{"id":739,"date":"2026-05-21T13:53:51","date_gmt":"2026-05-21T13:53:51","guid":{"rendered":"https:\/\/lisconsultgroup.com\/?p=739"},"modified":"2026-05-21T13:53:52","modified_gmt":"2026-05-21T13:53:52","slug":"bringing-an-ai-powered-diagnostic-tool-to-the-european-market","status":"publish","type":"post","link":"https:\/\/lisconsultgroup.com\/index.php\/2026\/05\/21\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\/","title":{"rendered":"Bringing an AI-powered diagnostic tool to the European market"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The situation<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A medtech startup had developed an AI-powered image analysis software designed to assist radiologists in detecting early-stage lung nodules. Clinically promising and technically robust, the product was ready for commercialisation \u2014 but the regulatory pathway to the European market was far from straightforward. The company approached LIS Consulting to define a compliant route to CE marking.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The challenge<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">AI-driven diagnostic tools sit at the intersection of two complex regulatory frameworks. First, the software had to be qualified and classified as a Software as a Medical Device (SaMD) under MDR 2017\/745. Given its intended purpose \u2014 directly influencing clinical decisions \u2014 it was classified as Class IIb, triggering mandatory notified body involvement. Second, because the output of the software informed diagnostic conclusions, questions arose about whether IVDR 2017\/746 applied in parallel. A thorough intended purpose analysis was required to draw the boundary clearly.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Beyond classification, the AI\/ML nature of the product introduced additional layers of complexity:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The clinical evaluation could not rely solely on equivalence \u2014 original clinical data was required to demonstrate diagnostic performance.<\/li>\n\n\n\n<li>The algorithm&#8217;s continuous learning capability raised questions about substantial modifications and when a new conformity assessment would be triggered.<\/li>\n\n\n\n<li>Explainability of the AI model had to be addressed both for regulatory purposes and for the intended clinical users.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Our approach<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">LIS Consulting led the regulatory strategy from the ground up. We produced a detailed SaMD qualification and classification rationale, aligned with the MDCG 2019-11 and MDCG 2021-24 guidance documents. We then built the clinical evaluation plan, identifying relevant clinical studies, defining the performance endpoints, and structuring the clinical evidence to satisfy the notified body&#8217;s requirements under Annex XIV of the MDR.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We also drafted the Article 55 substantial modification procedure so the manufacturer had a clear, pre-agreed process for handling future algorithm updates avoiding costly re-submissions down the line.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The outcome<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The product achieved CE marking under MDR 2017\/745 (Class IIb) within 18 months of engagement. The manufacturer now has a robust technical file, a fully documented clinical evaluation report, and a post-market clinical follow-up plan that satisfies ongoing MDR obligations.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Navigating AI device regulation in Europe? LIS Consulting can define your pathway. contact@lisconsultgroup.com<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The situation A medtech startup had developed an AI-powered image analysis software designed to assist radiologists in detecting early-stage lung nodules. Clinically promising and technically robust, the product was ready for commercialisation \u2014 but the regulatory pathway to the European market was far from straightforward. The company approached LIS Consulting to define a compliant route&hellip;<\/p>\n<p class=\"more-link\"><a href=\"https:\/\/lisconsultgroup.com\/index.php\/2026\/05\/21\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\/\" class=\"themebutton2\">Read More<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-739","post","type-post","status-publish","format-standard","hentry","category-lis-consulting"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Bringing an AI-powered diagnostic tool to the European market - LIS CONSULTING<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lisconsultgroup.com\/index.php\/2026\/05\/21\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bringing an AI-powered diagnostic tool to the European market - LIS CONSULTING\" \/>\n<meta property=\"og:description\" content=\"The situation A medtech startup had developed an AI-powered image analysis software designed to assist radiologists in detecting early-stage lung nodules. Clinically promising and technically robust, the product was ready for commercialisation \u2014 but the regulatory pathway to the European market was far from straightforward. The company approached LIS Consulting to define a compliant route&hellip;Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/lisconsultgroup.com\/index.php\/2026\/05\/21\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\/\" \/>\n<meta property=\"og:site_name\" content=\"LIS CONSULTING\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-21T13:53:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-21T13:53:52+00:00\" \/>\n<meta name=\"author\" content=\"LIS CONSULTING\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"LIS CONSULTING\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/index.php\\\/2026\\\/05\\\/21\\\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/index.php\\\/2026\\\/05\\\/21\\\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\\\/\"},\"author\":{\"name\":\"LIS CONSULTING\",\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/#\\\/schema\\\/person\\\/15f6feedc9acbeaacc487dd12ad091a2\"},\"headline\":\"Bringing an AI-powered diagnostic tool to the European market\",\"datePublished\":\"2026-05-21T13:53:51+00:00\",\"dateModified\":\"2026-05-21T13:53:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/index.php\\\/2026\\\/05\\\/21\\\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\\\/\"},\"wordCount\":365,\"publisher\":{\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/#organization\"},\"articleSection\":[\"Regulatory Affairs\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/index.php\\\/2026\\\/05\\\/21\\\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\\\/\",\"url\":\"https:\\\/\\\/lisconsultgroup.com\\\/index.php\\\/2026\\\/05\\\/21\\\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\\\/\",\"name\":\"Bringing an AI-powered diagnostic tool to the European market - LIS CONSULTING\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/#website\"},\"datePublished\":\"2026-05-21T13:53:51+00:00\",\"dateModified\":\"2026-05-21T13:53:52+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/index.php\\\/2026\\\/05\\\/21\\\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/lisconsultgroup.com\\\/index.php\\\/2026\\\/05\\\/21\\\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/index.php\\\/2026\\\/05\\\/21\\\/bringing-an-ai-powered-diagnostic-tool-to-the-european-market\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/lisconsultgroup.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Bringing an AI-powered diagnostic tool to the European market\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/lisconsultgroup.com\\\/#website\",\"url\":\"https:\\\/\\\/lisconsultgroup.com\\\/\",\"name\":\"LIS CONSULTING\",\"description\":\"Medical Device Regulatory Affairs in the Europe &amp; 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