{"id":8570,"date":"2024-10-30T12:17:41","date_gmt":"2024-10-30T12:17:41","guid":{"rendered":"https:\/\/new.exprivia.it\/sin-categoria\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\/"},"modified":"2026-06-04T15:48:19","modified_gmt":"2026-06-04T15:48:19","slug":"planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica","status":"publish","type":"post","link":"https:\/\/www.exprivia.it\/es\/reflexiones\/historial-del-caso\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\/","title":{"rendered":"Planificaci\u00f3n inteligente de materiales para MASTER ITALIA: IA en Log\u00edstica"},"content":{"rendered":"

Necesidades<\/strong><\/h2>\n

El objetivo del proyecto era identificar algoritmos para optimizar el almac\u00e9n<\/strong> (gestionados por kanban seg\u00fan la metodolog\u00eda \u00ablean\u00bb), hacer la log\u00edstica interna m\u00e1s eficiente y, al mismo tiempo, aumentar el servicio al cliente.<\/p>\n

El escenario impon\u00eda restricciones para mitigar los tiempos de inactividad en la producci\u00f3n<\/strong> causados por inventarios no alineados con las necesidades de producci\u00f3n y la mejora de la programaci\u00f3n de producci\u00f3n<\/strong> para una gesti\u00f3n m\u00e1s eficiente de los recursos.<\/p>\n

Soluci\u00f3n Exprivia<\/h2>\n

Exprivia ha adoptado un enfoque multidisciplinar, utilizando t\u00e9cnicas de Inteligencia Artificial<\/strong> para identificar \u00f3rdenes an\u00f3malas, y tambi\u00e9n ha empleado simulaciones estad\u00edsticas<\/strong> para optimizar las pol\u00edticas de stock y la gesti\u00f3n de kanbans.<\/p>\n

En particular, la creaci\u00f3n de modelos anal\u00edticos basados en el estudio de series temporales<\/strong> (coincidiendo con el consumo de materiales de producci\u00f3n) ha hecho posible identificar aquellos materiales particularmente \u00abde alta rotaci\u00f3n\u00bb para los cuales se ha implementado una l\u00f3gica de evoluci\u00f3n de la metodolog\u00eda cl\u00e1sica kanban, ofreciendo una serie de ideas para apoyar la planificaci\u00f3n de la producci\u00f3n y el gestor de stock.<\/p>\n

Adem\u00e1s, se utilizaron simulaciones estad\u00edsticas basadas en la t\u00e9cnica de Montecarlo para proporcionar un An\u00e1lisis de Hipot\u00e9tica capaz de comparar ambos escenarios, es decir, la gesti\u00f3n de inventario con y sin \u00ab\u00f3rdenes jumbo\u00bb, que representan picos en los requisitos de productos semiacabados que ocurren sin previo aviso.<\/p>\n

Se ha implementado una plataforma integrada<\/strong> para gestionar eficazmente pedidos \u00abjumbo\u00bb que requieren una gran cantidad de material y que requieren procesos de fabricaci\u00f3n ad hoc, con un panel espec\u00edfico para monitorizar el rendimiento y los resultados.<\/p>\n

Las tecnolog\u00edas utilizadas incluyen Docker para una gesti\u00f3n consistente de aplicaciones, una pila Python para algoritmos avanzados de aprendizaje autom\u00e1tico y Grafana para visualizaci\u00f3n de datos en tiempo real.<\/p>\n

Resultados<\/h2>\n

Gracias a la implementaci\u00f3n de la Planificaci\u00f3n Inteligente de Materiales, MASTER ITALY ha logrado resultados extraordinarios:<\/p>\n

    \n
  • Minimizaci\u00f3n del tiempo de inactividad en la producci\u00f3n<\/strong>, asegurando una continuidad operativa sin precedentes.<\/li>\n
  • Mejor planificaci\u00f3n<\/strong>, con un aumento en la capacidad de programaci\u00f3n de las actividades de producci\u00f3n.<\/li>\n
  • Optimizaci\u00f3n de existencias<\/strong> con reducci\u00f3n de kanbans en almacenes de supermercados.<\/li>\n<\/ul>\n

    El proyecto Smart Material Planning demostr\u00f3 c\u00f3mo la innovaci\u00f3n tecnol\u00f3gica puede transformar la cadena de suministro<\/strong>.<\/p>\n

    Exprivia ha proporcionado a MASTER ITALY las herramientas necesarias para optimizar procesos, reducir costes y mejorar la eficiencia global. Con esta soluci\u00f3n, MASTER ITALIA se ha posicionado en un contexto competitivo, preparado para afrontar la volatilidad del mercado moderno. <\/p>\n","protected":false},"excerpt":{"rendered":"

    Proyecto de Planificaci\u00f3n Inteligente de Materiales: una soluci\u00f3n innovadora dise\u00f1ada para optimizar los costes log\u00edsticos internos y mejorar la gesti\u00f3n de los stocks<\/p>\n","protected":false},"author":2,"featured_media":8571,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[133],"tags":[156,137,147],"class_list":["post-8570","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-historial-del-caso","tag-industrial","tag-inteligencia-artificial","tag-sap"],"acf":[],"yoast_head":"\nPlanificaci\u00f3n inteligente de materiales para MASTER ITALIA: IA en Log\u00edstica - Exprivia<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.exprivia.it\/es\/reflexiones\/historial-del-caso\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Planificaci\u00f3n inteligente de materiales para MASTER ITALIA: IA en Log\u00edstica\" \/>\n<meta property=\"og:description\" content=\"Proyecto de Planificaci\u00f3n Inteligente de Materiales: una soluci\u00f3n innovadora dise\u00f1ada para optimizar los costes log\u00edsticos internos y mejorar la gesti\u00f3n de los stocks\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.exprivia.it\/es\/reflexiones\/historial-del-caso\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\/\" \/>\n<meta property=\"og:site_name\" content=\"Exprivia\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-30T12:17:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-04T15:48:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.exprivia.it\/wp-content\/uploads\/2025\/12\/close-up-train-window-with-reflection-building-window-scaled-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1435\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Miriam Monza\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Miriam Monza\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.exprivia.it\\\/es\\\/reflexiones\\\/historial-del-caso\\\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.exprivia.it\\\/es\\\/reflexiones\\\/historial-del-caso\\\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\\\/\"},\"author\":{\"name\":\"Miriam Monza\",\"@id\":\"https:\\\/\\\/www.exprivia.it\\\/es\\\/#\\\/schema\\\/person\\\/543ab08cfff58e9805ddbe963d53392e\"},\"headline\":\"Planificaci\u00f3n inteligente de materiales para MASTER ITALIA: IA en Log\u00edstica\",\"datePublished\":\"2024-10-30T12:17:41+00:00\",\"dateModified\":\"2026-06-04T15:48:19+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.exprivia.it\\\/es\\\/reflexiones\\\/historial-del-caso\\\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\\\/\"},\"wordCount\":462,\"image\":{\"@id\":\"https:\\\/\\\/www.exprivia.it\\\/es\\\/reflexiones\\\/historial-del-caso\\\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.exprivia.it\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/close-up-train-window-with-reflection-building-window-scaled-1.jpg\",\"keywords\":[\"Industrial\",\"Inteligencia artificial\",\"SAP\"],\"articleSection\":[\"Historial del caso\"],\"inLanguage\":\"es\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.exprivia.it\\\/es\\\/reflexiones\\\/historial-del-caso\\\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\\\/\",\"url\":\"https:\\\/\\\/www.exprivia.it\\\/es\\\/reflexiones\\\/historial-del-caso\\\/planificacion-inteligente-de-materiales-para-master-italia-ia-en-logistica\\\/\",\"name\":\"Planificaci\u00f3n inteligente de materiales para MASTER ITALIA: IA en Log\u00edstica - 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