{"id":4252,"date":"2025-06-12T15:04:25","date_gmt":"2025-06-12T13:04:25","guid":{"rendered":"https:\/\/abcdconsulting.it\/non-categorizzato\/collaboration-with-politecnico-di-milano-developing-an-advanced-demand-forecasting-model\/"},"modified":"2025-11-24T15:18:58","modified_gmt":"2025-11-24T14:18:58","slug":"collaboration-with-politecnico-di-milano-developing-an-advanced-demand-forecasting-model","status":"publish","type":"post","link":"https:\/\/abcdconsulting.it\/en\/news-en\/collaboration-with-politecnico-di-milano-developing-an-advanced-demand-forecasting-model\/","title":{"rendered":"Collaboration with Politecnico di Milano: developing an advanced demand forecasting model"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4252\" class=\"elementor elementor-4252 elementor-3575\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-951ba5e e-flex e-con-boxed e-con e-parent\" data-id=\"951ba5e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-40cafbd e-con-full e-flex e-con e-child\" data-id=\"40cafbd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ccd9a92 elementor-widget elementor-widget-text-editor\" data-id=\"ccd9a92\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>A group of master\u2019s students in <b>Management Engineering at the Politecnico di Milano<\/b> worked with one of our clients on a project focused on developing a weekly demand forecasting model.<\/p>\n<p>The goal was to create a tool capable of supporting the company\u2019s production decisions by ensuring dynamic stock coverage over a flexible time horizon, with weekly-level detail\u2014including <a href=\"https:\/\/abcdconsulting.it\/en\/services\/supply-chain-demand-planning\/\">demand calculation<\/a> for newly launched products.<\/p>\n<p>The project involved several phases: data cleaning and preparation, development of a dynamic forecasting model, item-by-item inventory optimization, and the creation of an interactive AI-powered dashboard to facilitate operational decision-making.<\/p>\n<p>The outcome is a data-driven decision-making process that allows for more effective production planning, faster responsiveness to market fluctuations, improved inventory management, and higher customer satisfaction.<\/p>\n<p>This collaboration with Politecnico di Milano represents an important opportunity for us to integrate innovation and academic expertise into the solutions we provide every day.<br><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d889e2c e-con-full e-flex e-con e-child\" data-id=\"d889e2c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5ffbd07 elementor-position-inline-start elementor-mobile-position-inline-start elementor-view-default elementor-widget elementor-widget-icon-box\" data-id=\"5ffbd07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/www.osservatori.net\/supply-chain-planning\/\" target=\"_blank\" rel=\"nofollow noopener\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"More info\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-external-link-alt\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.osservatori.net\/supply-chain-planning\/\" target=\"_blank\" rel=\"nofollow noopener\">\n\t\t\t\t\t\t\tMore info\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>A group of master\u2019s students in Management Engineering at the Politecnico di Milano worked with one of our clients on a project focused on developing a weekly demand forecasting model. The goal was to create a tool capable of supporting the company\u2019s production decisions by ensuring dynamic stock coverage over a flexible time horizon, with [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":3611,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[56],"tags":[],"class_list":["post-4252","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-en"],"_links":{"self":[{"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/posts\/4252","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/comments?post=4252"}],"version-history":[{"count":3,"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/posts\/4252\/revisions"}],"predecessor-version":[{"id":4255,"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/posts\/4252\/revisions\/4255"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/media\/3611"}],"wp:attachment":[{"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/media?parent=4252"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/categories?post=4252"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/abcdconsulting.it\/en\/wp-json\/wp\/v2\/tags?post=4252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}