{"id":45853,"date":"2026-01-20T07:09:05","date_gmt":"2026-01-20T07:09:05","guid":{"rendered":"https:\/\/www.inhand.com\/?p=45853"},"modified":"2026-01-29T02:38:32","modified_gmt":"2026-01-29T02:38:32","slug":"from-sampling-to-100-percent-ai-inspection","status":"publish","type":"post","link":"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/","title":{"rendered":"De l&#039;\u00e9chantillonnage \u00e0 l&#039;inspection IA 100%"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"45853\" class=\"elementor elementor-45853\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-29b3fba2 e-flex e-con-boxed e-con e-parent\" data-id=\"29b3fba2\" data-element_type=\"container\" data-settings=\"{&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-33edd13d e-con-full e-flex e-con e-child\" data-id=\"33edd13d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49204e13 elementor-widget elementor-widget-heading\" data-id=\"49204e13\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">Inspection 100% optimis\u00e9e par l&#039;IA\u00a0: red\u00e9finir le contr\u00f4le qualit\u00e9 dans la fabrication intelligente<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3237e30b e-con-full e-flex e-con e-child\" data-id=\"3237e30b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-707cd3fe elementor-widget elementor-widget-text-editor\" data-id=\"707cd3fe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Pendant des ann\u00e9es, <strong><b>inspection par \u00e9chantillonnage<\/b><\/strong>\u00a0Cette m\u00e9thode de contr\u00f4le qualit\u00e9 s&#039;est av\u00e9r\u00e9e fiable. En v\u00e9rifiant un \u00e9chantillon de produits, les fabricants ont g\u00e9r\u00e9 les risques li\u00e9s \u00e0 la qualit\u00e9 gr\u00e2ce aux statistiques.<\/p><p>Cette approche est actuellement mise \u00e0 l&#039;\u00e9preuve.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0758a72 elementor-widget elementor-widget-image\" data-id=\"0758a72\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/1.png\" class=\"attachment-large size-large wp-image-45874\" alt=\"\u00c9volution du contr\u00f4le par \u00e9chantillonnage au contr\u00f4le qualit\u00e9 100% dans la fabrication moderne\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/1.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/1-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/1-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/1-18x8.png 18w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75db048 elementor-widget elementor-widget-text-editor\" data-id=\"75db048\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Avec l&#039;augmentation de la production en usine, la multiplication des variantes de produits et l&#039;acc\u00e9l\u00e9ration des cadences, les exigences en mati\u00e8re de qualit\u00e9 ont \u00e9volu\u00e9. Il ne suffit plus que les produits soient \u00ab acceptables \u00bb. Les fabricants exigent d\u00e9sormais une qualit\u00e9 irr\u00e9prochable. <strong><b>coh\u00e9rence, stabilit\u00e9 et tra\u00e7abilit\u00e9<\/b><\/strong>.<\/p><p>Le contr\u00f4le qualit\u00e9 n&#039;est plus seulement une v\u00e9rification finale. Il influe directement sur les d\u00e9cisions de mise en production, les retouches et le respect des d\u00e9lais de livraison. Ceci soul\u00e8ve une question cruciale\u00a0:<\/p><p><strong><b>Le contr\u00f4le par \u00e9chantillonnage est-il encore suffisant pour la fabrication moderne\u00a0?<\/b><\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69cef56 elementor-widget elementor-widget-heading\" data-id=\"69cef56\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Quand la qualit\u00e9 d\u00e9pend de l&#039;\u00e9chantillonnage<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06572b8 elementor-widget elementor-widget-text-editor\" data-id=\"06572b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h5><strong><b>Les risques r\u00e9els<\/b><\/strong><\/h5><p>Dans les environnements de production \u00e0 rythme rapide, le recours principalement \u00e0 l&#039;\u00e9chantillonnage pose des probl\u00e8mes \u00e9vidents\u00a0:<\/p><ul><li><b><\/b><strong><b>Les probl\u00e8mes de qualit\u00e9 ne sont pas constamment visibles.<\/b><\/strong>et apparaissent souvent trop tard<\/li><li><b><\/b><strong><b>Un seul d\u00e9faut non d\u00e9tect\u00e9 peut impacter un lot entier.<\/b><\/strong>, affectant les horaires de livraison<\/li><li><b><\/b><strong><b>Les \u00e9quipes de production s&#039;appuient sur l&#039;exp\u00e9rience manuelle<\/b><\/strong>pour compenser, l&#039;incertitude croissante<\/li><\/ul><p>L&#039;\u00e9chantillonnage en lui-m\u00eame n&#039;est pas le probl\u00e8me. Le probl\u00e8me, c&#039;est qu&#039;il n&#039;a jamais \u00e9t\u00e9 con\u00e7u pour servir de support. <strong><b>contr\u00f4le qualit\u00e9 de bout en bout<\/b><\/strong>\u00a0dans une production complexe et \u00e0 grande vitesse.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42e2401 elementor-widget elementor-widget-text-editor\" data-id=\"42e2401\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Techniquement, l&#039;agr\u00e9gation de porteuses est une fonctionnalit\u00e9 qui relie plusieurs canaux d&#039;op\u00e9rateurs pour offrir \u00e0 un appareil utilisateur unique un d\u00e9bit de donn\u00e9es plus \u00e9lev\u00e9 et une latence r\u00e9duite. Il s&#039;agit d&#039;une technologie fondamentale pour les r\u00e9seaux 4G Advanced et 5G.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23aea7b elementor-widget elementor-widget-heading\" data-id=\"23aea7b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Que signifie aujourd&#039;hui l&#039;\u00ab inspection 100% \u00bb ?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9994966 elementor-widget elementor-widget-text-editor\" data-id=\"9994966\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>En pratique, <strong><b>L&#039;inspection 100% ne signifie pas v\u00e9rifier manuellement chaque d\u00e9tail de chaque produit<\/b><\/strong>.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53397cd elementor-widget elementor-widget-image\" data-id=\"53397cd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2.png\" class=\"attachment-large size-large wp-image-45875\" alt=\"Comparaison\u00a0: l\u2019\u00e9chantillonnage contr\u00f4le certaines unit\u00e9s\u00a0; l\u2019inspection 100% v\u00e9rifie automatiquement chaque unit\u00e9\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/2.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/2-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/2-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/2-18x8.png 18w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f3ec58c e-flex e-con-boxed e-con e-child\" data-id=\"3f3ec58c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-668c462 elementor-widget elementor-widget-text-editor\" data-id=\"668c462\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Cela signifie ceci :<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-922a1a6 elementor-widget elementor-widget-text-editor\" data-id=\"922a1a6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"padding-left: 40px;\"><strong>Chaque unit\u00e9 est inspect\u00e9e afin de d\u00e9tecter les d\u00e9fauts ou les caract\u00e9ristiques de qualit\u00e9 pouvant \u00eatre d\u00e9tect\u00e9s automatiquement.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3093146 elementor-widget elementor-widget-text-editor\" data-id=\"3093146\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>La diff\u00e9rence est simple :<\/p><ul><li>Contr\u00f4les par \u00e9chantillonnage <em><i>quelques<\/i><\/em>produits<\/li><li>Contr\u00f4les d&#039;inspection 100% <em><i>chaque<\/i><\/em>\u00a0produit<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43099a3 elementor-widget elementor-widget-text-editor\" data-id=\"43099a3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u00c0 mesure que les volumes de production augmentent et que les temps de cycle se raccourcissent, le co\u00fbt d&#039;un seul d\u00e9faut non d\u00e9tect\u00e9 s&#039;accro\u00eet. Par cons\u00e9quent, le contr\u00f4le unitaire devient une pratique de plus en plus courante. <strong><b>exigence pratique<\/b><\/strong>, notamment dans les domaines de l&#039;\u00e9lectronique, des semi-conducteurs, des composants automobiles et de la fabrication de pr\u00e9cision.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04f3e2b elementor-widget elementor-widget-heading\" data-id=\"04f3e2b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pourquoi l&#039;IA est essentielle pour l&#039;inspection 100%<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f22af7 elementor-widget elementor-widget-text-editor\" data-id=\"8f22af7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Une fois que l&#039;inspection passe \u00e0 une couverture compl\u00e8te, l&#039;\u00e9chelle devient le principal d\u00e9fi.<\/p><p>Les lignes \u00e0 grande vitesse exigent des d\u00e9cisions constantes. La diversit\u00e9 des produits et des proc\u00e9d\u00e9s introduit des sch\u00e9mas de d\u00e9fauts changeants. Dans ces conditions, <strong><b>L&#039;inspection manuelle et les syst\u00e8mes bas\u00e9s sur des r\u00e8gles peinent \u00e0 suivre le rythme.<\/b><\/strong>.<\/p><p>C&#039;est ici que <strong><b>Inspection bas\u00e9e sur l&#039;IA<\/b><\/strong>\u00a0devient essentiel. Non pas parce qu&#039;il est plus avanc\u00e9, mais parce qu&#039;il peut <strong><b>apprendre, s&#039;adapter et op\u00e9rer en continu \u00e0 grande \u00e9chelle<\/b><\/strong>.<\/p><p>L&#039;attention se d\u00e9place de <em><i>si<\/i><\/em>\u00a0L&#039;IA est n\u00e9cessaire pour <em><i>comment<\/i><\/em>\u00a0Il devrait \u00eatre d\u00e9ploy\u00e9 pour s&#039;adapter aux environnements de production r\u00e9els.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-043b9e3 elementor-widget elementor-widget-heading\" data-id=\"043b9e3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mettre en pratique l&#039;inspection par IA<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7e18ae elementor-widget elementor-widget-text-editor\" data-id=\"e7e18ae\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>InHand Networks a d\u00e9velopp\u00e9 une solution d&#039;inspection de la qualit\u00e9 par IA con\u00e7ue autour de <strong><b>vitesse de production, fiabilit\u00e9 et exploitation \u00e0 long terme<\/b><\/strong>L\u2019objectif est simple\u00a0: <strong><b>Faites du contr\u00f4le unitaire une composante fiable de la production quotidienne.<\/b><\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4b1027 elementor-widget elementor-widget-text-editor\" data-id=\"e4b1027\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h5><strong><b>Sur la cha\u00eene de production<\/b><\/strong><\/h5><p>Pour \u00e9viter de ralentir la production, l&#039;inspection doit \u00eatre synchronis\u00e9e avec le cycle de production. Les cam\u00e9ras haute r\u00e9solution g\u00e9n\u00e8rent d&#039;importants volumes de donn\u00e9es, et le recours \u00e0 des syst\u00e8mes distants peut engendrer des retards.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e151453 elementor-widget elementor-widget-image\" data-id=\"e151453\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/3.png\" class=\"attachment-large size-large wp-image-45876\" alt=\"Ordinateur de p\u00e9riph\u00e9rie EC5550 permettant la d\u00e9tection de d\u00e9fauts en temps r\u00e9el et en ligne gr\u00e2ce \u00e0 l&#039;IA\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/3.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/3-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/3-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/3-18x8.png 18w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4894cdb elementor-widget elementor-widget-text-editor\" data-id=\"4894cdb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Dans cette solution, le <strong><b>Ordinateur Edge EC5550<\/b><\/strong>\u00a0Il est d\u00e9ploy\u00e9 directement sur la ligne de production. Il traite localement les donn\u00e9es de la cam\u00e9ra et effectue la d\u00e9tection des d\u00e9fauts en temps r\u00e9el.<\/p><p>Les principaux avantages sont les suivants\u00a0:<\/p><ul><li>Jusqu&#039;\u00e0 <strong><b>100 TOPS de performances en IA<\/b><\/strong>pour l&#039;inspection multicam\u00e9ra<\/li><li><b><\/b><strong><b>Temps de r\u00e9ponse de l&#039;ordre de la milliseconde<\/b><\/strong>align\u00e9 sur la vitesse de production<\/li><li><b><\/b><strong><b>Fiabilit\u00e9 de niveau industriel<\/b><\/strong>pour un fonctionnement continu<\/li><\/ul><p>Gr\u00e2ce \u00e0 un traitement stable sur site, l&#039;inspection devient une partie int\u00e9grante du flux de production plut\u00f4t qu&#039;un goulot d&#039;\u00e9tranglement.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c722f5a elementor-widget elementor-widget-heading\" data-id=\"c722f5a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Transformer les donn\u00e9es d&#039;inspection en informations exploitables<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54a4695 elementor-widget elementor-widget-text-editor\" data-id=\"54a4695\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>L&#039;inspection par unit\u00e9 ne cr\u00e9e de valeur que si les r\u00e9sultats sont recueillis et utilis\u00e9s.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3ddcac elementor-widget elementor-widget-image\" data-id=\"f3ddcac\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/4.png\" class=\"attachment-large size-large wp-image-45877\" alt=\"Transformer les donn\u00e9es d&#039;inspection par unit\u00e9 en informations de qualit\u00e9 tra\u00e7ables gr\u00e2ce \u00e0 l&#039;int\u00e9gration MES et QMS\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/4.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/4-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/4-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/4-18x8.png 18w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-897864f elementor-widget elementor-widget-text-editor\" data-id=\"897864f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Les donn\u00e9es d&#039;inspection sont collect\u00e9es dans des syst\u00e8mes sur site ou dans un cloud priv\u00e9, cr\u00e9ant ainsi un historique qualit\u00e9 continu. L&#039;\u00e9tat de chaque produit, le type de d\u00e9faut et la date de chaque incident peuvent \u00eatre suivis.<\/p><p>En s&#039;int\u00e9grant \u00e0 <strong><b>Syst\u00e8mes MES et QMS<\/b><\/strong>Les d\u00e9fauts r\u00e9currents ou les tendances anormales d\u00e9clenchent automatiquement des alertes. Le contr\u00f4le qualit\u00e9 passe de v\u00e9rifications r\u00e9actives \u00e0 une approche proactive. <strong><b>contr\u00f4le au niveau du processus<\/b><\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bf5ebd elementor-widget elementor-widget-heading\" data-id=\"1bf5ebd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Le r\u00f4le du cloud<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e540f7 elementor-widget elementor-widget-text-editor\" data-id=\"1e540f7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Dans cette architecture, le cloud ne g\u00e8re pas l&#039;inspection en temps r\u00e9el. Il se concentre plut\u00f4t sur\u00a0:<\/p><ul><li>Analyse de la qualit\u00e9 inter-lignes et inter-usines<\/li><li>Formation et \u00e9valuation centralis\u00e9es des mod\u00e8les d&#039;IA<\/li><li>Mises \u00e0 jour du mod\u00e8le unifi\u00e9<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56d980b elementor-widget elementor-widget-image\" data-id=\"56d980b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/5.png\" class=\"attachment-large size-large wp-image-45878\" alt=\"Edge g\u00e8re l&#039;inspection en temps r\u00e9el\u00a0; le cloud g\u00e8re l&#039;entra\u00eenement de l&#039;IA et l&#039;analyse inter-usines\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/5.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/5-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/5-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/5-18x8.png 18w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38a7295 elementor-widget elementor-widget-text-editor\" data-id=\"38a7295\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>M\u00eame en cas d&#039;instabilit\u00e9 du r\u00e9seau, les inspections sur site se poursuivent sans interruption. <strong><b>La p\u00e9riph\u00e9rie ex\u00e9cute ; le cloud am\u00e9liore.<\/b><\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c9f0b4 elementor-widget elementor-widget-heading\" data-id=\"6c9f0b4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Qu\u2019est-ce qui change avec l\u2019inspection par unit\u00e9\u00a0?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a32bfa6 elementor-widget elementor-widget-text-editor\" data-id=\"a32bfa6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Passer de l&#039;\u00e9chantillonnage \u00e0 l&#039;inspection unitaire repr\u00e9sente plus qu&#039;une simple mise \u00e0 niveau technique. Cela refl\u00e8te une \u00e9volution vers <strong><b>une plus grande certitude dans la gestion de la qualit\u00e9<\/b><\/strong>.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be70d10 elementor-widget elementor-widget-image\" data-id=\"be70d10\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"899\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/6.png\" class=\"attachment-large size-large wp-image-45879\" alt=\"Passer de l&#039;\u00e9chantillonnage statistique \u00e0 l&#039;inspection unitaire pour une gestion de la qualit\u00e9 pr\u00e9visible et fiable\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/6.png 899w, https:\/\/www.inhand.com\/wp-content\/uploads\/6-300x128.png 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/6-768x327.png 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/6-18x8.png 18w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c121db1 elementor-widget elementor-widget-text-editor\" data-id=\"c121db1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>La valeur de l&#039;IA ne r\u00e9side pas dans son apparence d&#039;intelligence sup\u00e9rieure, mais dans sa capacit\u00e9 \u00e0 fluidifier et \u00e0 rendre plus pr\u00e9visible la production. Lorsque le contr\u00f4le qualit\u00e9 repose sur des d\u00e9cisions continues et fiables \u2013 plut\u00f4t que sur des probabilit\u00e9s \u2013, il devient un syst\u00e8me capable de soutenir des op\u00e9rations de fabrication p\u00e9rennes.<\/p><p>Voil\u00e0 le vrai changement.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ed7cd84 elementor-widget elementor-widget-text-editor\" data-id=\"ed7cd84\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Produits apparent\u00e9s :<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b4f78f4 e-con-full e-flex e-con e-child\" data-id=\"5b4f78f4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-49d0232 e-con-full e-flex e-con e-child\" data-id=\"49d0232\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cae829d elementor-widget elementor-widget-ucaddon_card_carousel\" data-id=\"cae829d\" data-element_type=\"widget\" data-widget_type=\"ucaddon_card_carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n<!-- start Card Carousel -->\n\t\t<link id='font-awesome-css' href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/font-awesome6\/fontawesome-all.min.css' type='text\/css' rel='stylesheet' >\n\t\t<link id='font-awesome-4-shim-css' href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/font-awesome6\/fontawesome-v4-shims.min.css' type='text\/css' rel='stylesheet' >\n\t\t<link id='owl-carousel-css' href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/owl-carousel-new\/assets\/owl.carousel.css' type='text\/css' rel='stylesheet' >\n\t\t<link id='uc_ac_assets_file_animate_css_77907-css' href='https:\/\/www.inhand.com\/wp-content\/uploads\/ac_assets\/uc_classic_carousel\/animate.css' type='text\/css' rel='stylesheet' >\n\n<style>\/* widget: Card Carousel *\/\n\n#uc_card_carousel_elementor_cae829d-wrapper{\n  min-height:1px;\n}\n\n#uc_card_carousel_elementor_cae829d *{\n\t-webkit-box-sizing: border-box;\n\t-moz-box-sizing: border-box;\n\tbox-sizing: border-box;\n}\n\n#uc_card_carousel_elementor_cae829d .ue-carousel-item{\n  overflow:hidden;\n  transition:0.3s;\n}\n\n#uc_card_carousel_elementor_cae829d .uc_classic_carousel_container_holder{\n\tdisplay:block;\n\tposition:relative;\n\twidth:100%;\n    box-sizing: border-box;\n}\n#uc_card_carousel_elementor_cae829d 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#uc_card_carousel_elementor_cae829d .uc_classic_carousel_container_holder {\n    max-width: ;\n  }\n}\n\n<\/style>\n\n<div class=\"uc_classic_carousel\" id=\"uc_card_carousel_elementor_cae829d-wrapper\">\n        <div class=\"uc_carousel owl-carousel uc-items-wrapper\" id=\"uc_card_carousel_elementor_cae829d\"  >\n          \t\n\n\n<div id=\"uc_card_carousel_elementor_cae829d_item1\" class=\"uc_classic_carousel_container_holder ue-item elementor-repeater-item-0260550\" data-hide-item=\"false\">  \n  <div class=\"ue-carousel-item\">\n    \n    <span class=\"uc_classic_carousel_border\" style=\"\"><\/span>    \n    \n          <div class=\"uc_classic_carousel_placeholder\">\n        <a href=\"https:\/\/www.inhand.com\/fr\/products\/ai-edge-computers\/\" title=\"En savoir plus\" >          <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550-768x670.png\"  alt=\"Ordinateur Edge IA EC5550\" width=\"768\" height=\"670\">\n        <\/a>              <\/div>\n    \n    <div class=\"uc_classic_carousel_content\" style=\"direction:ltr;\">    \n\n      \n          <div  class=\"card_carousel_title\">Ordinateurs \u00e0 la pointe de l'IA<\/div>\n        <p class=\"card_carousel_text\"><\/p>      \t\n\n              <div class=\"ue_button\">\n          <a class=\"uc_more_btn\" href=\"https:\/\/www.inhand.com\/fr\/products\/ai-edge-computers\/\" title=\"En savoir plus\" >En savoir plus<\/a>\n      \t<\/div>   \n      \t\n      \n    <\/div>\n    \n  <\/div>\n<\/div>\n\n      <\/div>\n<\/div>\n<!-- end Card Carousel -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-78c09482 e-con-full e-flex e-con e-child\" data-id=\"78c09482\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2d6a65c e-con-full e-flex e-con e-child\" data-id=\"2d6a65c\" data-element_type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:60,&quot;content_width&quot;:&quot;full&quot;,&quot;sticky_offset_tablet&quot;:0,&quot;sticky_offset_mobile&quot;:0,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a24d7ae elementor-widget elementor-widget-heading\" data-id=\"a24d7ae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Blogs Associ\u00e9s<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a917522 elementor-widget elementor-widget-ha-post-list happy-addon ha-post-list\" data-id=\"a917522\" data-element_type=\"widget\" data-widget_type=\"ha-post-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t<div class=\"ha-post-list-wrapper\">\n\t\t\t\t<ul class=\"ha-post-list\" >\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/running-deepseek-r1-distilled-model-on-inhand-ai-edge-computers\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">Ex\u00e9cution du mod\u00e8le distill\u00e9 DeepSeek R1 sur les ordinateurs InHand AI Edge<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/what-is-edge-ai\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">Qu&#039;est-ce que l&#039;IA Edge ?<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-424975f2 e-flex e-con-boxed e-con e-parent\" data-id=\"424975f2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cda2027 elementor-widget elementor-widget-ucaddon_uc_card_post_carousel\" data-id=\"cda2027\" data-element_type=\"widget\" data-widget_type=\"ucaddon_uc_card_post_carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n<!-- start Post Carousel Lite -->\n\n<style>\/* widget: Post Carousel Lite *\/\n\n#uc_uc_card_post_carousel_elementor_cda2027 *{\n  box-sizing:border-box;\n}\n#uc_uc_card_post_carousel_elementor_cda2027{\n  position:relative;\n  min-height:1px;\n}\n#uc_uc_card_post_carousel_elementor_cda2027 .uc_image_carousel_content{\n\ttext-align:center;\n    display: flex;\n     flex-flow: column nowrap;\n}\n#uc_uc_card_post_carousel_elementor_cda2027 .ue_post_carousel_item\n{\n  overflow:hidden;\n  \n}\n\n#uc_uc_card_post_carousel_elementor_cda2027 .ue_post_btn_holder\n{\n  margin-top:auto;\n}\n\n#uc_uc_card_post_carousel_elementor_cda2027 .uc_more_btn{\n\n  display:inline-block;\n  text-align:center;\n  text-decoration:none;\n} \n\n.uc_overlay_image_carousel .uc_more_btn{\n  text-decoration:none;\n  display:inline-block;\n}\n\n.uc_overlay_image_carousel .uc_post_title{\n  font-size:21px;\n  text-decoration:none;\n}\n\n#uc_uc_card_post_carousel_elementor_cda2027 .owl-nav .owl-prev{\n    position:absolute;\n    display:inline-block;\n    text-align:center;\n}\n#uc_uc_card_post_carousel_elementor_cda2027 .owl-nav .owl-next{\n  position:absolute;\n  display:inline-block;\n  text-align:center;\n}\n\n\n#uc_uc_card_post_carousel_elementor_cda2027 .owl-dots {\noverflow:hidden;\ndisplay:false !important;\ntext-align:center;\n}\n\n#uc_uc_card_post_carousel_elementor_cda2027 .owl-dot {\nborder-radius:50%;\ndisplay:inline-block;\n}\n\n<\/style>\n\n<div class=\"uc_overlay_image_carousel\" id=\"uc_uc_card_post_carousel_elementor_cda2027\" data-custom-sethtml=\"true\" >\n   <div class=\"uc_carousel owl-carousel owl-theme uc-items-wrapper\">\n   \t\t<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item1\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/\u5c01\u9762-2-768x563.png); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Le nouveau routeur 5G CR602 aide les caf\u00e9s \u00e0 am\u00e9liorer leur connectivit\u00e9 et la fiabilit\u00e9 de leur connexion Internet professionnelle.<\/div><\/a>    <div class=\"ue_post_intro\">Assurez une connexion internet professionnelle fiable \u00e0 votre caf\u00e9 gr\u00e2ce au routeur 5G CR602. Con\u00e7u pour \u00e9viter les interruptions de service\u2026<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item2\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/clawdbot-edge-deployment-guide\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/OpenClaw-banner-768x563.png); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/clawdbot-edge-deployment-guide\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Adieu Mac mini \u00ab\u00a0Toujours allum\u00e9\u00a0\u00bb\u00a0! Un ordinateur de bord IA abordable assure le fonctionnement continu d\u2019OpenClaw 24\u00a0h\/24 et 7\u00a0j\/7.<\/div><\/a>    <div class=\"ue_post_intro\">D\u00e9ployez un agent d&#039;IA toujours actif sur un ordinateur p\u00e9riph\u00e9rique InHand sous Linux\u00a0: installez Clawdbot, planifiez les inspections\u2026<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/clawdbot-edge-deployment-guide\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item3\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/Making-Automated-Production-Lines-Truly-Controllable-and-Visible-cover-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Rendre les lignes de production automatis\u00e9es v\u00e9ritablement contr\u00f4lables et visibles<\/div><\/a>    <div class=\"ue_post_intro\">Avec l&#039;automatisation croissante, les cha\u00eenes de production d\u00e9pendent plus que jamais d&#039;une connectivit\u00e9 r\u00e9seau stable. Cet article...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item4\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/ai-construction-safety-edge-decision\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/ai-construction-safety-edge-decision\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Comment l&#039;IA r\u00e9invente la gestion de la s\u00e9curit\u00e9 sur les grands chantiers de construction gr\u00e2ce \u00e0 la prise de d\u00e9cision sur site<\/div><\/a>    <div class=\"ue_post_intro\">L&#039;intelligence artificielle embarqu\u00e9e permet une surveillance de la s\u00e9curit\u00e9 en temps r\u00e9el et hors ligne sur les chantiers. Elle d\u00e9tecte instantan\u00e9ment les EPI\u2026<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/ai-construction-safety-edge-decision\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item5\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">De l&#039;\u00e9chantillonnage \u00e0 l&#039;inspection IA 100%<\/div><\/a>    <div class=\"ue_post_intro\">L&#039;agr\u00e9gation des op\u00e9rateurs 5G expliqu\u00e9e : d\u00e9bloquez une connectivit\u00e9 ultra-rapide et r\u00e9siliente avec le prochain business FWA12...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item6\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/what-is-carrier-aggregation\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/carrier-aggregation-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/what-is-carrier-aggregation\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Qu&#039;est-ce que l&#039;agr\u00e9gation de porteuses (CA) ?<\/div><\/a>    <div class=\"ue_post_intro\">L&#039;agr\u00e9gation des op\u00e9rateurs 5G expliqu\u00e9e : d\u00e9bloquez une connectivit\u00e9 ultra-rapide et r\u00e9siliente avec le prochain business FWA12...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/what-is-carrier-aggregation\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item7\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/InHand-Networks-NIS-2-readines-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Directive NIS 2 de l&#039;UE\u00a0: comment InHand Networks vous aide \u00e0 rester conforme et s\u00e9curis\u00e9<\/div><\/a>    <div class=\"ue_post_intro\">De la conformit\u00e9 \u00e0 la r\u00e9silience, InHand Networks est votre partenaire de confiance pour la pr\u00e9paration NIS 2.<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item8\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/what-is-wi-fi-7\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/what-is-wifi-7_website-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/what-is-wi-fi-7\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Qu&#039;est-ce que le Wi-Fi 7\u00a0?<\/div><\/a>    <div class=\"ue_post_intro\">D\u00e9couvrez comment le Wi-Fi 7 augmente la vitesse, r\u00e9duit la latence et prend en charge davantage d&#039;appareils, transformant ainsi les entreprises...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/what-is-wi-fi-7\/\">En savoir plus \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item9\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/traffic-shaping-for-network-management\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/traffic-shaping-768x563.png); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/fr\/support\/blogs\/traffic-shaping-for-network-management\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Gestion du trafic\u00a0: la main invisible de la gestion du r\u00e9seau<\/div><\/a>    <div class=\"ue_post_intro\">D\u00e9couvrez comment le lissage du trafic am\u00e9liore les performances du r\u00e9seau en priorisant les donn\u00e9es critiques. 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