{"id":45,"date":"2026-09-30T11:14:57","date_gmt":"2026-09-30T14:14:57","guid":{"rendered":"https:\/\/beta.smartservices.com.ar\/?post_type=case&#038;p=45"},"modified":"2026-09-30T15:43:55","modified_gmt":"2026-09-30T18:43:55","slug":"monthly-production-purchasing-forecast","status":"publish","type":"case","link":"https:\/\/www.smartservices.com.ar\/en\/cases\/monthly-production-purchasing-forecast\/","title":{"rendered":"Monthly production and purchasing forecast"},"content":{"rendered":"<section class=\"public-hero\">\n<div class=\"container public-shell\">\n<p class=\"public-kicker\">DOCUMENTED CASE \u00b7 MANUFACTURING<\/p>\n<div class=\"public-hero__grid\">\n<h1>Monthly production and purchasing forecast.<\/h1>\n<p>A concrete operational change, measured from the documented baseline.<\/p>\n<\/div>\n<\/div>\n<\/section>\n<div class=\"public-body case-page\">\n<div class=\"container public-shell\">\n<section class=\"case-metric\">\n<div><span>BEFORE<\/span><strong>~11<\/strong><small>DAYS<\/small><\/div>\n<p><b aria-hidden=\"true\">\u2192<\/b><\/p>\n<div><span>RESULT<\/span><strong>~1<\/strong><small>MINUTE<\/small><\/div>\n<\/section>\n<section class=\"public-split\">\n<div>\n<p class=\"public-kicker\">CONTEXT<\/p>\n<h2>A monthly forecast built from real information across multiple sources.<\/h2>\n<\/div>\n<div>\n<p>The process required approximately 11 days of work to gather and process production and purchasing information.<\/p>\n<\/div>\n<\/section>\n<section class=\"public-split\">\n<div>\n<p class=\"public-kicker\">INTERVENTION<\/p>\n<h2>One operating flow, not a single technology claim.<\/h2>\n<\/div>\n<div>\n<p>An autonomous system and agent gathers and processes real information from multiple sources.<\/p>\n<p>The intervention combined process design, information, systems integration, automation, and agent logic according to context. The outcome is not attributed solely to AI.<\/p>\n<\/div>\n<\/section>\n<section class=\"public-split\">\n<div>\n<p class=\"public-kicker\">RESULT<\/p>\n<h2>From approximately 11 days to about 1 minute.<\/h2>\n<\/div>\n<div>\n<p>The result belongs to this specific implementation. It does not imply the same outcome for another process or organization.<\/p>\n<\/div>\n<\/section>\n<section class=\"public-cta\">\n<h2>Which process should work better?<\/h2>\n<p><a href=\"\/en\/assess-a-process\/\" data-analytics-event=\"primary_cta_click\" data-analytics-location=\"case_detail\">Assess a process <span aria-hidden=\"true\">\u2192<\/span><\/a><\/section>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>An autonomous system and agent reduced monthly forecast processing from approximately 11 days to about 1 minute.<\/p>\n","protected":false},"featured_media":41,"template":"","business_outcome":[],"class_list":["post-45","case","type-case","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.1 (Yoast SEO v28.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Manufacturing forecast automation case | Smartservices<\/title>\n<meta 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