{"id":50615,"date":"2026-03-11T09:59:48","date_gmt":"2026-03-11T07:59:48","guid":{"rendered":"https:\/\/www.lisker.fi\/?p=50615"},"modified":"2026-05-21T09:09:09","modified_gmt":"2026-05-21T07:09:09","slug":"how-ai-and-machine-learning-were-integrated-into-the-profigrade-system","status":"publish","type":"post","link":"https:\/\/www.lisker.fi\/en\/how-ai-and-machine-learning-were-integrated-into-the-profigrade-system\/","title":{"rendered":"Artificial intelligence and machine learning as part of the ProfiGrade-system"},"content":{"rendered":"\n<p><a href=\"https:\/\/www.lisker.fi\/en\/profigrade-ai-the-next-level-of-grading\/\" id=\"50381\">The ProfiGrade\u2122 AI upgrade<\/a> introduced AI-assisted lumber defect detection as part of the familiar ProfiGrade grading system. The upgrade is part of Lisker&#8217;s ongoing development work, integrating machine vision and machine learning into sawline measurement and optimization. <\/p>\n\n<p>In this four-part video series, Lisker&#8217;s CTO Panu Toukola and Doctor of Technology, AI pioneer Topi M\u00e4enp\u00e4\u00e4, explain how artificial intelligence and machine learning are utilized in Lisker&#8217;s solutions\u2014as well as the opportunities and challenges that AI brings in an industrial environment.<br \/><\/p>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Panu ja Topi Osa 1\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/wUJXiEpkxP0?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n<div><\/div>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Panu ja Topi Osa 2\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/Nzd-ZBSovlo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<div>\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Panu ja Topi Osa 3\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/fbRMsGBjopg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<div>\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n<\/div>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Panu ja Topi Osa 4\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/b0U5Y1-E834?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this video series, Lisker&#8217;s CTO Panu Toukola and Doctor of Technology, AI pioneer Topi M\u00e4enp\u00e4\u00e4, explain how artificial intelligence and machine learning are utilized at Lisker, as well as the opportunities and challenges that AI brings.<\/p>\n","protected":false},"author":2,"featured_media":50640,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-50615","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogit"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - 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