{"id":27325,"date":"2025-08-21T08:52:34","date_gmt":"2025-08-21T08:52:34","guid":{"rendered":"https:\/\/www.novotek.com\/ch\/insight\/industrial-ai-3-use-cases\/"},"modified":"2026-01-08T12:06:37","modified_gmt":"2026-01-08T12:06:37","slug":"industrial-ai-3-use-cases","status":"publish","type":"insights","link":"https:\/\/www.novotek.com\/ch\/fr\/insight\/industrial-ai-3-use-cases\/","title":{"rendered":"Industrial AI: 3 Use Cases"},"content":{"rendered":"<div class=\"container-md paragraph  \">\n<p>Si vous vous demandez comment l\u2019IA peut r\u00e9ellement cr\u00e9er de la valeur dans votre environnement industriel, vous n\u2019\u00eates pas seul. Dans cet article, nous vous guidons pas \u00e0 pas \u00e0 travers trois cas d\u2019utilisation concrets de l\u2019IA industrielle et expliquons ce dont vous avez besoin pour vous lancer ! <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Parlons des th\u00e8mes suivants :<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><a href=\"#predictive\">Predictive Maintenance<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#energie\">Optimisation \u00e9nerg\u00e9tique<\/a><\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><a href=\"#mcp\">Analyse de donn\u00e9es industrielles au moyen d\u2019un chatbot IA<\/a><\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md separator  \">\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" id=\"predictive\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  alignfull\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-1df8169ac83e65a2649cfdbc1c1b15d9\"><strong>USE CASE 1<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Predictive Maintenance<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>La maintenance pr\u00e9dictive vous aide \u00e0 \u00e9viter des pannes impr\u00e9vues d\u2019\u00e9quipements en identifiant les probl\u00e8mes avant qu\u2019ils ne provoquent des arr\u00eats de production. En analysant des s\u00e9ries temporelles recueillies par des capteurs \u2013 g\u00e9n\u00e9ralement stock\u00e9es dans un historien tel que <strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/smart-factory-mes\/proficy-historian\/\">Proficy Historian <\/a><\/strong>\u2013, les mod\u00e8les de machine learning peuvent d\u00e9tecter des signaux d\u2019alerte pr\u00e9coces, comme des tendances inhabituelles ou des \u00e9carts par rapport aux conditions de fonctionnement normales. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Apr\u00e8s l\u2019entra\u00eenement, ces mod\u00e8les peuvent \u2013 selon l\u2019architecture du syst\u00e8me \u2013 \u00eatre ex\u00e9cut\u00e9s soit en p\u00e9riph\u00e9rie (Edge), soit dans un syst\u00e8me centralis\u00e9. Les r\u00e9sultats peuvent \u00eatre int\u00e9gr\u00e9s dans des plateformes SCADA comme <strong>Proficy <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-cimplicity\/\">CIMPLICITY <\/a>\/ <\/strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-ifix\/\"><strong>iFIX<\/strong> <\/a>afin de d\u00e9clencher des alarmes, fournir des \u00e9valuations de l\u2019\u00e9tat de sant\u00e9 des \u00e9quipements ou encore soutenir la planification de la maintenance en temps r\u00e9el.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-medium-font-size\"><strong>Pour d\u00e9marrer, il vous faut :<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#6f7b822e\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li>Des <strong>s\u00e9ries temporelles <\/strong>issues de capteurs install\u00e9s sur des \u00e9quipements critiques<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Un syst\u00e8me historien<\/strong> pour la collecte et l\u2019organisation des donn\u00e9es (p. ex. <strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/smart-factory-mes\/proficy-historian\/\">Proficy Historian<\/a><\/strong>) <\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Un outil de machine learning ou d\u2019analyse<\/strong> pour cr\u00e9er et d\u00e9ployer des mod\u00e8les (p. ex. <strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/industry-analytics\/proficy-csense\/\">Proficy CSense<\/a><\/strong>) <\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>L\u2019int\u00e9gration \u00e0 un syst\u00e8me SCADA ou HMI <\/strong>pour visualiser les r\u00e9sultats et g\u00e9n\u00e9rer des alertes (p. ex. <strong>Proficy <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-cimplicity\/\">CIMPLICITY <\/a>\/ <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-ifix\/\">iFIX<\/a><\/strong>)<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:150px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Architecture-Predictive-Maintenance.png\" alt=\"\" class=\"wp-image-25771\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:150px\" aria-hidden=\"true\" id=\"energie\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  alignfull\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Energy-Optimization.png\" alt=\"\" class=\"wp-image-25773\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:150px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-f5a122fd42e4eb7e76a15445ad4e26ed\"><strong>USE CASE 2<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Optimisation \u00e9nerg\u00e9tique<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>L\u2019optimisation \u00e9nerg\u00e9tique utilise l\u2019IA pour r\u00e9duire la consommation d\u2019\u00e9nergie sans compromettre l\u2019efficacit\u00e9 de l\u2019installation. Pour ce faire, des donn\u00e9es de capteurs en temps r\u00e9el sont collect\u00e9es dans l\u2019usine et utilis\u00e9es afin d\u2019entra\u00eener un mod\u00e8le capable de comprendre le comportement du processus. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Le mod\u00e8le d\u2019IA pr\u00e9dit les meilleures actions de contr\u00f4le (p. ex. l\u2019ajustement de consignes) en fonction des conditions de fonctionnement actuelles et des contraintes du syst\u00e8me. Ces recommandations sont transmises au syst\u00e8me SCADA, qui communique ensuite avec le mat\u00e9riel de commande pour mettre en \u0153uvre les ajustements. Le processus s\u2019ex\u00e9cute en continu dans une boucle de r\u00e9gulation ferm\u00e9e, similaire au contr\u00f4le pr\u00e9dictif bas\u00e9 sur mod\u00e8le, avec pour objectif constant d\u2019atteindre le point de fonctionnement le plus efficace.  <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Apr\u00e8s l\u2019entra\u00eenement, ces mod\u00e8les peuvent \u2013 selon l\u2019architecture du syst\u00e8me \u2013 \u00eatre ex\u00e9cut\u00e9s soit en p\u00e9riph\u00e9rie (Edge), soit de mani\u00e8re centralis\u00e9e. Les r\u00e9sultats peuvent \u00eatre int\u00e9gr\u00e9s dans des plateformes SCADA comme<strong> Proficy <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-cimplicity\/\">CIMPLICITY <\/a>\/ <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-ifix\/\">iFIX <\/a><\/strong>afin de d\u00e9clencher des alarmes, effectuer des \u00e9valuations de l\u2019\u00e9tat des \u00e9quipements ou encore soutenir la planification de la maintenance en temps r\u00e9el.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-medium-font-size\"><strong>Pour d\u00e9marrer, il vous faut :<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#6f7b822e\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li><strong>Donn\u00e9es en temps r\u00e9el<\/strong> provenant des compteurs d\u2019\u00e9nergie et des capteurs de processus<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Un historien<\/strong> pour le stockage et l\u2019organisation des donn\u00e9es (p. ex. <strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/smart-factory-mes\/proficy-historian\/\">Proficy Historian<\/a><\/strong>) <\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Un mod\u00e8le d\u2019IA ou d\u2019optimisation<\/strong> pour recommander des consignes (p. ex. <strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/industry-analytics\/proficy-csense\/\">Proficy CSense<\/a><\/strong>) <\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Un syst\u00e8me SCADA <\/strong>pour appliquer les consignes et surveiller la performance (p. ex. <strong>Proficy <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-cimplicity\/\">CIMPLICITY <\/a>\/ <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-ifix\/\">iFIX<\/a><\/strong>)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>(Optionnel) D\u00e9ploiement sur site (On-Premise) ou en p\u00e9riph\u00e9rie (Edge) pour des r\u00e9actions en temps r\u00e9el plus rapides<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:150px\" aria-hidden=\"true\" id=\"mcp\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  alignfull\">\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md heading  \">\n<h4 class=\"wp-block-heading has-novotek-dark-red-color has-text-color has-link-color wp-elements-2cdaf767b71acabe4601654bf76cd83a\"><strong>USE CASE 3<\/strong><\/h4>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Analyse de donn\u00e9es industrielles \u00e0 l&#8217;aide d&#8217;un chatbot IA<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Gr\u00e2ce au nouveau protocole standardis\u00e9 d\u2019\u00e9change de donn\u00e9es avec les <strong>syst\u00e8mes d\u2019IA (Model Context Protocol, MCP)<\/strong>, les donn\u00e9es d\u2019installation peuvent \u00eatre facilement mises \u00e0 disposition d\u2019un chatbot ou d\u2019un agent IA (le serveur MCP est par ex. int\u00e9gr\u00e9 dans <strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/model-industrial-data-modelling\/highbyte-intelligence-hub\/\">HighByte Intelligence Hub<\/a><\/strong>).<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>L\u2019agent peut acc\u00e9der aux donn\u00e9es de production en direct, aux donn\u00e9es historiques et aux fonctions de l\u2019installation, ce qui lui permet d\u2019\u00e9valuer l\u2019\u00e9tat actuel, de g\u00e9n\u00e9rer des informations et de recommander des actions de contr\u00f4le. L\u2019agent fournit ensuite ces informations aux op\u00e9rateurs ou les transmet au syst\u00e8me SCADA pour mise en \u0153uvre.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Le d\u00e9roulement est le suivant : le chatbot\/agent IA r\u00e9cup\u00e8re les donn\u00e9es, renvoie des informations exploitables et cr\u00e9e ainsi un nouveau niveau de <strong>collaboration entre l\u2019humain et la machine<\/strong>.<\/p>\n<\/div>\n\n<div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\"><div class=\"container-md button  \">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-novotek-red-background-color has-background wp-element-button\" href=\"https:\/\/www.youtube.com\/watch?v=5_WE6cZeDG8\" target=\"_blank\" rel=\"noreferrer noopener\">Vous souhaitez en savoir plus ? D\u00e9couvrez une d\u00e9mo de HighByte. <\/a><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-medium-font-size\"><strong>Pour d\u00e9marrer, il vous faut :<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul style=\"background-color:#6f7b822e\" class=\"wp-block-list has-background\"><div class=\"container-md list-item  \">\n<li><strong>Donn\u00e9es d\u2019installation :<\/strong> donn\u00e9es issues de capteurs, d\u2019automates (PLC) et de syst\u00e8mes de contr\u00f4le<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Syst\u00e8me historien :<\/strong> p. ex. <strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/smart-factory-mes\/proficy-historian\/\">Proficy Historian<\/a><\/strong> pour le stockage de s\u00e9ries temporelles<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Serveur MCP :<\/strong> p. ex. <strong><a href=\"https:\/\/www.novotek.com\/ch\/fr\/solutions-et-produits-2\/model-industrial-data-modelling\/highbyte-intelligence-hub\/\">HighByte Intelligence Hub<\/a><\/strong> pour la mod\u00e9lisation et la contextualisation des donn\u00e9es<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Agent LLM\/IA :<\/strong> p. ex. LangChain, mod\u00e8le GPT local ou agent Azure OpenAI<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Syst\u00e8me SCADA :<\/strong> p. ex. <strong>Proficy <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-cimplicity\/\">CIMPLICITY <\/a>\/ <a href=\"https:\/\/www.novotek.com\/ch\/fr\/hmi-scada\/proficy-ifix\/\">iFIX <\/a><\/strong>pour la visualisation ou la mise en \u0153uvre des recommandations<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Interface utilisateur optionnelle :<\/strong> console op\u00e9rateur avec interface de chat<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:150px\"><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:1500px\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/MCP.png\" alt=\"\" class=\"wp-image-25775\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:500px\"><div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/at\/wp-content\/uploads\/sites\/13\/Cameron-profilepicture-circle-border.png\" alt=\"\" class=\"wp-image-25777\" style=\"width:100px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>Written by:<\/strong> Cameron Bolt &#8211; <em>Product Specialist Process Optimization<\/em>, Novotek Benelux &#8211; 21 ao\u00fbt 2025<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Si vous vous demandez comment l\u2019IA peut r\u00e9ellement cr\u00e9er de la valeur dans votre environnement industriel, vous n\u2019\u00eates pas seul. Dans cet article, nous vous guidons pas \u00e0 pas \u00e0 travers trois cas d\u2019utilisation concrets de l\u2019IA industrielle et expliquons ce dont vous avez besoin pour vous lancer ! <\/p>\n","protected":false},"featured_media":0,"template":"","insight_category":[64],"class_list":["post-27325","insights","type-insights","status-publish","hentry","insight_category-industrial-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Industrial AI: 3 Use Cases - Novotek Switzerland AG<\/title>\n<meta name=\"description\" content=\"Dans cet article consacr\u00e9 \u00e0 l\u2019IA industrielle, nous vous guidons pas \u00e0 pas \u00e0 travers trois cas d\u2019utilisation concrets !\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/industrial-ai-3-use-cases\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Industrial AI: 3 Use Cases - 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