{"id":13386,"date":"2023-04-03T20:23:33","date_gmt":"2023-04-03T20:23:33","guid":{"rendered":"https:\/\/www.augmentir.com\/?p=13386"},"modified":"2023-12-12T18:05:20","modified_gmt":"2023-12-12T18:05:20","slug":"using-ai-to-operationalize-training-for-manufacturers","status":"publish","type":"post","link":"https:\/\/www.augmentir.com\/es\/blog\/using-ai-to-operationalize-training-for-manufacturers","title":{"rendered":"Uso de IA para operacionalizar la capacitaci\u00f3n para fabricantes"},"content":{"rendered":"<p>En la acelerada industria manufacturera actual, mantenerse a la vanguardia es fundamental para el \u00e9xito. Para seguir siendo competitivas, las empresas deben capacitar y mejorar continuamente a su fuerza laboral. Una forma de lograrlo es implementar la capacitaci\u00f3n y acercarla a la planta de producci\u00f3n mediante inteligencia artificial (IA) y tecnolog\u00eda para trabajadores conectados. Implementar la capacitaci\u00f3n implica adoptar un enfoque m\u00e1s sistem\u00e1tico para la capacitaci\u00f3n y el desarrollo de la fuerza laboral, en lugar de tratarla como un evento puntual.<\/p>\n<p><img decoding=\"async\" class=\"mobile-only aligncenter wp-image-13387 size-full\" src=\"https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/operationalizing-learning.jpg\" alt=\"operacionalizar el aprendizaje\" width=\"1200\" height=\"630\" srcset=\"https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/operationalizing-learning.jpg 1200w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/operationalizing-learning-300x158.jpg 300w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/operationalizing-learning-768x403.jpg 768w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/operationalizing-learning-18x9.jpg 18w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/operationalizing-learning-705x370.jpg 705w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" \/><\/p>\n<p>Seg\u00fan un <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai-in-2022-and-a-half-decade-in-review\" target=\"_blank\" rel=\"noopener\">Informe de McKinsey<\/a>Las empresas que adoptan el aprendizaje impulsado por IA redujeron el tiempo de capacitaci\u00f3n hasta en un 50% y mejoraron los resultados de aprendizaje hasta en un 60%.<\/p>\n<p>Las soluciones basadas en IA hacen que el aprendizaje sea m\u00e1s accesible, atractivo y eficaz; y al integrar soluciones de formaci\u00f3n y aprendizaje en las operaciones diarias de la empresa, los fabricantes pueden crear una cultura de aprendizaje y mejora continuos. De hecho, en Augmentir hemos visto a empresas manufactureras utilizar este enfoque para... <a href=\"https:\/\/www.augmentir.com\/case-studies\/global-paper-packaging-company\">reducir la incorporaci\u00f3n de nuevos empleados<\/a> y tiempo de entrenamiento hasta en 72%.<\/p>\n<h2>Aprendizaje: cu\u00e1ndo y d\u00f3nde se necesita<\/h2>\n<p>La IA tiene el potencial de revolucionar muchas industrias, y la manufactura no es la excepci\u00f3n. Muchos trabajadores de la industria manufacturera trabajan en turnos, lo que les dificulta asistir a las sesiones de capacitaci\u00f3n presenciales tradicionales.<\/p>\n<p>Con la IA, las organizaciones pueden incorporar m\u00e1s procesos de aprendizaje en la jornada laboral diaria de sus trabajadores de primera l\u00ednea, lo que permite, en esencia, operacionalizar la capacitaci\u00f3n y reducir la brecha entre el conocimiento y la acci\u00f3n. Este &quot;aprendizaje activo&quot; se alinea con el modelo visual de la Pir\u00e1mide del Aprendizaje, que ilustra las diferentes etapas del aprendizaje y su eficacia relativa.<\/p>\n<p><img decoding=\"async\" class=\"inline-image-60 aligncenter wp-image-13388 size-full\" src=\"https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/learning-in-the-flow-of-work.png\" alt=\"pir\u00e1mide del aprendizaje\" width=\"1400\" height=\"1080\" srcset=\"https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/learning-in-the-flow-of-work.png 1400w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/learning-in-the-flow-of-work-300x231.png 300w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/learning-in-the-flow-of-work-1200x926.png 1200w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/learning-in-the-flow-of-work-768x592.png 768w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/learning-in-the-flow-of-work-16x12.png 16w, https:\/\/www.augmentir.com\/wp-content\/uploads\/2023\/04\/learning-in-the-flow-of-work-705x544.png 705w\" sizes=\"(max-width: 1400px) 100vw, 1400px\" \/><\/p>\n<p>El aprendizaje activo implica que el alumno participe activamente con el material, a menudo a trav\u00e9s de la resoluci\u00f3n de problemas, el debate o la aplicaci\u00f3n del conocimiento mientras est\u00e1 en el trabajo.<\/p>\n<p>En general, el aprendizaje activo (o <a href=\"https:\/\/www.augmentir.com\/blog\/modernizing-manufacturing-training-with-continuous-learning\">aprendizaje del flujo de trabajo<\/a>) se considera m\u00e1s eficaz que el aprendizaje pasivo para promover una comprensi\u00f3n profunda y la retenci\u00f3n de informaci\u00f3n. Por lo tanto, los l\u00edderes de aprendizaje suelen esforzarse por dise\u00f1ar experiencias de aprendizaje que impliquen niveles m\u00e1s altos de aprendizaje activo, superando los niveles inferiores de la pir\u00e1mide y promoviendo el pensamiento cr\u00edtico, la creatividad y la resoluci\u00f3n de problemas.<\/p>\n<p>Este enfoque se puede implementar con soluciones de aprendizaje m\u00f3vil que aprovechan la tecnolog\u00eda de los trabajadores conectados y la IA para ofrecerles m\u00f3dulos de capacitaci\u00f3n breves y a la carta, a los que pueden acceder desde sus tel\u00e9fonos inteligentes o tabletas. Estos m\u00f3dulos se pueden personalizar seg\u00fan el nivel de habilidad de cada trabajador, lo que les facilita aprender a su propio ritmo.<\/p>\n<p>Adem\u00e1s, las soluciones de aprendizaje impulsadas por IA ofrecen:<\/p>\n<ul>\n<li><strong>Aprendizaje personalizado<\/strong>Las soluciones de aprendizaje basadas en IA se pueden personalizar seg\u00fan el nivel de habilidad de cada trabajador, lo que facilita que aprendan no solo a su propio ritmo, sino tambi\u00e9n a su nivel de experiencia. Por ejemplo, a los trabajadores principiantes se les puede exigir que vean un microvideo de aprendizaje como requisito de seguridad para realizar una tarea, mientras que a un trabajador con mayor experiencia y competencia laboral adecuada podr\u00eda no ser necesario.<\/li>\n<li><strong>Aprendizaje basado en el rendimiento<\/strong>Las soluciones basadas en IA ofrecen a los trabajadores experiencias de aprendizaje pr\u00e1cticas, personalizadas seg\u00fan su desempe\u00f1o laboral. Estas experiencias pueden ofrecerse a trav\u00e9s de diversos medios de contenido: multimedia, gu\u00edas de autoayuda, v\u00eddeos de microaprendizaje e incluso experiencias de realidad aumentada (RA).<\/li>\n<li><strong>Retroalimentaci\u00f3n en tiempo real<\/strong>Las soluciones impulsadas por IA pueden monitorear el desempe\u00f1o de los trabajadores en tiempo real, brindando retroalimentaci\u00f3n instant\u00e1nea para ayudarlos a mejorar y brindar acceso a contenido para ayudar a resolver problemas en el flujo de trabajo.<\/li>\n<\/ul>\n<p>La IA tambi\u00e9n puede ayudar a evaluar el desempe\u00f1o de los empleados. Las evaluaciones de desempe\u00f1o tradicionales suelen basarse en evaluaciones subjetivas de los gerentes. Por otro lado, las evaluaciones de desempe\u00f1o impulsadas por IA pueden proporcionar una evaluaci\u00f3n m\u00e1s objetiva y basada en datos del desempe\u00f1o de los empleados, a la vez que ofrecen una visi\u00f3n m\u00e1s precisa de sus fortalezas y debilidades.<\/p>\n<h2>Mejor formaci\u00f3n, mejor trabajo<\/h2>\n<p>Al implementar soluciones basadas en IA, las empresas pueden identificar y gestionar las necesidades de capacitaci\u00f3n en toda la organizaci\u00f3n. Utilizando datos de rendimiento, la IA puede detectar deficiencias en el conocimiento o las habilidades de la plantilla, lo que permite desarrollar programas de capacitaci\u00f3n espec\u00edficos para subsanarlas.<\/p>\n<p>Una vez implementada, la IA se puede utilizar para rastrear y mejorar eficazmente la efectividad del aprendizaje y la capacitaci\u00f3n, aprovechando los datos sobre el desempe\u00f1o de los trabajadores antes y despu\u00e9s de la capacitaci\u00f3n para medir el impacto y refinar los programas de capacitaci\u00f3n para garantizar que brinden el mejor resultado.<\/p>\n<p>A medida que la industria manufacturera contin\u00faa evolucionando, tambi\u00e9n debe evolucionar la forma en que abordan las soluciones de aprendizaje. Un estudio reciente... <a href=\"https:\/\/www2.deloitte.com\/us\/en\/pages\/about-deloitte\/articles\/press-releases\/deloitte-state-of-ai-fifth-edition-report.html\" target=\"_blank\" rel=\"noopener\">Encuesta de Deloitte<\/a> Se descubri\u00f3 que m\u00e1s del 90% de las empresas creen que el aprendizaje basado en IA ser\u00e1 importante para el \u00e9xito de su organizaci\u00f3n en los pr\u00f3ximos tres a\u00f1os. La IA tiene el potencial de operacionalizar la capacitaci\u00f3n y transformar el aprendizaje en la industria manufacturera, acerc\u00e1ndolo a la planta de producci\u00f3n. Al aprovechar el aprendizaje personalizado basado en IA, la retroalimentaci\u00f3n en tiempo real, las evaluaciones de desempe\u00f1o basadas en datos y la identificaci\u00f3n de las necesidades de capacitaci\u00f3n, las organizaciones industriales pueden crear una fuerza laboral m\u00e1s eficiente y eficaz.<\/p>","protected":false},"excerpt":{"rendered":"<p>La inteligencia artificial y la tecnolog\u00eda de los trabajadores conectados est\u00e1n ayudando a los gerentes de primera l\u00ednea a combatir el agotamiento de los empleados y mejorar el compromiso y la retenci\u00f3n.<\/p>","protected":false},"author":1,"featured_media":13387,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"_lmt_disableupdate":"no","_lmt_disable":"","footnotes":""},"categories":[4],"tags":[48,134,50,135,136,54],"class_list":["post-13386","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-ai","tag-learning","tag-manufacturing","tag-operationalize-training","tag-pyramid-of-learning","tag-training"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - 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