895a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">INDUSTRIES ET SECTEURS <\/h2>\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-248fb8d e-con-full e-flex e-con e-child\" data-id=\"248fb8d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-80c3ca3 e-con-full e-flex e-con e-child\" data-id=\"80c3ca3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8131304 elementor-widget elementor-widget-image\" data-id=\"8131304\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/10\/AR.webp\" class=\"attachment-large size-large wp-image-525449\" alt=\"Services d&#039;annotation de donn\u00e9es pour le commerce de d\u00e9tail\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-031e800 elementor-widget elementor-widget-text-editor\" data-id=\"031e800\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Retail &amp; Ecommerce<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c525d5 elementor-widget elementor-widget-image\" data-id=\"2c525d5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/10\/Hung-security-camera.webp\" class=\"attachment-large size-large wp-image-525435\" alt=\"annotation de donn\u00e9es pour le secteur de la surveillance\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-585daae elementor-widget elementor-widget-text-editor\" data-id=\"585daae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Surveillance et identit\u00e9 num\u00e9rique<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61369c2 elementor-widget elementor-widget-image\" data-id=\"61369c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/sectors-transportation.webp\" class=\"attachment-large size-large wp-image-528607\" alt=\"annotation pour le secteur des transports\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3783521 elementor-widget elementor-widget-text-editor\" data-id=\"3783521\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Transport et exp\u00e9dition<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fb77ef elementor-widget elementor-widget-image\" data-id=\"2fb77ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/sectors-media.webp\" class=\"attachment-large size-large wp-image-528611\" alt=\"secteurs m\u00e9dias\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be7a134 elementor-widget elementor-widget-text-editor\" data-id=\"be7a134\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Media<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fc6312d e-con-full e-flex e-con e-child\" data-id=\"fc6312d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bba5eff elementor-widget elementor-widget-image\" data-id=\"bba5eff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/10\/Multiple-linked-vehicles.webp\" class=\"attachment-large size-large wp-image-525433\" alt=\"Services d&#039;annotation de donn\u00e9es pour v\u00e9hicules autonomes ADAS\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03a3a28 elementor-widget elementor-widget-text-editor\" data-id=\"03a3a28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Adas + Autonomous Vehicle<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbe9480 elementor-widget elementor-widget-image\" data-id=\"bbe9480\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/11\/Doctors-performing-surgery.webp\" class=\"attachment-large size-large wp-image-525800\" alt=\"Services d&#039;annotation de donn\u00e9es pour les soins de sant\u00e9\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65b4dbb elementor-widget elementor-widget-text-editor\" data-id=\"65b4dbb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Sant\u00e9 et technologies m\u00e9dicales<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-767bf15 elementor-widget elementor-widget-image\" data-id=\"767bf15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/11\/Robotic-arm.webp\" class=\"attachment-large size-large wp-image-525802\" alt=\"Services d&#039;annotation de donn\u00e9es pour la robotique\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbb8f9b elementor-widget elementor-widget-text-editor\" data-id=\"cbb8f9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Logistique et robotique<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-feb9528 elementor-widget elementor-widget-image\" data-id=\"feb9528\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/10\/Person-in-field-holding-phone.webp\" class=\"attachment-large size-large wp-image-525441\" alt=\"Personne dans un champ tenant un t\u00e9l\u00e9phone\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe5ca79 elementor-widget elementor-widget-text-editor\" data-id=\"fe5ca79\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Alimentation, agriculture et b\u00e9tail<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2609244 e-con-full e-flex e-con e-child\" data-id=\"2609244\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e5d2b27 elementor-widget elementor-widget-image\" data-id=\"e5d2b27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/04\/travel.webp\" class=\"attachment-large size-large wp-image-529050\" alt=\"annotation pour l&#039;industrie du voyage\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17bed5a elementor-widget elementor-widget-text-editor\" data-id=\"17bed5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Voyages et h\u00f4tellerie<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38b0839 elementor-widget elementor-widget-image\" data-id=\"38b0839\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/10\/Satellite-overview-of-town.webp\" class=\"attachment-large size-large wp-image-525445\" alt=\"annotation de donn\u00e9es pour Satellite\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc1d03e elementor-widget elementor-widget-text-editor\" data-id=\"dc1d03e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Construction et architecture<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c2389d elementor-widget elementor-widget-image\" data-id=\"0c2389d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/03\/sectors-gaming.webp\" class=\"attachment-large size-large wp-image-528609\" alt=\"secteurs jeux\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f86c605 elementor-widget elementor-widget-text-editor\" data-id=\"f86c605\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Gaming<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec59403 elementor-widget elementor-widget-image\" data-id=\"ec59403\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"162\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/10\/Insurance-logos.webp\" class=\"attachment-large size-large wp-image-525437\" alt=\"Le mot \u00ab assurance \u00bb entour\u00e9 de logos d&#039;assurances\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff1843d elementor-widget elementor-widget-text-editor\" data-id=\"ff1843d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\tBanque, services financiers et assurance\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-445f6320 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"445f6320\" 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-50 elementor-top-column elementor-element elementor-element-2ab7acce\" data-id=\"2ab7acce\" 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-57b36b3 elementor-widget elementor-widget-heading\" data-id=\"57b36b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">R\u00e9compenses\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7236ab3d elementor-widget elementor-widget-image\" data-id=\"7236ab3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/oworkers.com\/fr\/pourquoi-nous\/#awards\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"544\" height=\"193\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2026\/01\/SME-Greater-London-Enterprise-Awards-web-logo.png\" class=\"attachment-large size-large wp-image-538013\" alt=\"SME Greater London Enterprise Awards\" srcset=\"https:\/\/oworkers.com\/wp-content\/uploads\/2026\/01\/SME-Greater-London-Enterprise-Awards-web-logo.png 544w, https:\/\/oworkers.com\/wp-content\/uploads\/2026\/01\/SME-Greater-London-Enterprise-Awards-web-logo-300x106.png 300w\" sizes=\"(max-width: 544px) 100vw, 544px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b2a49f8 elementor-widget elementor-widget-text-editor\" data-id=\"6b2a49f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Consultez <strong><a href=\"https:\/\/oworkers.com\/fr\/pourquoi-nous\/#awards\">NOS R\u00c9COMPENSES<\/a><\/strong> pour le traitement des donn\u00e9es<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6d15599e\" data-id=\"6d15599e\" 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-74b0926a elementor-widget elementor-widget-heading\" data-id=\"74b0926a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Efficacit\u00e9 de la communication\n\n\n<\/p>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-357dd15d elementor-widget elementor-widget-image\" data-id=\"357dd15d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"149\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2025\/01\/logo-communication.webp\" class=\"attachment-large size-large wp-image-526556\" alt=\"Outils de communication : Slack, Microsoft Teams, Google Meet\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-62d0c75a elementor-widget elementor-widget-text-editor\" data-id=\"62d0c75a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Nous utilisons Slack, Meet ou Teams avec un seul point de contact <br>(votre chef de projet).<\/span><\/p>\t\t\t\t\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<div class=\"elementor-element elementor-element-861870e e-flex e-con-boxed e-con e-parent\" data-id=\"861870e\" 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-c4fe048 elementor-widget elementor-widget-n-accordion\" data-id=\"c4fe048\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;all_collapsed&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2060\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2060\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h2 class=\"e-n-accordion-item-title-text\"> Pourquoi la supervision humaine est important dans l'apprentissage automatique pour IA ? <\/h2><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2060\" class=\"elementor-element elementor-element-62768a4 e-con-full e-flex e-con e-child\" data-id=\"62768a4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2060\" class=\"elementor-element elementor-element-308eed2 e-flex e-con-boxed e-con e-child\" data-id=\"308eed2\" 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-c53c3b2 elementor-widget elementor-widget-text-editor\" data-id=\"c53c3b2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Les services multilingues \u00ab human-in-the-loop \u00bb (avec intervention humaine) repr\u00e9sentent une approche essentielle dans le d\u00e9veloppement de l&rsquo;intelligence artificielle, o\u00f9 le jugement et l&rsquo;expertise humains sont strat\u00e9giquement int\u00e9gr\u00e9s dans des syst\u00e8mes automatis\u00e9s.<br><br>Cette m\u00e9thodologie r\u00e9pond \u00e0 l&rsquo;un des d\u00e9fis fondamentaux de l&rsquo;IA : le foss\u00e9 entre le traitement algorithmique et la complexit\u00e9 du monde r\u00e9el. Lorsque les machines sont confront\u00e9es \u00e0 des situations ambigu\u00ebs, \u00e0 des nuances culturelles ou \u00e0 des sc\u00e9narios inattendus, l&rsquo;expertise humaine devient inestimable pour fournir un contexte et apporter des corrections.<br><br>Les services \u00ab human-in-the-loop \u00bb font appel \u00e0 des experts humains qui valident, corrigent et am\u00e9liorent les r\u00e9sultats des machines. Ce mod\u00e8le collaboratif combine l&rsquo;efficacit\u00e9 et l&rsquo;\u00e9volutivit\u00e9 de l&rsquo;IA avec le discernement et l&rsquo;adaptabilit\u00e9 de l&rsquo;intelligence humaine. Pour les organisations qui d\u00e9veloppent des syst\u00e8mes d&rsquo;IA multilingues, cette approche est particuli\u00e8rement cruciale, car la langue comporte des subtilit\u00e9s que les machines ont souvent du mal \u00e0 saisir.    <\/p><h3>Combler le foss\u00e9 entre les algorithmes d&rsquo;IA et les applications concr\u00e8tes<\/h3><p>La mise en \u0153uvre de services multilingues impliquant l&rsquo;intervention humaine cr\u00e9e un pont essentiel entre les capacit\u00e9s th\u00e9oriques de l&rsquo;IA et son application pratique. Si les syst\u00e8mes d&rsquo;IA excellent dans le traitement de grandes quantit\u00e9s de donn\u00e9es et l&rsquo;identification de mod\u00e8les, ils ne disposent pas de la compr\u00e9hension intuitive que les humains apportent aux situations complexes.<br><br>Les r\u00e9viseurs humains apportent un jugement critique dans les domaines o\u00f9 le contexte et les nuances sont importants, tels que : <\/p><ul><li>Interpr\u00e9ter un langage ambigu<\/li><li>Comprendre les r\u00e9f\u00e9rences culturelles<\/li><li>Reconna\u00eetre l&rsquo;ironie et l&rsquo;humour<\/li><li>\u00c9valuation de la pertinence du contenu<\/li><\/ul><p>Ces capacit\u00e9s sont particuli\u00e8rement importantes dans les environnements multilingues o\u00f9 les traductions directes passent souvent \u00e0 c\u00f4t\u00e9 du sens culturel et contextuel.<\/p><h3>La boucle de r\u00e9troaction continue : comment les humains perfectionnent les mod\u00e8les d&rsquo;IA<\/h3><p>La puissance des services multilingues avec intervention humaine r\u00e9side dans la cr\u00e9ation d&rsquo;un cercle vertueux d&rsquo;am\u00e9lioration. Les r\u00e9viseurs humains fournissent des commentaires sur les r\u00e9sultats de l&rsquo;IA, identifiant les erreurs et les cas limites qui pourraient autrement passer inaper\u00e7us.<br>Ces commentaires sont ensuite int\u00e9gr\u00e9s au syst\u00e8me, ce qui permet \u00e0 l&rsquo;IA d&rsquo;apprendre et de s&rsquo;am\u00e9liorer au fil du temps.<br><br>Ce processus it\u00e9ratif am\u00e9liore consid\u00e9rablement les mesures de performance du mod\u00e8le, en particulier dans les contextes multilingues o\u00f9 la complexit\u00e9 linguistique cr\u00e9e des d\u00e9fis suppl\u00e9mentaires pour les approches purement bas\u00e9es sur l&rsquo;apprentissage automatique.  <\/p><h3>Dimensions multilingues de l&rsquo;apprentissage supervis\u00e9 par l&rsquo;homme<\/h3><p>Lorsque les syst\u00e8mes d&rsquo;IA fonctionnent dans plusieurs langues, la complexit\u00e9 augmente de mani\u00e8re exponentielle. Les expressions idiomatiques, les r\u00e9f\u00e9rences culturelles et les structures linguistiques varient consid\u00e9rablement d&rsquo;une langue \u00e0 l&rsquo;autre, ce qui cr\u00e9e des pi\u00e8ges potentiels pour les syst\u00e8mes automatis\u00e9s.<br><br>Les services multilingues \u00ab human-in-the-loop \u00bb rel\u00e8vent ces d\u00e9fis en faisant appel \u00e0 des locuteurs natifs et \u00e0 des experts culturels qui comprennent les subtilit\u00e9s de chaque langue.<br>Ces r\u00e9viseurs multilingues veillent \u00e0 ce que les syst\u00e8mes d&rsquo;IA puissent traiter les informations avec pr\u00e9cision, quelle que soit la langue, permettant ainsi de proposer des solutions v\u00e9ritablement mondiales qui restent efficaces au-del\u00e0 des fronti\u00e8res et des cultures.  <\/p><h2>Transformer les performances de l&rsquo;IA gr\u00e2ce \u00e0 la supervision humaine<\/h2><h3>Corriger le cap : comment l&rsquo;intervention humaine pr\u00e9vient les erreurs de l&rsquo;IA<\/h3><p>M\u00eame les syst\u00e8mes d&rsquo;IA les plus sophistiqu\u00e9s peuvent commettre des erreurs qui seraient \u00e9videntes pour les humains. Ces erreurs proviennent souvent de la compr\u00e9hension limit\u00e9e du contexte par l&rsquo;IA ou de son incapacit\u00e9 \u00e0 reconna\u00eetre des circonstances inhabituelles.<br><br>Les services multilingues avec intervention humaine fournissent un filet de s\u00e9curit\u00e9 qui permet de d\u00e9tecter ces erreurs avant qu&rsquo;elles n&rsquo;aient un impact sur les utilisateurs finaux. <br><br>Les r\u00e9viseurs humains excellent dans l&rsquo;identification des angles morts algorithmiques, des interpr\u00e9tations culturelles erron\u00e9es et des probl\u00e8mes \u00e9thiques qui pourraient \u00e9chapper aux syst\u00e8mes automatis\u00e9s seuls.  <\/p><h3>Nuances culturelles et contexte : l&rsquo;avantage du multilinguisme<\/h3><p>La langue est indissociable de la culture, et pour comprendre l&rsquo;une, il faut bien conna\u00eetre l&rsquo;autre. Les services multilingues impliquant une intervention humaine font appel \u00e0 des experts culturels qui saisissent les significations contextuelles susceptibles d&rsquo;\u00eatre perdues dans la traduction ou mal interpr\u00e9t\u00e9es par les syst\u00e8mes d&rsquo;IA.<br><br>Cette conscience culturelle rev\u00eat une importance particuli\u00e8re pour la mod\u00e9ration de contenu, les applications de service client et les communications marketing, o\u00f9 les sensibilit\u00e9s culturelles peuvent avoir un impact significatif sur l&rsquo;efficacit\u00e9 et la r\u00e9ception. <\/p><h3>De bon \u00e0 exceptionnel : am\u00e9lioration de la qualit\u00e9 gr\u00e2ce \u00e0 l&rsquo;\u00e9valuation humaine<\/h3><p>La diff\u00e9rence entre un syst\u00e8me d&rsquo;IA fonctionnel et un syst\u00e8me exceptionnel r\u00e9side souvent dans la qualit\u00e9 de la supervision humaine pendant le d\u00e9veloppement et l&rsquo;exploitation. Les services multilingues \u00ab human-in-the-loop \u00bb am\u00e9liorent les performances de l&rsquo;IA en affinant continuellement les r\u00e9sultats et en identifiant les possibilit\u00e9s d&rsquo;am\u00e9lioration.<br><br>Cette am\u00e9lioration de la qualit\u00e9 est particuli\u00e8rement \u00e9vidente dans les applications n\u00e9cessitant une grande pr\u00e9cision, telles que la transcription m\u00e9dicale, l&rsquo;analyse de documents juridiques et la surveillance de la conformit\u00e9 financi\u00e8re. <\/p><h2>Mise en \u0153uvre strat\u00e9gique des m\u00e9thodologies \u00ab Human in the Loop \u00bb<\/h2><h3>Identification des points critiques pour la prise de d\u00e9cision humaine<\/h3><p>La mise en \u0153uvre efficace de services multilingues impliquant une intervention humaine n\u00e9cessite une r\u00e9flexion strat\u00e9gique sur les domaines dans lesquels l&rsquo;intervention humaine apporte le plus de valeur ajout\u00e9e. Plut\u00f4t que d&rsquo;examiner chaque r\u00e9sultat g\u00e9n\u00e9r\u00e9 par l&rsquo;IA, les organisations ont tout int\u00e9r\u00eat \u00e0 identifier les points critiques o\u00f9 le jugement humain a le plus d&rsquo;impact.<br><br>Ces points d&rsquo;intervention comprennent g\u00e9n\u00e9ralement la pr\u00e9paration initiale des donn\u00e9es d&rsquo;entra\u00eenement, l&rsquo;examen des cas limites et l&rsquo;\u00e9valuation des nouveaux mod\u00e8les linguistiques qui apparaissent au fil du temps. <\/p><h3>Int\u00e9grer l&rsquo;intelligence multilingue dans les syst\u00e8mes d&rsquo;IA<\/h3><p>La cr\u00e9ation de syst\u00e8mes d&rsquo;IA performants dans plusieurs langues n\u00e9cessite plus qu&rsquo;une simple traduction. Les services multilingues impliquant une intervention humaine permettent de d\u00e9velopper une v\u00e9ritable intelligence interlinguistique en identifiant les mod\u00e8les et les relations entre les langues.<br><br>Des experts humains contribuent \u00e0 l&rsquo;\u00e9laboration de taxonomies multilingues, de syst\u00e8mes de reconnaissance d&rsquo;entit\u00e9s et de cadres s\u00e9mantiques qui permettent \u00e0 l&rsquo;IA de passer d&rsquo;une langue \u00e0 l&rsquo;autre avec plus d&rsquo;aisance. <\/p><h2>Approche de <a href=\"https:\/\/oworkers.com\/fr\/services-annotation-donnees\">Oworkers<\/a> vis-\u00e0-vis des services multilingues \u00ab Human in the Loop \u00bb<\/h2><p><strong><a href=\"https:\/\/oworkers.com\/fr\/services-annotation-images\/\">OWorkers <\/a><\/strong>fournit des services multilingues de qualit\u00e9 sup\u00e9rieure gr\u00e2ce \u00e0 une combinaison unique d&rsquo;expertise linguistique, d&rsquo;infrastructure technologique et d&rsquo;excellence op\u00e9rationnelle.<br>Avec des centres de prestation strat\u00e9giquement situ\u00e9s en Bulgarie, en \u00c9gypte et \u00e0 Madagascar, OWorkers offre une assistance dans plus de 30 langues, garantissant l&rsquo;authenticit\u00e9 culturelle et la pr\u00e9cision linguistique dans le cadre de projets diversifi\u00e9s.<br><br>Notre approche met l&rsquo;accent sur : <\/p><ul><li>Des employ\u00e9s \u00e0 temps plein hautement qualifi\u00e9s plut\u00f4t que des pigistes, garantissant coh\u00e9rence et s\u00e9curit\u00e9.<\/li><li>Certification ISO 27001 et conformit\u00e9 au RGPD pour une protection maximale des donn\u00e9es<\/li><li>Des \u00e9quipes \u00e9volutives pouvant s&rsquo;agrandir rapidement pour r\u00e9pondre aux exigences des projets<\/li><li>Une expertise approfondie dans divers secteurs et applications<\/li><\/ul><h2>FAQ<\/h2><h3>Comment la supervision humaine influe-t-elle sur les d\u00e9lais de d\u00e9veloppement des projets d&rsquo;IA ?<\/h3><p>Les services multilingues impliquant une intervention humaine acc\u00e9l\u00e8rent g\u00e9n\u00e9ralement le d\u00e9veloppement en r\u00e9duisant les retouches importantes. En identifiant les probl\u00e8mes \u00e0 un stade pr\u00e9coce, les r\u00e9viseurs humains \u00e9vitent les erreurs cumul\u00e9es qui pourraient n\u00e9cessiter une reconstruction importante par la suite.<br><br>Cette approche permet de concentrer les ressources de d\u00e9veloppement sur les voies les plus prometteuses, ce qui rationalise le processus de d\u00e9ploiement.  <\/p><h3>Qu&rsquo;est-ce qui rend les services multilingues avec intervention humaine sup\u00e9rieurs aux approches monolingues ?<\/h3><p>Les approches multilingues permettent une v\u00e9ritable \u00e9volutivit\u00e9 mondiale en garantissant que les algorithmes sous-jacents s&rsquo;adaptent \u00e0 la diversit\u00e9 linguistique d\u00e8s leur conception. Cela \u00e9vite les \u00e9cueils li\u00e9s \u00e0 l&rsquo;ajout ult\u00e9rieur de langues suppl\u00e9mentaires et permet d&rsquo;obtenir des performances plus coh\u00e9rentes dans toutes les langues prises en charge. <\/p><h3>Les m\u00e9thodologies \u00ab human-in-the-loop \u00bb peuvent-elles aider \u00e0 surmonter les biais existants dans les syst\u00e8mes d&rsquo;IA ?<\/h3><p>Oui. Les r\u00e9viseurs humains peuvent identifier les cas o\u00f9 les syst\u00e8mes produisent des r\u00e9sultats biais\u00e9s ou favorisent certaines cat\u00e9gories d\u00e9mographiques, aidant ainsi les d\u00e9veloppeurs \u00e0 apporter des corrections. Cette surveillance est particuli\u00e8rement utile dans les contextes multilingues, o\u00f9 les biais peuvent se manifester diff\u00e9remment selon les langues et les cultures.  <\/p><h3>Quel niveau d&rsquo;expertise les \u00e9valuateurs humains doivent-ils poss\u00e9der dans des domaines sp\u00e9cialis\u00e9s ?<\/h3><p>L&rsquo;expertise optimale d\u00e9pend de la complexit\u00e9 de l&rsquo;application. Pour les t\u00e2ches linguistiques g\u00e9n\u00e9rales, la ma\u00eetrise de la langue peut suffire, tandis que les domaines sp\u00e9cialis\u00e9s tels que les applications juridiques, m\u00e9dicales ou financi\u00e8res n\u00e9cessitent \u00e0 la fois des comp\u00e9tences linguistiques et une expertise dans le domaine concern\u00e9.<br><br>OWorkers met en ad\u00e9quation les qualifications des r\u00e9viseurs avec les exigences des projets, garantissant ainsi une expertise appropri\u00e9e pour chaque initiative.  <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4f338a2e elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4f338a2e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;gradient&quot;}\">\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-50 elementor-top-column elementor-element elementor-element-24fb97e7\" data-id=\"24fb97e7\" 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-69e26929 elementor-widget elementor-widget-heading\" data-id=\"69e26929\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Supervision Humaine pour IA\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a7e1fc2 elementor-widget elementor-widget-text-editor\" data-id=\"6a7e1fc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Contactez-nous <\/strong>et recevez des informations sur les indicateurs cl\u00e9s de performance que nous atteignons pour nos plus gros clients.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6362672 elementor-align-left elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"6362672\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-xl\" href=\"https:\/\/oworkers.com\/fr\/devis\/\">\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\">OBTENIR UN DEVIS<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6c9c16b1\" data-id=\"6c9c16b1\" 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-50fc1124 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"50fc1124\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"378\" height=\"350\" src=\"https:\/\/oworkers.com\/wp-content\/uploads\/2024\/11\/woman-giving-thumbs-up-sign.webp\" class=\"attachment-large size-large wp-image-525879\" alt=\"Femme faisant un signal du pouce lev\u00e9\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/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>Services multilingues avec supervision humaine pour IA (HITL) L&rsquo;\u00c9L\u00c9MENT HUMAINdans l&rsquo;\u00e9volution de l&rsquo;IA En tant que partenaire humain pour votre r\u00e9ussite dans le domaine de l&rsquo;IA, nous vous fournissons des services multilingues, v\u00e9rifi\u00e9s, g\u00e9r\u00e9s, \u00e9volutifs et exp\u00e9riment\u00e9s, avec des \u00e9quipes d&rsquo;annotateurs experts r\u00e9parties dans 4 centres \u00e0 travers le monde [Bulgarie | \u00c9gypte | Madagascar [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-538109","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - 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