{"id":29376,"date":"2025-12-18T10:03:26","date_gmt":"2025-12-18T10:03:26","guid":{"rendered":"https:\/\/www.novotek.com\/ch\/savoir-et-insights\/ia-pour-operateurs-et-ingenieurs\/"},"modified":"2025-12-18T10:23:57","modified_gmt":"2025-12-18T10:23:57","slug":"ia-pour-operateurs-et-ingenieurs","status":"publish","type":"page","link":"https:\/\/www.novotek.com\/ch\/fr\/savoir-et-insights\/ia-pour-operateurs-et-ingenieurs\/","title":{"rendered":"IA pour op\u00e9rateurs et ing\u00e9nieurs"},"content":{"rendered":"<div class=\"container media-text  \">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 45%\"><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h1 class=\"wp-block-heading\">IA pour op\u00e9rateurs et ing\u00e9nieurs<\/h1>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>Que vous soyez op\u00e9rateur ou ing\u00e9nieur : vous n\u2019avez pas besoin de mots \u00e0 la mode, mais de solutions qui simplifient votre travail plut\u00f4t que de le compliquer.<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>L\u2019intelligence artificielle dans la fabrication r\u00e9duit la charge de travail, renforce le contr\u00f4le et fournit les bonnes informations pour prendre des d\u00e9cisions cibl\u00e9es et plus rapides directement sur la ligne.<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns 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\"><div class=\"container-md paragraph  \">\n<p class=\"has-background has-small-font-size\" style=\"background-color:#f2f2f2\"><strong><a href=\"#Guide\">Vos donn\u00e9es industrielles sont-elles pr\u00eates pour l&#8217;IA ?<\/a><\/strong><\/p>\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\"><div class=\"container-md paragraph  \">\n<p class=\"has-background has-small-font-size\" style=\"background-color:#f2f2f2\"><strong><a href=\"#AI-vs-ML\">IA vs ML dans la production industrielle<\/a><\/strong><\/p>\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\"><div class=\"container-md paragraph  \">\n<p class=\"has-background has-small-font-size\" style=\"background-color:#f2f2f2\"><strong><a href=\"#usecase\">Cas d&#8217;utilisation pratiques<\/a><\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"995\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/stickersOperator-AI-complexity-downscaled.png\" alt=\"\" class=\"wp-image-29330 size-full\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/stickersOperator-AI-complexity-downscaled.png 1000w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/stickersOperator-AI-complexity-downscaled-300x300.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/stickersOperator-AI-complexity-downscaled-150x150.png 150w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/stickersOperator-AI-complexity-downscaled-768x764.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/stickersOperator-AI-complexity-downscaled-86x86.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/stickersOperator-AI-complexity-downscaled-306x304.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/stickersOperator-AI-complexity-downscaled-636x633.png 636w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure><\/div>\n<\/div><div class=\"container-md cover  alignfull\">\n<div class=\"wp-block-cover alignfull has-black-color has-text-color\" style=\"margin-top:0;padding-top:48px;padding-right:48px;padding-bottom:48px;padding-left:48px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-novotek-dark-blue-background-color has-background-dim-100 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-4b07d187 wp-block-group-is-layout-constrained\"><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading has-text-align-left has-novotek-white-color has-text-color has-link-color wp-elements-9626542f87e949afb3dc6f2dd3ea2910\" style=\"font-size:33px\">Une IA qui comprend vraiment votre quotidien<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-novotek-white-color has-text-color has-link-color wp-elements-b836a06d23f75f0f13ba6a38a9561a9f\"><strong>Nous connaissons la r\u00e9alit\u00e9 :<\/strong> dans la salle de contr\u00f4le SCADA, une multitude d\u2019alarmes s\u2019illuminent. Vous devez g\u00e9rer des installations complexes qui exigent une attention constante. Lorsque quelque chose ne va pas, vous devez rapidement identifier la cause et r\u00e9soudre le probl\u00e8me, souvent avec des outils qui r\u00e9agissent seulement, au lieu d\u2019agir de mani\u00e8re proactive.   <\/p>\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\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-xs is-resized\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/co-uk\/wp-content\/uploads\/sites\/7\/stickersArrow-down-86x86.png\" alt=\"\" class=\"wp-image-7384\" style=\"width:20px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-novotek-white-color has-text-color has-link-color has-medium-font-size wp-elements-58f1e37873afdbbe537c9383e165bb36\">Soutien IA pour les op\u00e9rateurs<\/h3>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li class=\"has-novotek-white-color has-text-color has-link-color wp-elements-cb1d75228970e5b030dfb96f3f99e261\">Les fausses alertes sont minimis\u00e9es et vous ne voyez que les alarmes qui comptent vraiment.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li class=\"has-novotek-white-color has-text-color has-link-color wp-elements-0b7e6496bc58a0b9ffbf835945cc67d1\">Des motifs sont reconnus parmi des milliers de signaux.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li class=\"has-novotek-white-color has-text-color has-link-color wp-elements-ec6e4b183f53c2ab7a653ceed81bc2d9\">Vous identifiez les causes probables de probl\u00e8mes avant qu\u2019ils n\u2019impactent la production ou la qualit\u00e9.<\/li>\n<\/div><\/ul>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/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\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-xs is-resized\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/co-uk\/wp-content\/uploads\/sites\/7\/stickersArrow-down-86x86.png\" alt=\"\" class=\"wp-image-7384\" style=\"width:20px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-novotek-white-color has-text-color has-link-color has-medium-font-size wp-elements-998f2bade1c54b56bb1bf0eb0157514e\">Principaux avantages pour les op\u00e9rateurs<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-novotek-white-color has-text-color has-link-color wp-elements-527ca0118f57bca177bd5ab42cbe3404\">Les op\u00e9rateurs avec qui nous parlons disent souvent que les innovations les plus pr\u00e9cieuses sont celles qui r\u00e9duisent leur charge de travail, par exemple lorsqu\u2019un syst\u00e8me prend en charge la surveillance, l\u2019analyse ou la pr\u00e9vision. Le but n\u2019est pas de vous submerger avec encore plus de tableaux de bord, mais de vous offrir des informations plus claires \u00e0 partir des syst\u00e8mes que vous utilisez d\u00e9j\u00e0.  <\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/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\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md group  \">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-xs is-resized\"><img decoding=\"async\" src=\"https:\/\/www.novotek.com\/co-uk\/wp-content\/uploads\/sites\/7\/stickersArrow-down-86x86.png\" alt=\"\" class=\"wp-image-7384\" style=\"width:20px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-novotek-white-color has-text-color has-link-color has-medium-font-size wp-elements-6ebb76387466f4e12a9bbdc09755552c\">L\u2019IA en pratique \u2013 Votre point de d\u00e9part<\/h3>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-novotek-white-color has-text-color has-link-color wp-elements-c1e3b49b5ab88bc260e460b75cfaa492\">L\u2019IA est la plus efficace lorsqu\u2019elle se base sur vos retours d\u2019exp\u00e9rience. Lorsque l\u2019introduction commence par un v\u00e9ritable dialogue sur vos processus et d\u00e9fis, on cr\u00e9e une solution qui s\u2019adapte \u00e0 votre quotidien \u2013 et non l\u2019inverse. <\/p>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div><\/div>\n<\/div><div class=\"container-md spacer  \">\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><div class=\"container media-text  \">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\"><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Moins de bruit. Plus de clart\u00e9. <\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Chaque \u00e9quipe et chaque quart de travail signifie des alarmes, des milliers de points de donn\u00e9es et une pression constante pour agir. Quand chaque fluctuation g\u00e9n\u00e8re une alarme, il devient difficile d\u2019i<strong>dentifier l\u2019essentiel<\/strong>. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>Les outils IA sp\u00e9cialement con\u00e7us pour le shopfloor <\/strong>aident \u00e0 garder une vue d\u2019ensemble, \u00e0 <strong>prioriser les alarmes<\/strong> qui importent vraiment et \u00e0 d\u00e9tecter les probl\u00e8mes avant qu\u2019ils ne causent des interruptions. Cela signifie moins d\u2019\u00ab interventions en mode pompier \u00bb et plus de contr\u00f4le sur vos processus. Que ce soit dans la salle SCADA ou directement sur la ligne, <strong>l\u2019IA travaille en arri\u00e8re-plan de mani\u00e8re discr\u00e8te et efficace<\/strong>.  <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>&#8220;<a href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/pourquoi-lia-pourquoi-maintenant\/\">Pourquoi l&#8217;IA ? Pourquoi maintenant ? <\/a>&#8221; comment l&#8217;IA peut vous aider dans votre travail quotidien \u2013 une introduction pratique aux possibilit\u00e9s et aux limites de l&#8217;IA pour les \u00e9quipes de production comme la v\u00f4tre.<\/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-white-color has-novotek-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/pourquoi-lia-pourquoi-maintenant\/\">Insight: Pourquoi l&#8217;IA ? Pourquoi maintenant ?<\/a><\/div>\n<\/div>\n\n<div class=\"container-md button  \">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-novotek-white-color has-novotek-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/pourquoi-lia-pourquoi-maintenant-2\/\">Partie 2 : Pourquoi l&#8217;IA ? Pourquoi maintenant ? #2<\/a><\/div>\n<\/div><\/div>\n<\/div><\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/FeaturedImage-1024x576-1.png\" alt=\"\" class=\"wp-image-29289 size-full\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/FeaturedImage-1024x576-1.png 1024w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/FeaturedImage-1024x576-1-300x169.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/FeaturedImage-1024x576-1-768x432.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/FeaturedImage-1024x576-1-86x48.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/FeaturedImage-1024x576-1-306x172.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/FeaturedImage-1024x576-1-636x358.png 636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n<\/div><div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" id=\"Guide\" class=\"wp-block-spacer\"><\/div>\n<\/div><div class=\"container media-text  \">\n<div class=\"wp-block-media-text is-stacked-on-mobile\" style=\"grid-template-columns:45% auto\" id=\"guide\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Guide-overlay.png\" alt=\"\" class=\"wp-image-29293 size-full\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Guide-overlay.png 1024w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Guide-overlay-300x169.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Guide-overlay-768x432.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Guide-overlay-86x48.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Guide-overlay-306x172.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Guide-overlay-636x358.png 636w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Faire travailler vos donn\u00e9es pour vous<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Vous \u00eates entour\u00e9 de donn\u00e9es \u2013 issues de capteurs, de machines, de lignes de production et de syst\u00e8mes de commande. Mais tant que ces donn\u00e9es ne sont pas structur\u00e9es et mises en r\u00e9seau, l\u2019IA ne peut pas en faire grand-chose. <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>La bonne nouvelle: vous n\u2019avez pas besoin d\u2019\u00eatre expert<\/strong> en data science pour utiliser vos donn\u00e9es de mani\u00e8re pertinente. En d\u00e9cloisonnant les silos et en cr\u00e9ant une couche de donn\u00e9es commune, les outils d\u2019IA aident \u00e0 r\u00e9pondre aux questions vraiment d\u00e9cisives. Par exemple:<strong> pourquoi le rendement a baiss\u00e9 hier,<\/strong> ou pourquoi la ligne 3 tombe en panne \u00e0 r\u00e9p\u00e9tition. <strong>Il ne s\u2019agit pas de cr\u00e9er quelque chose de nouveau<\/strong>, mais de r\u00e9v\u00e9ler la valeur de ce qui existe d\u00e9j\u00e0.  <\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>D\u00e9couvrez comment pr\u00e9parer correctement vos donn\u00e9es dans \u00ab<a href=\"https:\/\/www.novotek.com\/ch\/insight\/leitfaden-industriedaten-bereit-fuer-ki\/\">Vos donn\u00e9es industrielles sont-elles pr\u00eates pour l\u2019IA?<\/a>\u00bb \u2013 un guide simple pour ing\u00e9nieurs et op\u00e9rateurs.<\/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-white-color has-novotek-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/insight\/leitfaden-industriedaten-bereit-fuer-ki\/\">Guide : Vos donn\u00e9es industrielles sont-elles pr\u00eates pour l&#8217;IA ?<\/a><\/div>\n<\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><div class=\"container-md spacer  \">\n<div style=\"height:2px\" aria-hidden=\"true\" id=\"ai-ml\" class=\"wp-block-spacer\"><\/div>\n<\/div><div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" id=\"AI-vs-ML\" class=\"wp-block-spacer\"><\/div>\n<\/div><div class=\"container media-text  \">\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile\" style=\"grid-template-columns:auto 45%\"><div class=\"wp-block-media-text__content\"><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">IA vs. ML: diff\u00e9rences en production<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Des termes comme intelligence artificielle, apprentissage automatique ou predictive analytics, tout le monde les conna\u00eet\u2026 mais qu\u2019est-ce que cela signifie concr\u00e8tement pour votre quotidien?<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Pour les op\u00e9rateurs, la diff\u00e9rence entre les technologies compte moins que leur utilit\u00e9. <strong>L\u2019IA prend en charge les t\u00e2ches routini\u00e8res, l\u2019apprentissage automatique met au jour <strong>des sch\u00e9mas cach\u00e9s<\/strong><\/strong>. Ensemble, ils transforment le flot de donn\u00e9es de votre installation en informations claires et vous indiquent <strong>quoi, quand et pourquoi quelque chose d\u00e9raille<\/strong>.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Quand on comprend la diff\u00e9rence, on peut poser des questions plus cibl\u00e9es et tirer tout le potentiel des syst\u00e8mes d\u00e9j\u00e0 en place.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Apprenez les bases dans \u00ab<a href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/ia-ml-comprendre-la-difference-en-profondeur\/\">IA &amp; ML: comprendre la diff\u00e9rence<\/a>\u00bb et d\u00e9couvrez comment chaque technologie est utilis\u00e9e concr\u00e8tement dans l\u2019industrie.<\/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-white-color has-novotek-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/ia-ml-comprendre-la-difference-en-profondeur\/\">Insight: KI vs. ML<\/a><\/div>\n<\/div><\/div>\n<\/div><\/div><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/\/Glow-AI_DE-1024x576.jpg\" alt=\"\" class=\"wp-image-26754 size-full\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE-1024x576.jpg 1024w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE-300x169.jpg 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE-768x432.jpg 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE-1536x864.jpg 1536w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE-86x48.jpg 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE-306x172.jpg 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE-636x358.jpg 636w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE-1632x918.jpg 1632w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Glow-AI_DE.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n<\/div><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" id=\"usecase\" class=\"wp-block-spacer\"><\/div>\n<\/div><div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading has-text-align-center\">Des r\u00e9sultats concrets issus de la pratique<\/h2>\n<\/div><div class=\"container-md paragraph  alignleft\">\n<p class=\"has-text-align-left\">L\u2019IA est d\u00e9j\u00e0 une r\u00e9alit\u00e9 et aide les op\u00e9rateurs, dans de nombreuses branches, \u00e0 travailler de mani\u00e8re plus efficace et plus cibl\u00e9e.<strong> <\/strong>Qu\u2019il s\u2019agisse de pr\u00e9voir des d\u00e9faillances de pompes ou d\u2019identifier des probl\u00e8mes de qualit\u00e9 sans des heures de tests par essais-erreurs: l\u2019IA change en profondeur la mani\u00e8re de r\u00e9soudre les probl\u00e8mes.<\/p>\n<\/div><div class=\"container-md paragraph  alignleft\">\n<p class=\"has-text-align-left\">Imaginez un outil qui d\u00e9tecte automatiquement quels facteurs d\u00e9gradent le rendement, ou qui vous alerte d\u00e8s que des machines pr\u00e9sentent un risque de panne. Ces applications existent d\u00e9j\u00e0 sur le terrain \u2013 elles soulagent les \u00e9quipes au quotidien et apportent plus de visibilit\u00e9 et de s\u00e9curit\u00e9. <\/p>\n<\/div><div class=\"container-md spacer  \">\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><div class=\"container-md columns  \">\n<div class=\"wp-block-columns 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\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-text-align-center has-medium-font-size\">Predictive Maintenance<\/h3>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Predictive-Maintenance4-1.png\" alt=\"\" class=\"wp-image-29301\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Predictive-Maintenance4-1.png 800w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Predictive-Maintenance4-1-300x225.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Predictive-Maintenance4-1-768x576.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Predictive-Maintenance4-1-86x65.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Predictive-Maintenance4-1-306x230.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Predictive-Maintenance4-1-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d 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-white-color has-novotek-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/industrial-ai-3-use-cases\/#predictive\">1. Use Case<\/a><\/div>\n<\/div><\/div>\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\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-text-align-center has-medium-font-size\">Optimisation \u00e9nerg\u00e9tique<\/h3>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Energy-Optimization.png\" alt=\"\" class=\"wp-image-29305\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Energy-Optimization.png 800w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Energy-Optimization-300x225.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Energy-Optimization-768x576.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Energy-Optimization-86x65.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Energy-Optimization-306x230.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/Energy-Optimization-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d 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-white-color has-novotek-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/industrial-ai-3-use-cases\/#energie\">2. Use Case<\/a><\/div>\n<\/div><\/div>\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\"><div class=\"container-md heading  \">\n<h3 class=\"wp-block-heading has-text-align-center has-medium-font-size\">Analyse \u00e0 l&#8217;aide d&#8217;un chatbot IA<\/h3>\n<\/div>\n\n<div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/MCP.png\" alt=\"\" class=\"wp-image-29309\" srcset=\"https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/MCP.png 800w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/MCP-300x225.png 300w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/MCP-768x576.png 768w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/MCP-86x65.png 86w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/MCP-306x230.png 306w, https:\/\/www.novotek.com\/ch\/wp-content\/uploads\/sites\/3\/MCP-636x477.png 636w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md buttons  \">\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d 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-white-color has-novotek-red-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/www.novotek.com\/ch\/fr\/insight\/industrial-ai-3-use-cases\/#mcp\">3. Use Case<\/a><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div><div class=\"container-md spacer  \">\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><div class=\"container-md paragraph  \">\n<p><\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>IA pour op\u00e9rateurs et ing\u00e9nieurs. Vous n\u2019avez pas besoin de mots \u00e0 la mode, mais de solutions qui simplifient votre travail. <\/p>\n","protected":false},"author":35,"featured_media":0,"parent":15402,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","content-type":"","footnotes":""},"class_list":["post-29376","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>IA pour op\u00e9rateurs et ing\u00e9nieurs - Novotek CH<\/title>\n<meta name=\"description\" content=\"IA pour op\u00e9rateurs et ing\u00e9nieurs. Vous n\u2019avez pas besoin de mots \u00e0 la mode, mais de solutions qui simplifient votre travail.\" \/>\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\/savoir-et-insights\/ia-pour-operateurs-et-ingenieurs\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IA pour op\u00e9rateurs et ing\u00e9nieurs - Novotek CH\" \/>\n<meta property=\"og:description\" content=\"IA pour op\u00e9rateurs et ing\u00e9nieurs. 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