{"id":17139,"date":"2020-11-27T15:04:43","date_gmt":"2020-11-27T14:04:43","guid":{"rendered":"https:\/\/www.predictland.com\/casos-de-exito\/demand-forecast-for-newly-created-products\/"},"modified":"2025-02-17T16:17:25","modified_gmt":"2025-02-17T15:17:25","slug":"demand-forecast-for-newly-created-products","status":"publish","type":"caso-de-exito","link":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/","title":{"rendered":"Demand forecast for newly created products"},"content":{"rendered":"\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-medium-font-size\">PredictLand designs a solution that meets the challenge of anticipating sales of new and recently incorporated products of the brewery with the largest market share in Spain, Mahou San Miguel, improving efficiency in Sales &amp; Operations processes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Customer<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.mahou-sanmiguel.com\/\">Mahou San Miguel<\/a> is a 100% Spanish family-owned company, leader in the beer sector in our country and with a production share of more than 32%.<\/p>\n\n\n\n<p>It has 11 brewing centers (eight in Spain, one in India and two in the USA) and four water springs with their bottling plants. It produces more than 70% of the Spanish beer consumed in the world and is present in more than 70 countries. <\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"450\" height=\"183\" src=\"https:\/\/www.predictland.com\/wp-content\/uploads\/Screenshot_9.png\" alt=\"Mahou San Miguel\" class=\"wp-image-2852\" srcset=\"https:\/\/www.predictland.com\/wp-content\/uploads\/Screenshot_9.png 450w, https:\/\/www.predictland.com\/wp-content\/uploads\/Screenshot_9-400x163.png 400w\" sizes=\"auto, (max-width: 450px) 100vw, 450px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<h2 class=\"wp-block-heading\">Challenge<\/h2>\n\n<p>MSM has implemented JDA as a system to make Demand Forecasts for its products, which in general, for Traditional Beers, offers acceptable results, but not so for the so-called Innovation Beers.<\/p>\n\n<p>Likewise, the Commercial Department, based on the Forecasts made by JDA, adjusts them to obtain other Forecasts, called the Commercial Forecasts. In the case of Innovation Beers, the results of these Commercial Forecasts are not satisfactory either. <\/p>\n\n<p>The peculiarity of Innovation Beers is that they usually have very little Sales History (less than three years), or even nonexistent in the case of New Beers that have not yet been launched on the market.<\/p>\n\n<h2 class=\"wp-block-heading\">Solution<\/h2>\n\n<p>PredictLand has developed a Demand Forecasting Solution for Innovation Beers, both for those with short Sales History and those with no sales yet, using Artificial Intelligence Techniques, to try to exploit as much as possible both internal company data and external data that will impact the demand for these Beers.<\/p>\n\n<p>The Artificial Intelligence solution designed automates the process and improves the accuracy of the sales forecast, with considerable time savings for the sales team and planners.<\/p>\n\n<p>To have the process fully automated and that MSM only needs to review exceptional cases.<\/p>\n\n<p>On the other hand, for new Innovation Beers, MSM is able to anticipate what will be the behavior of their Sales, being able to use this information to make decisions regarding the launching of these Products to the market, as well as the Marketing investment to be made in each of them, etc.<\/p>\n\n<h2 class=\"wp-block-heading\">Testimonials<\/h2>\n\n<p><strong>Camino Die Socias<\/strong><br\/>Demand Planner and S&amp;OP Lead at Mahou San Miguel<\/p>\n\n<p><em>&#8220;PredictLand has helped us solve the problem of demand prediction in innovation by enhancing our SFA with a cutting-edge predictive analytics methodology and with a team that is highly skilled in applying Science to Data and business-oriented.&#8221;<\/em><\/p>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<p><strong>Diego Cala Gonz\u00e1lez<\/strong><br\/>New Business Logistics Coordinator at Mahou San Miguel<\/p>\n\n<p><em>&#8220;Thanks to PredictLand&#8217;s work, we have a Machine Learning solution that allows us to improve the efficiency of demand predictive methods. In addition, they are totally results-oriented and make up a proactive, flexible team with absolute availability.&#8221;<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>PredictLand designs a solution that meets the challenge of anticipating sales of new and recently incorporated products of the brewery with the largest market share&#8230;<\/p>\n","protected":false},"author":4,"featured_media":16067,"menu_order":15,"template":"","class_list":["post-17139","caso-de-exito","type-caso-de-exito","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Demand forecast for newly created products - PredictLand AI<\/title>\n<meta name=\"description\" content=\"Demand forecasting for start-up products using Artificial Intelligence and Big Data for Mahou San Miguel - Demand forecasting for start-up products.\" \/>\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.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Demand forecast for newly created products - PredictLand AI\" \/>\n<meta property=\"og:description\" content=\"Demand forecasting for start-up products using Artificial Intelligence and Big Data for Mahou San Miguel - Demand forecasting for start-up products.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/\" \/>\n<meta property=\"og:site_name\" content=\"PredictLand AI\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/PredictLand\" \/>\n<meta property=\"article:modified_time\" content=\"2025-02-17T15:17:25+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.predictland.com\/wp-content\/uploads\/img-mahou-san-miguel-elegida-un-ano-mas-como-la-cervecera-con-mejor-reputacion-de-espana-934.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1600\" \/>\n\t<meta property=\"og:image:height\" content=\"1067\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@PredictLand\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/demand-forecast-for-newly-created-products\\\/\",\"url\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/demand-forecast-for-newly-created-products\\\/\",\"name\":\"Demand forecast for newly created products - PredictLand AI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/demand-forecast-for-newly-created-products\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/demand-forecast-for-newly-created-products\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.predictland.com\\\/wp-content\\\/uploads\\\/img-mahou-san-miguel-elegida-un-ano-mas-como-la-cervecera-con-mejor-reputacion-de-espana-934.jpg\",\"datePublished\":\"2020-11-27T14:04:43+00:00\",\"dateModified\":\"2025-02-17T15:17:25+00:00\",\"description\":\"Demand forecasting for start-up products using Artificial Intelligence and Big Data for Mahou San Miguel - Demand forecasting for start-up products.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/demand-forecast-for-newly-created-products\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/demand-forecast-for-newly-created-products\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/demand-forecast-for-newly-created-products\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.predictland.com\\\/wp-content\\\/uploads\\\/img-mahou-san-miguel-elegida-un-ano-mas-como-la-cervecera-con-mejor-reputacion-de-espana-934.jpg\",\"contentUrl\":\"https:\\\/\\\/www.predictland.com\\\/wp-content\\\/uploads\\\/img-mahou-san-miguel-elegida-un-ano-mas-como-la-cervecera-con-mejor-reputacion-de-espana-934.jpg\",\"width\":1600,\"height\":1067},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/demand-forecast-for-newly-created-products\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI case studies\",\"item\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/case-studies\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Demand forecast for newly created products\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/\",\"name\":\"PredictLand AI\",\"description\":\"Data is the answer\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.predictland.com\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Demand forecast for newly created products - PredictLand AI","description":"Demand forecasting for start-up products using Artificial Intelligence and Big Data for Mahou San Miguel - Demand forecasting for start-up products.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/","og_locale":"en_US","og_type":"article","og_title":"Demand forecast for newly created products - PredictLand AI","og_description":"Demand forecasting for start-up products using Artificial Intelligence and Big Data for Mahou San Miguel - Demand forecasting for start-up products.","og_url":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/","og_site_name":"PredictLand AI","article_publisher":"https:\/\/www.facebook.com\/PredictLand","article_modified_time":"2025-02-17T15:17:25+00:00","og_image":[{"width":1600,"height":1067,"url":"https:\/\/www.predictland.com\/wp-content\/uploads\/img-mahou-san-miguel-elegida-un-ano-mas-como-la-cervecera-con-mejor-reputacion-de-espana-934.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@PredictLand","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/","url":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/","name":"Demand forecast for newly created products - PredictLand AI","isPartOf":{"@id":"https:\/\/www.predictland.com\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/#primaryimage"},"image":{"@id":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/#primaryimage"},"thumbnailUrl":"https:\/\/www.predictland.com\/wp-content\/uploads\/img-mahou-san-miguel-elegida-un-ano-mas-como-la-cervecera-con-mejor-reputacion-de-espana-934.jpg","datePublished":"2020-11-27T14:04:43+00:00","dateModified":"2025-02-17T15:17:25+00:00","description":"Demand forecasting for start-up products using Artificial Intelligence and Big Data for Mahou San Miguel - Demand forecasting for start-up products.","breadcrumb":{"@id":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/#primaryimage","url":"https:\/\/www.predictland.com\/wp-content\/uploads\/img-mahou-san-miguel-elegida-un-ano-mas-como-la-cervecera-con-mejor-reputacion-de-espana-934.jpg","contentUrl":"https:\/\/www.predictland.com\/wp-content\/uploads\/img-mahou-san-miguel-elegida-un-ano-mas-como-la-cervecera-con-mejor-reputacion-de-espana-934.jpg","width":1600,"height":1067},{"@type":"BreadcrumbList","@id":"https:\/\/www.predictland.com\/en\/case-studies\/demand-forecast-for-newly-created-products\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/www.predictland.com\/en\/"},{"@type":"ListItem","position":2,"name":"AI case studies","item":"https:\/\/www.predictland.com\/en\/case-studies\/"},{"@type":"ListItem","position":3,"name":"Demand forecast for newly created products"}]},{"@type":"WebSite","@id":"https:\/\/www.predictland.com\/en\/#website","url":"https:\/\/www.predictland.com\/en\/","name":"PredictLand AI","description":"Data is the answer","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.predictland.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/www.predictland.com\/en\/wp-json\/wp\/v2\/caso-de-exito\/17139","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictland.com\/en\/wp-json\/wp\/v2\/caso-de-exito"}],"about":[{"href":"https:\/\/www.predictland.com\/en\/wp-json\/wp\/v2\/types\/caso-de-exito"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictland.com\/en\/wp-json\/wp\/v2\/users\/4"}],"version-history":[{"count":1,"href":"https:\/\/www.predictland.com\/en\/wp-json\/wp\/v2\/caso-de-exito\/17139\/revisions"}],"predecessor-version":[{"id":17141,"href":"https:\/\/www.predictland.com\/en\/wp-json\/wp\/v2\/caso-de-exito\/17139\/revisions\/17141"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.predictland.com\/en\/wp-json\/wp\/v2\/media\/16067"}],"wp:attachment":[{"href":"https:\/\/www.predictland.com\/en\/wp-json\/wp\/v2\/media?parent=17139"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}