{"id":4252,"date":"2025-11-26T09:27:10","date_gmt":"2025-11-26T08:27:10","guid":{"rendered":"https:\/\/ellistat.com\/?p=4252"},"modified":"2025-11-26T09:37:51","modified_gmt":"2025-11-26T08:37:51","slug":"process-control-lia-can-work-wonders-2","status":"publish","type":"post","link":"https:\/\/ellistat.com\/en\/pilotage-des-procedes-lia-peut-faire-des-merveilles-2\/","title":{"rendered":"Process control: AI can work wonders"},"content":{"rendered":"<p>Artificial intelligence (AI) has become a formidable tool for optimizing industrial processes. Today, industrial AI makes it possible to build a predictive model from data. <\/p>\n\n\n\n<p>In an industrial company, billions of data items are produced every day, making it the ideal place to develop models and predict production results.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A technological promise that appeals...<\/h2>\n\n\n\n<p>The image of an autonomous factory, orchestrated by flawless artificial intelligence, continues to fuel innovation discourse.&nbsp;<\/p>\n\n\n\n<p>But industrial reality can be different: a very high number of references, measurements that don't always reveal the real evolution of influential factors, mean that the implementation of AI to drive processes is not always conclusive.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What AI can (already) do<\/h2>\n\n\n\n<p>Implementing AI means concentrating first and foremost on those sectors that have already been mastered. Today, artificial intelligence excels in the control of well-defined processes. For example, it can optimize machine tool parameters or detect visual defects on parts.<\/p>\n\n\n\n<p>Contrary to popular belief, having sensors everywhere is not enough. The exhaustiveness of industrial measurement remains a mirage: certain crucial variables, such as the cleanliness of a part, are not captured. AI can only learn what it is shown. And without reliable data, AI can neither learn nor pilot effectively.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">...and what it still doesn't know how to do<\/h2>\n\n\n\n<p>Another major challenge is the variety of part numbers. In a workshop producing hundreds of part numbers, you need as many AI models as there are products. The challenge is to rapidly build a model from a very small volume of data. Today, few fields are able to meet this challenge, with the notable exception of machining, thanks to CAD and CAM data. In other fields, such as machine vision or predictive maintenance, progress is real but incomplete, as it still takes a hundred or so parts to build a model.<\/p>\n\n\n\n<p>Implementing AI in the industrial sector therefore means thinking about scaling up right from the design phase. Indeed, while the first results may prove fruitful on a few references, it may be difficult to duplicate these results on the whole production.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Time for discernment, not euphoria<\/h2>\n\n\n\n<p>AI has enormous potential. When successfully implemented, the results are impressive. The challenge is to integrate AI where it has a measurable and operational impact. Testing everything is a recipe for failure, as it will be impossible to scale up and get a real return on investment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A patient revolution<\/h2>\n\n\n\n<p>Industrial AI is a powerful tool that requires rigor, discernment and method. The attitude of companies must be clear: define a strategy. The industrial AI revolution is underway. It will not resemble a science-fiction film, nor a frantic race to equip. It will be a patient, precise and controlled transition.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\ud83d\uddde\ufe0f Article published in <a href=\"https:\/\/www.msm.ch\/pilotage-des-procedes-lia-peut-faire-des-merveilles-a-75e079ad1db41d50672632872ab96ed9\/?cmp=beleg-mail&amp;pt=691fffe34dd56\">MSM<\/a> - November 2025<\/p>\n\n\n\n<p>\ud83d\udd8b\ufe0f Editing by V\u00e9ronique Albet - <a href=\"https:\/\/comcordance.fr\/newsroom\/ellistat\/\">Comcordance<\/a><\/p>\n\n\n\n<p>\ud83d\udcf8 Photo <a href=\"https:\/\/studiolemesle.com\/portfolios\/photographe-industrie\/\">Studio LeMesle<\/a><\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>L&rsquo;intelligence artificielle (IA) s&rsquo;impose aujourd&rsquo;hui comme un outil redoutablement efficace pour optimiser les proc\u00e9d\u00e9s industriels. Aujourd&rsquo;hui, l&rsquo;IA industrielle permet de construire un mod\u00e8le pr\u00e9dictif \u00e0 partir de donn\u00e9es. Or, dans une entreprise industrielle, on produit des milliards de donn\u00e9es par jour, c&rsquo;est donc le lieu id\u00e9al pour d\u00e9velopper des mod\u00e8les et pr\u00e9dire le r\u00e9sultat de [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":4253,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-4252","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-apc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Pilotage des proc\u00e9d\u00e9s : l&#039;IA peut faire des merveilles - Ellistat<\/title>\n<meta name=\"description\" content=\"L&#039;IA industrielle permet de construire un mod\u00e8le pr\u00e9dictif \u00e0 partir de donn\u00e9es. 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