{"id":46025,"date":"2023-07-28T17:07:30","date_gmt":"2023-07-28T17:07:30","guid":{"rendered":"https:\/\/jedu.sohag-univ.edu.eg\/?p=46025"},"modified":"2026-07-09T23:06:11","modified_gmt":"2026-07-09T23:06:11","slug":"predictive-retail-analytics-a-complete-guide-for","status":"publish","type":"post","link":"https:\/\/jedu.sohag-univ.edu.eg\/?p=46025","title":{"rendered":"Predictive Retail Analytics: A Complete Guide for Retailers"},"content":{"rendered":"<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"258px\" alt=\"predictive analytics in retail\"\/><\/p>\n<p><p>Store managers, ecommerce leads, and ops teams use these dashboards to forecast demand, optimize pricing, and schedule staff with fewer \u201coops\u201d moments. I also evaluate how pricing scales with store count and data volume, since a 5-location retailer and a 200-store chain have very different cost considerations. That ties directly into time-to-value, where I look for prebuilt retail data models and dashboards that get teams to their first usable insights quickly. When I&#8217;m selecting tools for my list, I rank each one on a scale from 0 (does not offer the functionality) to 5 (excels in this area) for each core functionality listed below. Integrations include connections with robust business management tools that empower teams to work productively.<\/p>\n<\/p>\n<p><p>Regular updates on your intranet page <a href=\"https:\/\/northfloridahouse.com\/how-to-make-money-at-the-opening-of-a-retail-store.html\">https:\/\/northfloridahouse.com\/how-to-make-money-at-the-opening-of-a-retail-store.html<\/a> about data usage policies can help build confidence and improve user experience. Communicate your commitment to fairness through workplace communication channels and your corporate intranet. Regularly audit algorithms to ensure fairness and mitigate discriminatory outcomes. HR teams need to act transparently, be fair to employees, and respect their personal information. They used their social  intranet to promote diversity initiatives and gather employee feedback on inclusion efforts, demonstrating how intranet ideas can support broader HR objectives. By analyzing factors like skills, performance, and tenure collected through their employee communication platforms and intranet solution, they achieved a 95% accuracy rate in predicting turnover.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"256px\" alt=\"predictive analytics in retail\"\/><\/p>\n<p><p>Jahan.ai is an Australian startup that offers an AI-driven pricing and promotion optimization platform. Clear Demand and Bungee Tech have merged to build an AI-powered pricing optimization and competitive intelligence platform. Dynamic pricing backed by AI has led to a 25% increase in customer engagement and a 30% rise in conversion rates during flash sales. Crisp acquired Shelf Engine, an AI-powered demand forecasting and automated ordering platform focused on perishable goods. For instance, Belk partnered with antuit.ai on AI-enabled sales forecasting to improve inventory management across stores. McKinsey reports that AI adoption in demand forecasting can reduce <a href=\"https:\/\/floridahomz.com\/rental-of-retail-space-in-the-subway.html\">https:\/\/floridahomz.com\/rental-of-retail-space-in-the-subway.html<\/a> errors by 20% to 50%.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='560' height='316' src='https:\/\/www.youtube.com\/embed\/bBCcFTYtIAw' frameborder='0' alt='predictive analytics in retail' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><h2>Use Cases of Predictive Analytics in Retail<\/h2>\n<\/p>\n<p><p>Predyktable supports supply chain teams in anticipating demand shifts, optimizing resources, and maintaining service levels in an increasingly volatile environment. Retalp, an Indian startup, develops an AI-driven inventory management and allocation platform for retail brands operating across online, offline, and B2B channels. AI-driven inventory control systems enable warehouse optimization, risk management, real-time inventory tracking, demand forecasting, and automated replenishment. AI optimizes <a href=\"https:\/\/labrys.ru\/sk\/room\/what-height-should-be-the-desk-for-the-child-how-to-choose-and-configure-a-growing-desk\/\">https:\/\/labrys.ru\/sk\/room\/what-height-should-be-the-desk-for-the-child-how-to-choose-and-configure-a-growing-desk\/<\/a> stock levels through real-time tracking, predictive analytics, and automation. The platform integrates directly with eCommerce backends and offers smart inventory management, customizable UI\/UX designs, and  express end-to-end shopping journeys.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"255px\" alt=\"predictive analytics in retail\"\/><\/p>\n<ul>\n<li>The accuracy of AI predictive analytics depends more on data quality and model governance than algorithm sophistication.<\/li>\n<li>From autonomous checkouts to real-time inventory management, AI automates physical store operations.<\/li>\n<li>Despite challenges like privacy concerns and technological adoption, predictive analytics offers immense benefits.<\/li>\n<li>Teams bring multiple AWS-based data sources into a single environment to support ad hoc reporting and forward-looking decision-making.<\/li>\n<\/ul>\n<p><p>The growth could be driven by massive ecommerce expansion, mobile-first behavior, and faster AI adoption across the region. They&#8217;ll even support you through the entire buying process, including price negotiations. That said, advanced tools may have a learning curve, but most providers offer training or support to get your team up to speed. Understanding these potential expenses will help you budget effectively and choose a retail analytics solution that aligns with your operational needs and financial considerations. However, understanding the cost structures is crucial to ensure you get the best bang for your buck. Using retail analytics software is like upgrading from a flip phone to a smartphone\u2014it makes everything faster, smarter, and better.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='564' height='311' src='https:\/\/www.youtube.com\/embed\/zI8xJyVAIJU' frameborder='0' alt='predictive analytics in retail' allowfullscreen><\/iframe><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Store managers, ecommerce leads, and ops teams use these dashboards to forecast demand, optimize pricing, and schedule staff with fewer \u201coops\u201d moments. I also evaluate<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[43],"tags":[],"_links":{"self":[{"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=\/wp\/v2\/posts\/46025"}],"collection":[{"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=46025"}],"version-history":[{"count":1,"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=\/wp\/v2\/posts\/46025\/revisions"}],"predecessor-version":[{"id":46026,"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=\/wp\/v2\/posts\/46025\/revisions\/46026"}],"wp:attachment":[{"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=46025"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=46025"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jedu.sohag-univ.edu.eg\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=46025"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}