{"id":9838,"date":"2025-08-25T06:31:25","date_gmt":"2025-08-25T06:31:25","guid":{"rendered":"https:\/\/www.jstconsultancy.cz\/?p=9838"},"modified":"2026-07-31T22:27:19","modified_gmt":"2026-07-31T22:27:19","slug":"carebot-versus-metallography","status":"publish","type":"post","link":"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/en\/carebot-versus-metallography\/","title":{"rendered":"Carebot versus metallography"},"content":{"rendered":"<p>Carebot is the first Czech AI-assisted image evaluation system. It can evaluate images from <strong>X-ray, CT, MMG, MRI<\/strong>.<\/p>\n<p>Since you probably understand it like I do, the abbreviations mean:<\/p>\n<ul>\n<li><strong>AI<\/strong> \u2013 Artificial Intelligence<\/li>\n<li><strong>RTG<\/strong> &#8211; Radioisotope Thermoelectric Generator, otherwise the usual X-ray<\/li>\n<li><strong>CT<\/strong> &#8211; Computed Tomography<\/li>\n<li><strong>MMG<\/strong> &#8211; Mammography &#8211; breast examination<\/li>\n<li><strong>MMI<\/strong> \u2013 Magnetic Resonance Imaging<\/li>\n<\/ul>\n<p>But it is also the first SW with AI, with an <strong>MDR<\/strong> (Medical Devices Regulation) certificate. This system allows you to increase the probability of correct diagnosis in many fields of medicine. How did I get to this? My wife&#8217;s daughter returned from New Zealand and immediately received a job offer at this company. So I have the story firsthand.<\/p>\n<p>How is this related to metallurgy? In May, Metalco Material Testing presented the first AI-assisted hardness evaluation system. The principle is similar. A huge data set from various measurement images and selection of the optimal result using AI.<\/p>\n<p>Recently I needed a metallographic evaluation of the structure and it didn&#8217;t turn out well. \u201eOh, we can&#8217;t do that. We don&#8217;t understand it, you have to wait until Mr. X comes back\u2026\u201c<\/p>\n<p>And so I put the above together. I don&#8217;t know who will take it on, but it would be a big step forward. Evaluation of metallographic images using AI. Not only would the quality of the evaluation improve, but above all it would replace the lack of people with the necessary expertise. People like Va\u0161ek Kub\u00ed\u010dek from TU Liberec or Petr Brej\u0161a from Bodycote are disappearing and there are no replacements.<\/p>\n<p>So I&#8217;m curious about that.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image001.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-9824\" src=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image001-300x65.png\" alt=\"\" width=\"300\" height=\"65\" srcset=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image001-300x65.png 300w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image001-1024x222.png 1024w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image001.png 1866w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image002.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-9826\" src=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image002-300x194.png\" alt=\"\" width=\"339\" height=\"219\" srcset=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image002-300x194.png 300w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image002-1024x663.png 1024w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image002.png 1311w\" sizes=\"auto, (max-width: 339px) 100vw, 339px\" \/><\/a><a href=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image003.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-9828\" src=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image003-300x219.png\" alt=\"\" width=\"300\" height=\"219\" srcset=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image003-300x219.png 300w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image003-1024x747.png 1024w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/image003.png 1315w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>Ned\u00e1vno jsem pot\u0159eboval metalografick\u00e9 hodnocen\u00ed struktury a nedopadnul jsem dob\u0159e. &#8220;J\u00e9, to my neum\u00edme. Tomu nerozum\u00edme, mus\u00edte po\u010dkat a\u017e se vr\u00e1t\u00ed pan X&#8230;&#8230;&#8221;<\/p>\n<p>A tak jsem si v\u00fd\u0161e uveden\u00e9 spojil dohromady. Kdo se toho ujme nev\u00edm, ale byl by to velk\u00fd krok kup\u0159edu. Hodnocen\u00ed metalografick\u00fdch sn\u00edmk\u016f pomoc\u00ed AI. Nejen\u017ee by se zlep\u0161ila kvalita hodnocen\u00ed, ale p\u0159edev\u0161\u00edm by to nahradilo nedostatek lid\u00ed s\u00a0pot\u0159ebnou odbornost\u00ed. Lid\u00e9 jako byl Va\u0161ek Kub\u00ed\u010dek z\u00a0TU Liberec, nebo Petr Brej\u0161a z\u00a0Bodycote ub\u00fdvaj\u00ed a n\u00e1hrada nep\u0159ich\u00e1z\u00ed.<\/p>\n<p><a href=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vzcform-1500x-real-480x-jadro-a.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-9834\" src=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vzcform-1500x-real-480x-jadro-a-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vzcform-1500x-real-480x-jadro-a-300x225.jpg 300w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vzcform-1500x-real-480x-jadro-a-1024x768.jpg 1024w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vzcform-1500x-real-480x-jadro-a.jpg 1600w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><a href=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vhx-000005-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-9832\" src=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vhx-000005-scaled-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vhx-000005-scaled-300x225.jpg 300w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vhx-000005-scaled-1024x768.jpg 1024w, https:\/\/intelligent-kalam.80-240-27-133.plesk.page\/wp-content\/uploads\/2025\/08\/vhx-000005-scaled.jpg 2048w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>Tak jsem na to zv\u011bdav\u00fd.<\/p>\n<p>Ji\u0159\u00ed Stanislav<\/p>\n<p>25. srpna 2025<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Carebot is the first Czech AI-assisted image evaluation system. It can evaluate images from X-ray, CT, MMG, MRI. Since you probably understand it like I do,<\/p>\n","protected":false},"author":12,"featured_media":9831,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"image","meta":{"_acf_changed":false,"footnotes":""},"categories":[304],"tags":[],"class_list":["post-9838","post","type-post","status-publish","format-image","has-post-thumbnail","hentry","category-ai-in-ht-en","post_format-post-format-image"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Carebot versus metallography - JST Consultancy<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Carebot versus metallography - JST Consultancy\" \/>\n<meta property=\"og:description\" content=\"Carebot is the first Czech AI-assisted image evaluation system. 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