{"id":24944,"date":"2026-04-06T22:16:28","date_gmt":"2026-04-06T13:16:28","guid":{"rendered":"https:\/\/aireviewirush.com\/?p=24944"},"modified":"2026-04-06T22:16:28","modified_gmt":"2026-04-06T13:16:28","slug":"again-to-high-school-robots-study-from-manufacturing-facility-employees","status":"publish","type":"post","link":"https:\/\/aireviewirush.com\/?p=24944","title":{"rendered":"Again to high school: robots study from manufacturing facility employees"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div style=\" \">\n<p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/robohub.org\/wp-content\/uploads\/2026\/03\/jarmoluk-robot-2791671-1024x683.jpg\" alt=\"\" width=\"1024\" height=\"683\" class=\"alignnone size-large wp-image-219376\" srcset=\"https:\/\/robohub.org\/wp-content\/uploads\/2026\/03\/jarmoluk-robot-2791671-1024x683.jpg 1024w, https:\/\/robohub.org\/wp-content\/uploads\/2026\/03\/jarmoluk-robot-2791671-425x283.jpg 425w, https:\/\/robohub.org\/wp-content\/uploads\/2026\/03\/jarmoluk-robot-2791671-768x512.jpg 768w, https:\/\/robohub.org\/wp-content\/uploads\/2026\/03\/jarmoluk-robot-2791671-1536x1024.jpg 1536w, https:\/\/robohub.org\/wp-content\/uploads\/2026\/03\/jarmoluk-robot-2791671-2048x1365.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/p>\n<p><strong>By Anthony King<\/strong><\/p>\n<p>What if coaching a robotic to deal with soiled, harmful work on the manufacturing facility flooring was so simple as exhibiting it how? Czech startup <a href=\"https:\/\/robotwin.cz\" data-wpel-link=\"external\" target=\"_blank\" rel=\"follow external noopener noreferrer\">RoboTwin<\/a> is doing precisely that, serving to manufacturing facility employees educate robots new expertise by demonstration.<\/p>\n<p>As a substitute of writing advanced code, employees carry out the job as soon as and RoboTwin\u2019s expertise turns these actions right into a robotic programme \u2013 opening the door to automation for smaller producers.<\/p>\n<p>Based in Prague in 2021, <a href=\"https:\/\/cordis.europa.eu\/project\/id\/101113967\" data-wpel-link=\"external\" target=\"_blank\" rel=\"follow external noopener noreferrer\">RoboTwin<\/a> builds handheld units and no-code software program that seize human actions and translate them into directions for industrial robots. The goal is to make automation quicker, easier and extra accessible to producers that do not need specialist robotics programmers.<\/p>\n<p>\u201cThe robotic principally copies the human demonstration,\u201d stated Megi Mejdrechov\u00e1, RoboTwin\u2019s co-founder and chief expertise officer. \u201cFolks with no coding expertise can switch their know-how and expertise to robots.\u201d<\/p>\n<p>Mejdrechov\u00e1, a mechanical engineer skilled on the Czech Technical College in Prague, developed the core expertise behind RoboTwin throughout her work in robotics analysis and business. Her expertise in robotic management\u00a0utilizing AI and pc imaginative and prescient impressed her to create one thing sensible for European producers.<\/p>\n<p>\u201cCzech engineering is kind of conventional and targeted on scientific papers,\u201d stated\u202fMejdrechov\u00e1.\u00a0\u201cVisits to Singapore and Canada and different work experiences led me to concentrate on making a product that folks might use.\u201d<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_53 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\" role=\"button\"><label for=\"item-69ede7e43abaf\" ><span class=\"\"><span style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input aria-label=\"Toggle\" aria-label=\"item-69ede7e43abaf\"  type=\"checkbox\" id=\"item-69ede7e43abaf\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/aireviewirush.com\/?p=24944\/#Getting_began\" title=\"Getting began\">Getting began<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/aireviewirush.com\/?p=24944\/#Education_robots\" title=\"Education robots\">Education robots<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/aireviewirush.com\/?p=24944\/#Making_automation_simple_for_all\" title=\"Making automation simple for all\">Making automation simple for all<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aireviewirush.com\/?p=24944\/#Harmful_jobs\" title=\"Harmful jobs\">Harmful jobs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aireviewirush.com\/?p=24944\/#Scaling_up\" title=\"Scaling up\">Scaling up<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Getting_began\"><\/span>Getting began<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>In 2021, Mejdrechov\u00e1 entered a leap\u2011starter programme and gained first prize within the manufacturing class. \u201cWe noticed then that there was potential for the expertise,\u201d she stated.<\/p>\n<p>This inspired her to start out RoboTwin with colleagues Ladislav\u202fDvo\u0159\u00e1k and\u202fDavid\u202fPol\u00e1k, who shared her enthusiasm for human\u2011robotic partnerships.\u00a0Mejdrechov\u00e1 acquired backing from Ladies TechEU, an EU scheme supporting ladies founders of deep\u2011tech startups.\u00a0<\/p>\n<p>The RoboTwin group shared their outcomes on the Horizon Outcomes Platform, a web based showcase for EU\u2011funded improvements, which led to an invite to the EU\u2019s Empowering Begin\u2011ups and SMEs initiative.\u00a0<\/p>\n<p>This helped fund their journey to Hannover Messe 2025, a significant international manufacturing commerce honest, and opened doorways to new enterprise contacts and offers.<\/p>\n<p>By way of a mixture of private and non-private funding, RoboTwin has secured funding to refine its expertise and increase to producers in Central Europe, the Netherlands, Mexico and Canada.<\/p>\n<p>In 2025, Mejdrechov\u00e1 was named in Forbes Czechia\u2019s 30 Below 30<em> <\/em>record for her work in making the coaching of robots accessible to extra producers.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Education_robots\"><\/span>Education robots<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>On the coronary heart of RoboTwin\u2019s system is a handheld system outfitted with sensors. When a employee performs a job, for instance spray portray a metallic part, the system information the motion and converts it right into a robotic programme that may be reused in manufacturing.<\/p>\n<p>As a substitute of requiring a specialist engineer to manually code each motion, the system captures the employee\u2019s pure method and interprets it into exact directions a robotic can comply with.<\/p>\n<p>\u201cWe began with jobs which can be ugly, soiled and unhealthy for employees to do manually,\u201d\u00a0stated\u202fMejdrechov\u00e1.<\/p>\n<p>Due to the no\u2011coding system, the\u00a0course of could be accomplished in a couple of steps and sometimes takes a couple of minute. For factories producing small batches or ceaselessly altering merchandise, this pace could make automation way more sensible than conventional robotic programming.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Making_automation_simple_for_all\"><\/span>Making automation simple for all<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Robotics in manufacturing will not be new. The automotive business already leads the way in which with about 23\u202f000 new robots added to manufacturing strains in\u202f2024.\u00a0However whereas massive firms can make investments closely, automation stays difficult and costly for a lot of SMEs.<\/p>\n<p>That is the place\u202fRoboTwin lends a hand. It has assisted companies within the floor\u2011therapy business\u00a0\u2013 firms that powder coat, paint or polish metallic or plastic components for automotive factories.<\/p>\n<p>\u201cEven when the batch of merchandise you&#8217;re producing is small, with our method you&#8217;ll be able to create a robotic programme quick and simply,\u201d stated\u202fMejdrechov\u00e1.<\/p>\n<p>For instance, RoboTwin has assisted\u00a0RobPainting, a Dutch firm that robotises portray for SMEs to enhance high quality, cut back prices and minimise rework.\u00a0<\/p>\n<p>\u201cWith our system we will educate the robotic exact trajectories which can be wanted for a product and about its environment,\u201d stated\u202fDavid\u202fVobr, a robotics specialist at\u202fRoboTwin who typically assists prospects.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Harmful_jobs\"><\/span>Harmful jobs<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>RoboTwin\u2019s system can work with a variety of business robots, together with collaborative robots designed to function safely alongside people.<\/p>\n<p>\u201cWe will have manipulators or portray robots and likewise collaborative robots, which might work alongside people as a result of they&#8217;ve sensors that inform them when to cease transferring if somebody might get harm,\u201d stated Vobr.<\/p>\n<p>RoboTwin initially targeted on\u00a0floor therapy in manufacturing, the place duties comparable to spray portray require employees to put on protecting clothes and carry out repetitive actions.<\/p>\n<p>\u201cThese jobs are troublesome to automate as a result of there&#8217;s typically loads of hidden motion concerned,\u201d stated Mejdrechov\u00e1, referring to small changes and gestures that employees make instinctively.<\/p>\n<p>The sector additionally faces labour shortages.<\/p>\n<p>\u201cPersons are typically not comfortable doing these items and there&#8217;s a lack of employees prepared to take these jobs. So there&#8217;s a excessive demand for automation.\u201d<\/p>\n<p>Clients report that many robotic programmes can now be created with out shutting down a manufacturing line.<\/p>\n<p>RoboTwin has already labored with a lot of firms, together with Surfin Expertise, a Czech firm specialising in robotic coating options, and Progressive Ending Options\u00a0in Canada, which brings its expertise to North American prospects.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Scaling_up\"><\/span>Scaling up<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>EU assist for RoboTwin is ongoing. A\u00a0\u20ac2.3 million grant from the European Innovation Council secured in 2025 will assist speed up product improvement and market enlargement.<\/p>\n<p>The funding will assist the following technology of RoboTwin\u2019s expertise. As a substitute of relying solely on handbook demonstrations, the system will more and more use saved expertise and information to generate robotic programmes routinely primarily based on the form of an object.<\/p>\n<p>The corporate says this might make automation viable for a lot of manufacturing duties that have been beforehand too advanced or expensive to automate.<\/p>\n<p>For Europe, applied sciences like RoboTwin might play an necessary position in strengthening digital sovereignty and good industrial innovation. They might help smaller producers undertake superior robotics without having specialised programming experience.<\/p>\n<p>As factories turn into extra versatile and data-driven, the power to rapidly educate robots new duties might show more and more helpful.<\/p>\n<p>Mejdrechov\u00e1 believes this shift will assist carry automation inside attain of a a lot wider vary of firms.<\/p>\n<p>\u201cOur objective is to make robotic coaching one thing that employees can do themselves,\u201d she stated. \u201cIf we succeed, automation will not be restricted to massive factories with specialised engineers. It can turn into a software that any producer can use.\u201d<\/p>\n<p><em>Analysis on this article was funded by the EU\u2019s Horizon Programme. The views of the interviewees don\u2019t essentially mirror these of the European Fee. If you happen to appreciated this text, please contemplate sharing it on social media.<\/em><\/p>\n<hr\/>\n<p>This text was <a href=\"https:\/\/projects.research-and-innovation.ec.europa.eu\/en\/horizon-magazine\/back-school-robots-learn-factory-workers\" data-wpel-link=\"external\" target=\"_blank\" rel=\"follow external noopener noreferrer\">initially revealed in Horizon<\/a>, the EU Analysis and Innovation journal.<\/p>\n<hr class=\"xh2\"\/>\n<div class=\"pdxv  printhide\">\n<p><a href=\"https:\/\/robohub.org\/author\/horizon\" data-wpel-link=\"internal\" target=\"_blank\" rel=\"noopener\"><br \/>\n<img decoding=\"async\" src=\"https:\/\/robohub.org\/wp-content\/uploads\/2015\/11\/Horizon-220x220.jpg\" class=\"grayscale0\" style=\"float:left; margin: 0px 1.5em 0em 0px;  width:100px  \" alt=\"\"><br \/>\n<\/a><\/p>\n<div class=\"minitext xh75 pdx\" style=\"min-height: 100px; \">\n<p><a href=\"https:\/\/robohub.org\/author\/horizon\" data-wpel-link=\"internal\" target=\"_blank\" rel=\"noopener\">Horizon Journal<\/a><br \/>\nbrings you the newest information and options about thought-provoking science and progressive analysis tasks funded by the EU. <\/p>\n<\/div>\n<\/div>\n<div class=\"pdxv  printshow\">\n<p><img decoding=\"async\" src=\"https:\/\/robohub.org\/wp-content\/uploads\/2015\/11\/Horizon-220x220.jpg\" class=\"grayscale\" style=\"float:left; margin: 0px 1.5em 0em 0px;  width:100px  \" alt=\"\"><\/p>\n<p>\nHorizon Journal<br \/>\nbrings you the newest information and options about thought-provoking science and progressive analysis tasks funded by the EU. <\/p>\n<\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>By Anthony King What if coaching a robotic to deal with soiled, harmful work on the manufacturing facility flooring was so simple as exhibiting it how? Czech startup RoboTwin is doing precisely that, serving to manufacturing facility employees educate robots new expertise by demonstration. As a substitute of writing advanced code, employees carry out the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":24946,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":{"0":"post-24944","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-robotics"},"_links":{"self":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/24944","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=24944"}],"version-history":[{"count":1,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/24944\/revisions"}],"predecessor-version":[{"id":24945,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/posts\/24944\/revisions\/24945"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=\/wp\/v2\/media\/24946"}],"wp:attachment":[{"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=24944"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=24944"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aireviewirush.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=24944"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}