{"id":18929,"date":"2026-07-22T14:32:20","date_gmt":"2026-07-22T12:32:20","guid":{"rendered":"https:\/\/ai-matters.eu\/como-evaluo-ebroacero-las-tecnologias-de-percepcion-basadas-en-la-ia-mediante-pruebas-y-validacion\/"},"modified":"2026-07-22T15:07:47","modified_gmt":"2026-07-22T13:07:47","slug":"como-evaluo-ebroacero-las-tecnologias-de-percepcion-basadas-en-la-ia-mediante-pruebas-y-validacion","status":"publish","type":"post","link":"https:\/\/ai-matters.eu\/es\/como-evaluo-ebroacero-las-tecnologias-de-percepcion-basadas-en-la-ia-mediante-pruebas-y-validacion\/","title":{"rendered":"C\u00f3mo evalu\u00f3 EBROACERO las tecnolog\u00edas de percepci\u00f3n basadas en la IA mediante pruebas y validaci\u00f3n"},"content":{"rendered":"\n<div><div id=\"pb-star-rating-957f30bf31b347c68793c0880a38beac\" class=\"wp-block-ud-blocks-star-rating\" style=\"--udpb-sr-align:flex-start;--udpb-sr-icon-color:#ffb900;--udpb-sr-icon-size:18px;--udpb-sr-icon-sizeTablet:17px;--udpb-sr-icon-sizeMobile:16px;--udpb-sr-title-color:#000;--udpb-sr-title-size:18px;--udpb-sr-title-size-tablet:17px;--udpb-sr-title-size-mobile:16px\"><div class=\"pb-star-rating-wrapper\"><div class=\"pb-star-rating--title\">La experiencia de EBROACERO:<\/div><div class=\"pb-star-rating--icon\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"fas\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18 \" role=\"img\" viewbox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"fas\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18 \" role=\"img\" viewbox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"fas\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18 \" role=\"img\" viewbox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"fas\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18 \" role=\"img\" viewbox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"fas\" data-icon=\"star\" class=\"svg-inline--fa fa-star fa-w-18 \" role=\"img\" viewbox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M259.3 17.8L194 150.2 47.9 171.5c-26.2 3.8-36.7 36.1-17.7 54.6l105.7 103-25 145.5c-4.5 26.3 23.2 46 46.4 33.7L288 439.6l130.7 68.7c23.2 12.2 50.9-7.4 46.4-33.7l-25-145.5 105.7-103c19-18.5 8.5-50.8-17.7-54.6L382 150.2 316.7 17.8c-11.7-23.6-45.6-23.9-57.4 0z\"><\/path><\/svg><\/div><\/div><\/div><\/div>\n\n<div style=\"height:27px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<h2 class=\"wp-block-heading\"><strong><strong><strong>\u00bfC\u00f3mo pueden los fabricantes validar la percepci\u00f3n rob\u00f3tica basada en la IA antes de invertir en automatizaci\u00f3n industrial?<\/strong><\/strong><\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">En esta historia de usuario, te contamos c\u00f3mo Ebroacero utiliz\u00f3 AI-MATTERS para probar y validar tecnolog\u00edas avanzadas de percepci\u00f3n 3D destinadas a la automatizaci\u00f3n del corte rob\u00f3tico en la fabricaci\u00f3n de piezas de acero fundido. Mediante la experimentaci\u00f3n en un entorno de laboratorio realista, la empresa evalu\u00f3 la viabilidad t\u00e9cnica, redujo los riesgos de implementaci\u00f3n y estableci\u00f3 una hoja de ruta para su implantaci\u00f3n industrial. <\/p>\n\n<p class=\"wp-block-paragraph\">Como empresa de fabricaci\u00f3n industrial comprometida con la innovaci\u00f3n, Ebroacero necesitaba validar una soluci\u00f3n de percepci\u00f3n rob\u00f3tica basada en IA antes de invertir en una c\u00e9lula de corte automatizada a gran escala.<br\/>El reto consist\u00eda en identificar las tecnolog\u00edas de detecci\u00f3n m\u00e1s adecuadas, evaluar la viabilidad t\u00e9cnica y garantizar la integraci\u00f3n futura con los sistemas rob\u00f3ticos, todo ello minimizando los riesgos de desarrollo.<\/p>\n\n<h2 class=\"wp-block-heading\"><strong><strong>El reto<\/strong><\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">Ebroacero fabrica piezas de acero fundido en las que hay que eliminar los canales de alimentaci\u00f3n y los conductos de colada mediante operaciones de corte. Estos procesos implican geometr\u00edas complejas y exigen una gran precisi\u00f3n para garantizar la calidad del producto y la eficiencia del proceso. <\/p>\n\n<p class=\"wp-block-paragraph\">La empresa quer\u00eda automatizar esta operaci\u00f3n utilizando sistemas rob\u00f3ticos capaces de identificar los planos de corte directamente a partir de modelos CAD en 3D. Sin embargo, segu\u00edan existiendo varias incertidumbres: <\/p>\n\n<ul class=\"wp-block-list\">\n<li>\u00bfQu\u00e9 tecnolog\u00eda de percepci\u00f3n 3D ofrecer\u00eda la precisi\u00f3n y la fiabilidad suficientes?<\/li>\n\n\n\n<li>\u00bfSe podr\u00edan alinear de forma fiable las nubes de puntos generadas a partir de piezas de acero fundido con modelos CAD en 3D?<\/li>\n\n\n\n<li>\u00bfSer\u00eda viable esta soluci\u00f3n en condiciones industriales?<\/li>\n\n\n\n<li>\u00bfC\u00f3mo se podr\u00edan reducir los riesgos t\u00e9cnicos antes de invertir en una c\u00e9lula rob\u00f3tica completa?<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Ebroacero no contaba con el entorno adecuado ni con los conocimientos especializados necesarios para evaluar de forma independiente las distintas alternativas tecnol\u00f3gicas y validar el concepto.<\/p>\n\n<h2 class=\"wp-block-heading\"><strong><strong>El enfoque<\/strong><\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">A trav\u00e9s de AI-MATTERS, Ebroacero colabor\u00f3 con el Instituto Tecnol\u00f3gico de Arag\u00f3n (ITA) para probar y validar tecnolog\u00edas de percepci\u00f3n destinadas a aplicaciones de fabricaci\u00f3n rob\u00f3tica.<\/p>\n\n<p class=\"wp-block-paragraph\">El proyecto combin\u00f3:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Acceso a laboratorios de rob\u00f3tica e instalaciones de pruebas<\/li>\n\n\n\n<li>Sistemas avanzados de visi\u00f3n y percepci\u00f3n en 3D<\/li>\n\n\n\n<li>Asistencia especializada en rob\u00f3tica, visi\u00f3n artificial y procesamiento de datos<\/li>\n\n\n\n<li>Validaci\u00f3n experimental en un entorno de laboratorio realista<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">El trabajo se llev\u00f3 a cabo durante un periodo de 16 semanas y se centr\u00f3 en tres fases principales:<\/p>\n\n<ol class=\"wp-block-list\">\n<li>Evaluaci\u00f3n y selecci\u00f3n de tecnolog\u00edas de percepci\u00f3n 3D.<\/li>\n\n\n\n<li>Desarrollo de un prototipo de laboratorio para validar la captura de nubes de puntos, la alineaci\u00f3n CAD y la identificaci\u00f3n del plano de corte.<\/li>\n\n\n\n<li>Integraci\u00f3n en una c\u00e9lula rob\u00f3tica para comprobar que todo funciona correctamente.<\/li>\n<\/ol>\n\n<p class=\"wp-block-paragraph\">Este enfoque, que da prioridad a la experimentaci\u00f3n, permiti\u00f3 a Ebroacero evaluar la viabilidad t\u00e9cnica antes de lanzarse a la implementaci\u00f3n industrial.<\/p>\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u00bfQu\u00e9 se ha probado?<\/strong><\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\"><strong>La tecnolog\u00eda<\/strong><\/p>\n\n<p class=\"wp-block-paragraph\">El proyecto evalu\u00f3 tecnolog\u00edas avanzadas de percepci\u00f3n 3D y rob\u00f3tica, entre las que se incluyen:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Tecnolog\u00edas de visi\u00f3n 3D fijas<\/li>\n\n\n\n<li>Tecnolog\u00edas de escaneo manual<\/li>\n\n\n\n<li>Algoritmos de procesamiento y alineaci\u00f3n de nubes de puntos<\/li>\n\n\n\n<li>Integraci\u00f3n de la rob\u00f3tica<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\"><strong>El caso de uso<\/strong><\/p>\n\n<p class=\"wp-block-paragraph\">Identificaci\u00f3n autom\u00e1tica de los planos de corte en piezas de acero fundido para futuras operaciones de corte robotizadas y su integraci\u00f3n en el control del robot.<\/p>\n\n<p class=\"wp-block-paragraph\"><strong>Configuraci\u00f3n del experimento<\/strong><\/p>\n\n<p class=\"wp-block-paragraph\">Se desarroll\u00f3 un prototipo a escala de laboratorio utilizando piezas fundidas representativas suministradas por Ebroacero.<\/p>\n\n<p class=\"wp-block-paragraph\">El demostrador inclu\u00eda:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Obtenci\u00f3n de nubes de puntos en 3D a partir de componentes reales<\/li>\n\n\n\n<li>Preprocesamiento y reconstrucci\u00f3n de la informaci\u00f3n geom\u00e9trica<\/li>\n\n\n\n<li>Alineaci\u00f3n entre las nubes de puntos capturadas y los modelos CAD en 3D<\/li>\n\n\n\n<li>Identificaci\u00f3n de los puntos y planos de corte definidos en el modelo CAD<\/li>\n\n\n\n<li>Transferencia de informaci\u00f3n a una c\u00e9lula rob\u00f3tica<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">El objetivo no era desarrollar un sistema listo para la producci\u00f3n, sino validar el enfoque tecnol\u00f3gico e identificar los requisitos para su futura industrializaci\u00f3n.<\/p>\n\n<figure class=\"wp-block-image aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"511\" height=\"517\" src=\"https:\/\/ai-matters.eu\/wp-content\/uploads\/2026\/07\/image-1.jpg\" alt=\"\" class=\"wp-image-18741\" srcset=\"https:\/\/ai-matters.eu\/wp-content\/uploads\/2026\/07\/image-1.jpg 511w, https:\/\/ai-matters.eu\/wp-content\/uploads\/2026\/07\/image-1-297x300.jpg 297w, https:\/\/ai-matters.eu\/wp-content\/uploads\/2026\/07\/image-1-100x100.jpg 100w, https:\/\/ai-matters.eu\/wp-content\/uploads\/2026\/07\/image-1-64x65.jpg 64w\" sizes=\"(max-width: 511px) 100vw, 511px\" \/><\/figure>\n\n<h2 class=\"wp-block-heading\"><strong><strong>El impacto<\/strong><\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">El experimento dio como resultado:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Validaci\u00f3n de varias tecnolog\u00edas de percepci\u00f3n 3D para aplicaciones en acero fundido<\/li>\n\n\n\n<li>Identificaci\u00f3n de las alternativas de detecci\u00f3n m\u00e1s prometedoras para su implementaci\u00f3n en el futuro<\/li>\n\n\n\n<li>Demostraci\u00f3n satisfactoria de los procesos de adquisici\u00f3n de nubes de puntos y alineaci\u00f3n CAD3D<\/li>\n\n\n\n<li>Validaci\u00f3n de la viabilidad de identificar autom\u00e1ticamente los planos de corte mediante tecnolog\u00edas de percepci\u00f3n<\/li>\n\n\n\n<li>Primeros desarrollos de software para el procesamiento de datos 3D y la comparaci\u00f3n geom\u00e9trica<\/li>\n\n\n\n<li>Integraci\u00f3n en el control del robot<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Ebroacero recibi\u00f3 una evaluaci\u00f3n t\u00e9cnica exhaustiva, los resultados del prototipo y una serie de recomendaciones sobre tecnolog\u00edas de percepci\u00f3n, requisitos de hardware, arquitectura de software, aspectos de integraci\u00f3n, fiabilidad y rendimiento esperado.<br\/>Y lo m\u00e1s importante: la empresa redujo considerablemente la incertidumbre t\u00e9cnica y los riesgos de implementaci\u00f3n antes de pasar a la siguiente fase de automatizaci\u00f3n.<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>Conclusiones clave<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\"><strong>\u00bfQu\u00e9 funcion\u00f3?<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Se ha demostrado que combinar la percepci\u00f3n 3D con la comparaci\u00f3n basada en CAD es t\u00e9cnicamente factible.<\/li>\n\n\n\n<li>Las pruebas de laboratorio permitieron evaluar de forma objetiva las tecnolog\u00edas alternativas.<\/li>\n\n\n\n<li>La validaci\u00f3n temprana ayud\u00f3 a identificar los requisitos pr\u00e1cticos de integraci\u00f3n para los futuros sistemas rob\u00f3ticos.<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\"><strong>\u00bfQu\u00e9 retos se identificaron?<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Las piezas de acero fundido presentan condiciones superficiales que suponen un reto para la detecci\u00f3n 3D.<\/li>\n\n\n\n<li>La calidad de los datos y las estrategias de adquisici\u00f3n tienen un impacto significativo en el rendimiento del procesamiento posterior.<\/li>\n\n\n\n<li>La implantaci\u00f3n industrial exigir\u00e1 una mayor optimizaci\u00f3n de la integraci\u00f3n entre el hardware y el software debido a las duras condiciones ambientales.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>\u00bfY ahora qu\u00e9?<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">De aqu\u00ed en adelante, nos centraremos en:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Ampliar la soluci\u00f3n validada a componentes de tama\u00f1o industrial.<\/li>\n\n\n\n<li>Integrar el sistema de percepci\u00f3n en una c\u00e9lula de corte rob\u00f3tica teniendo en cuenta el entorno real.<\/li>\n\n\n\n<li>Optimizar los tiempos de adquisici\u00f3n y los flujos de trabajo automatizados.<\/li>\n\n\n\n<li>Avanzar en la implementaci\u00f3n de la soluci\u00f3n a escala industrial.<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Partiendo del prototipo validado, la empresa tiene previsto seguir desarrollando una soluci\u00f3n de corte rob\u00f3tico inteligente capaz de mejorar la productividad, la repetibilidad y la calidad del proceso en las operaciones de fundici\u00f3n de acero<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>\u00bfPor qu\u00e9 es importante la IA?<\/strong><\/h2>\n\n<p class=\"wp-block-paragraph\">AI\u2011MATTERS permite a las empresas:<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Prueba soluciones de IA en entornos de producci\u00f3n reales<\/li>\n\n\n\n<li>Accede a infraestructuras avanzadas de rob\u00f3tica, visi\u00f3n artificial e inteligencia artificial<\/li>\n\n\n\n<li>Aprovecha la asistencia t\u00e9cnica de expertos<\/li>\n\n\n\n<li>Comprueba que sea factible desde el punto de vista tecnol\u00f3gico antes de invertir<\/li>\n\n\n\n<li>Reduce los riesgos y la incertidumbre de la implementaci\u00f3n<\/li>\n<\/ul>\n\n<p class=\"wp-block-paragraph\">Gracias a la experimentaci\u00f3n y la validaci\u00f3n colaborativas, las empresas pueden pasar de los prototipos de IA a soluciones t\u00e9cnicamente validadas con mayor confianza.<\/p>\n\n<h2 class=\"wp-block-heading\"><strong>Preguntas frecuentes<\/strong><\/h2>\n\n<div data-wp-context=\"{ &quot;autoclose&quot;: false, &quot;accordionItems&quot;: [] }\" data-wp-interactive=\"core\/accordion\" role=\"group\" class=\"wp-block-accordion is-layout-flow wp-block-accordion-is-layout-flow\">\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-1&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-1-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-1\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">\u00bfQu\u00e9 servicios se han prestado en este caso de uso?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-1\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-1-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/ai-matters.eu\/services-catalog\/evaluation-of-technologies-for-environment-recognition-and-object-identification-in-robotic-processes-2\/\">Evaluaci\u00f3n de tecnolog\u00edas para el reconocimiento del entorno y la identificaci\u00f3n de objetos en procesos rob\u00f3ticos.<\/a><br\/>El servicio incluy\u00f3 el an\u00e1lisis, las pruebas y la validaci\u00f3n de tecnolog\u00edas de percepci\u00f3n 3D y soluciones de software para identificar planos de corte en componentes de acero fundido y facilitar la futura automatizaci\u00f3n rob\u00f3tica.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-ai-matters wp-block-embed-ai-matters\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"5seH6YZhSu\"><a href=\"https:\/\/ai-matters.eu\/services-catalog\/evaluation-of-technologies-for-environment-recognition-and-object-identification-in-robotic-processes-2\/\">Evaluation of technologies for environment recognition and object identification in robotic processes<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u00abEvaluation of technologies for environment recognition and object identification in robotic processes\u00bb \u2014 AI Matters\" src=\"https:\/\/ai-matters.eu\/services-catalog\/evaluation-of-technologies-for-environment-recognition-and-object-identification-in-robotic-processes-2\/embed\/#?secret=CxKRH3UWXg#?secret=5seH6YZhSu\" data-secret=\"5seH6YZhSu\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-2&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-2-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-2\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">\u00bfC\u00f3mo pueden los fabricantes validar las soluciones de IA rob\u00f3tica antes de invertir?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-2\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-2-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Los fabricantes pueden probar tecnolog\u00edas de percepci\u00f3n, rob\u00f3tica e inteligencia artificial en entornos realistas gracias a los servicios de experimentaci\u00f3n de AI-MATTERS. Esto les permite evaluar la viabilidad t\u00e9cnica, identificar riesgos y tomar decisiones de inversi\u00f3n bien fundamentadas antes de la implantaci\u00f3n completa. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Si quieres m\u00e1s informaci\u00f3n o un an\u00e1lisis espec\u00edfico de tu caso concreto, <a href=\"https:\/\/ai-matters.eu\/contact\/\">no dudes en ponerte en contacto con nosotros para charlar sin compromiso.<\/a><\/p>\n<\/div>\n<\/div>\n\n\n\n<div data-wp-class--is-open=\"state.isOpen\" data-wp-context=\"{ &quot;id&quot;: &quot;accordion-item-3&quot;, &quot;openByDefault&quot;: false }\" data-wp-init=\"callbacks.initAccordionItems\" data-wp-on-window--hashchange=\"callbacks.hashChange\" class=\"wp-block-accordion-item is-layout-flow wp-block-accordion-item-is-layout-flow\">\n<h3 class=\"wp-block-accordion-heading\"><button aria-expanded=\"false\" aria-controls=\"accordion-item-3-panel\" data-wp-bind--aria-expanded=\"state.isOpen\" data-wp-on--click=\"actions.toggle\" data-wp-on--keydown=\"actions.handleKeyDown\" id=\"accordion-item-3\" type=\"button\" class=\"wp-block-accordion-heading__toggle\"><span class=\"wp-block-accordion-heading__toggle-title\">\u00bfEn qu\u00e9 consiste una prueba de concepto de IA y rob\u00f3tica?<\/span><span class=\"wp-block-accordion-heading__toggle-icon\" aria-hidden=\"true\">+<\/span><\/button><\/h3>\n\n\n\n<div inert aria-labelledby=\"accordion-item-3\" data-wp-bind--inert=\"!state.isOpen\" id=\"accordion-item-3-panel\" role=\"region\" class=\"wp-block-accordion-panel is-layout-flow wp-block-accordion-panel-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Una prueba de concepto suele incluir la evaluaci\u00f3n de la tecnolog\u00eda, pruebas experimentales, el desarrollo de un prototipo de demostraci\u00f3n, la evaluaci\u00f3n del rendimiento y recomendaciones t\u00e9cnicas. El objetivo es comprobar si la soluci\u00f3n cumple con los requisitos operativos antes de su implantaci\u00f3n industrial. <\/p>\n<\/div>\n<\/div>\n<\/div>\n\n<h2 class=\"wp-block-heading\"><strong>Sobre el autor<\/strong><\/h2>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-7387b849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.linkedin.com\/in\/%C3%A1ngel-m-p%C3%A9rez-mari%C3%B1o-849884210\/\">Rosa Castill\u00f3n<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Responsable de proyectos de tecnolog\u00edas mecatr\u00f3nicas en el Instituto Tecnol\u00f3gico de Arag\u00f3n (<a href=\"https:\/\/www.ita.es\/en\/\">ITA<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rosa Castill\u00f3n es especialista en rob\u00f3tica, automatizaci\u00f3n industrial y tecnolog\u00edas de fabricaci\u00f3n avanzadas. Ayuda a las empresas en la evaluaci\u00f3n, validaci\u00f3n e implementaci\u00f3n de soluciones innovadoras de inteligencia artificial y rob\u00f3tica, contribuyendo a tender un puente entre la investigaci\u00f3n y la aplicaci\u00f3n industrial. <\/p>\n<\/div>\n<\/div>\n\n<h2 class=\"wp-block-heading\"><strong>\u00bfTe gustar\u00eda saber c\u00f3mo pueden ayudar nuestros gestores de proyectos a tu empresa?<\/strong><\/h2>\n\n<p class=\"has-inter-font-family wp-block-paragraph\">Ponte en contacto con nosotros para charlar sin compromiso: <a href=\"https:\/\/ai-matters.eu\/contact\/\">https:\/\/ai-matters.eu\/contact\/<\/a><\/p>\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n<div class=\"wp-block-group alignfull has-background-color is-layout-constrained wp-container-core-group-is-layout-0e6008ae wp-block-group-is-layout-constrained\" 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