{"id":108631,"date":"2026-07-16T19:37:16","date_gmt":"2026-07-16T19:37:16","guid":{"rendered":"https:\/\/www.europesays.com\/ai\/108631\/"},"modified":"2026-07-16T19:37:16","modified_gmt":"2026-07-16T19:37:16","slug":"walmart-supply-chain-technology-ai-digital-twins-and-agentic-models-in-2026-news-and-statistics","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ai\/108631\/","title":{"rendered":"Walmart Supply Chain Technology: AI, Digital Twins, and Agentic Models in 2026 &#8211; News and Statistics"},"content":{"rendered":"<p>\n\t\t\t\t\t\t\t\t\t\t\t\tJul 16, 2026\t\t\t\t\t<\/p>\n<p><a href=\"https:\/\/app.indexbox.io\/companies\/profile\/3237197\/\" target=\"_blank\" rel=\"noopener nofollow\">Walmart<\/a>&#8216;s <a href=\"https:\/\/www.indexbox.io\/store\/branch\/logistics-supply-chain-management\/\" target=\"_blank\" rel=\"nofollow noopener\">supply chain technology<\/a> team has long used predictive models, but the retailer now has access to more data and AI tools to navigate a complex environment, according to Indira Uppuluri, <a href=\"https:\/\/www.indexbox.io\/store\/united-states\/\" target=\"_blank\" rel=\"nofollow noopener\">Walmart<\/a>&#8216;s senior vice president of supply chain technology. The company collects data on weather patterns and customer purchase history, and machine learning has enhanced the insights available to supply chain technology teams.<\/p>\n<p>Uppuluri stated that Walmart has access to the large language models and open source models popular among enterprises. The company&#8217;s data science and optimization teams also build custom AI tools to meet business needs. Walmart partners with OpenAI and <a href=\"https:\/\/app.indexbox.io\/companies\/profile\/4125234\/\" target=\"_blank\" rel=\"noopener nofollow\">Google<\/a> on role-specific AI certifications offered through its associate-facing platform, Squiggly, which encourages employees to create their own tools.<\/p>\n<p>The supply chain technology team manages the company&#8217;s nodes\u2014where products are received, processed, stored, or shipped\u2014as well as its fulfillment engine, which sources inventory and refines delivery standards. The team also oversees technology for inbound, outbound, and middle mile transportation. This challenge is growing as same-day delivery becomes more common; Walmart-owned Sam&#8217;s Club introduced a one-hour delivery option in April.<\/p>\n<p>Agentic AI and Digital Twins<\/p>\n<p>Uppuluri said her team uses AI models and agents to optimize the behind-the-scenes aspects of product management. Rather than examining one node at a time, associates can access agents that show how company resources are being used overall and how to optimize them or address bottlenecks. She noted that the team is balancing and optimizing assortment, speed, and cost through the supply chain.<\/p>\n<p>The year 2026 has been marked by turbulence driven by tariffs and geopolitical factors, making it difficult for supply chain leaders. Extreme weather or environmental disruptions add to the challenge. Much of supply chain management involves preparing for and reacting to events that hinder product movement. Uppuluri said her teams can sometimes anticipate disruptive events like weather, but often cannot.<\/p>\n<p>The same internal platform that helps move products efficiently also helps Walmart prepare for rapid, unexpected changes. Uppuluri&#8217;s team uses modeling tools and digital twin technology to test how the network might respond to facility closures, transportation delays, or sudden shifts in customer demand. Transportation teams use virtual replicas of the company&#8217;s logistics network to simulate goods movement under stress. She explained that if a fire occurs somewhere, the systems behind the scenes use data to generate actions, and associates can implement those recommendations.<\/p>\n<p>Uppuluri indicated that the supply chain industry has evolved alongside AI, from stochastic models to large language models and now to AI agents and agentic work. The combination of technologies used will continue to evolve over time, as both the supply chain and the models behind it evolve.<\/p>\n<p>\t\t1. INTRODUCTION<\/p>\n<p class=\"text-secondary fs-6\">Making Data-Driven Decisions to Grow Your Business<\/p>\n<p>\t\t\t\tREPORT DESCRIPTION<br \/>\n\t\t\t\tRESEARCH METHODOLOGY AND THE AI PLATFORM<br \/>\n\t\t\t\tDATA-DRIVEN DECISIONS FOR YOUR BUSINESS<br \/>\n\t\t\t\tGLOSSARY AND SPECIFIC TERMS<\/p>\n<p>\t\t2. EXECUTIVE SUMMARY<\/p>\n<p class=\"text-secondary fs-6\">A Quick Overview of Market Performance<\/p>\n<p>\t\t\t\tKEY FINDINGS<br \/>\n\t\t\t\tMARKET TRENDS <a class=\"px-2\" href=\"https:\/\/www.indexbox.io\/licenses\/\" target=\"_blank\" rel=\"nofollow noopener\">This Chapter is Available Only for the Professional Edition<\/a>PRO<\/p>\n<p>\t\t3. MARKET OVERVIEW<\/p>\n<p class=\"text-secondary fs-6\">Understanding the Current State of The Market and its Prospects<\/p>\n<p>\t\t\t\tMARKET SIZE: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tCONSUMPTION BY COUNTRY: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tMARKET FORECAST TO 2035<\/p>\n<p>\t\t4. MOST PROMISING PRODUCTS FOR DIVERSIFICATION<\/p>\n<p class=\"text-secondary fs-6\">Finding New Products to Diversify Your Business<\/p>\n<p>\t\t\t\tTOP PRODUCTS TO DIVERSIFY YOUR BUSINESS<br \/>\n\t\t\t\tBEST-SELLING PRODUCTS<br \/>\n\t\t\t\tMOST CONSUMED PRODUCTS<br \/>\n\t\t\t\tMOST TRADED PRODUCTS<br \/>\n\t\t\t\tMOST PROFITABLE PRODUCTS FOR EXPORT<\/p>\n<p>\t\t5. MOST PROMISING SUPPLYING COUNTRIES<\/p>\n<p class=\"text-secondary fs-6\">Choosing the Best Countries to Establish Your Sustainable Supply Chain<\/p>\n<p>\t\t\t\tTOP COUNTRIES TO SOURCE YOUR PRODUCT<br \/>\n\t\t\t\tTOP PRODUCING COUNTRIES<br \/>\n\t\t\t\tTOP EXPORTING COUNTRIES<br \/>\n\t\t\t\tLOW-COST EXPORTING COUNTRIES<\/p>\n<p>\t\t6. MOST PROMISING OVERSEAS MARKETS<\/p>\n<p class=\"text-secondary fs-6\">Choosing the Best Countries to Boost Your Export<\/p>\n<p>\t\t\t\tTOP OVERSEAS MARKETS FOR EXPORTING YOUR PRODUCT<br \/>\n\t\t\t\tTOP CONSUMING MARKETS<br \/>\n\t\t\t\tUNSATURATED MARKETS<br \/>\n\t\t\t\tTOP IMPORTING MARKETS<br \/>\n\t\t\t\tMOST PROFITABLE MARKETS<\/p>\n<p>\t\t7. PRODUCTION<\/p>\n<p class=\"text-secondary fs-6\">The Latest Trends and Insights into The Industry<\/p>\n<p>\t\t\t\tPRODUCTION VOLUME AND VALUE: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tPRODUCTION BY COUNTRY: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<\/p>\n<p>\t\t8. IMPORTS<\/p>\n<p class=\"text-secondary fs-6\">The Largest Import Supplying Countries<\/p>\n<p>\t\t\t\tIMPORTS: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tIMPORTS BY COUNTRY: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tIMPORT PRICES BY COUNTRY: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<\/p>\n<p>\t\t9. EXPORTS<\/p>\n<p class=\"text-secondary fs-6\">The Largest Destinations for Exports<\/p>\n<p>\t\t\t\tEXPORTS: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tEXPORTS BY COUNTRY: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tEXPORT PRICES BY COUNTRY: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<\/p>\n<p>\t\t10. PROFILES OF MAJOR PRODUCERS<\/p>\n<p class=\"text-secondary fs-6\">The Largest Producers on The Market and Their Profiles<\/p>\n<p>                        11. COUNTRY PROFILES<\/p>\n<p class=\"text-secondary fs-6\">The Largest Markets And Their Profiles<\/p>\n<p>                        <a class=\"pe-2 fs-5 mb-2\" target=\"_blank\" href=\"https:\/\/www.indexbox.io\/licenses\/\" rel=\"nofollow noopener\">This Chapter is Available Only for the Professional Edition<\/a><br \/>\n                        PRO<\/p>\n<p>11.1<\/p>\n<p>United States<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.2<\/p>\n<p>China<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.3<\/p>\n<p>Japan<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.4<\/p>\n<p>Germany<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.5<\/p>\n<p>United Kingdom<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.6<\/p>\n<p>France<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.7<\/p>\n<p>Brazil<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.8<\/p>\n<p>Italy<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.9<\/p>\n<p>Russian Federation<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.10<\/p>\n<p>India<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.11<\/p>\n<p>Canada<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.12<\/p>\n<p>Australia<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.13<\/p>\n<p>Republic of Korea<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.14<\/p>\n<p>Spain<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.15<\/p>\n<p>Mexico<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.16<\/p>\n<p>Indonesia<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.17<\/p>\n<p>Netherlands<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.18<\/p>\n<p>Turkey<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.19<\/p>\n<p>Saudi Arabia<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.20<\/p>\n<p>Switzerland<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.21<\/p>\n<p>Sweden<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.22<\/p>\n<p>Nigeria<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.23<\/p>\n<p>Poland<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.24<\/p>\n<p>Belgium<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.25<\/p>\n<p>Argentina<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.26<\/p>\n<p>Norway<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.27<\/p>\n<p>Austria<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.28<\/p>\n<p>Thailand<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.29<\/p>\n<p>United Arab Emirates<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.30<\/p>\n<p>Colombia<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.31<\/p>\n<p>Denmark<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.32<\/p>\n<p>South Africa<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.33<\/p>\n<p>Malaysia<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.34<\/p>\n<p>Israel<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.35<\/p>\n<p>Singapore<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.36<\/p>\n<p>Egypt<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.37<\/p>\n<p>Philippines<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.38<\/p>\n<p>Finland<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.39<\/p>\n<p>Chile<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.40<\/p>\n<p>Ireland<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.41<\/p>\n<p>Pakistan<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.42<\/p>\n<p>Greece<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.43<\/p>\n<p>Portugal<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.44<\/p>\n<p>Kazakhstan<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.45<\/p>\n<p>Algeria<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.46<\/p>\n<p>Czech Republic<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.47<\/p>\n<p>Qatar<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.48<\/p>\n<p>Peru<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.49<\/p>\n<p>Romania<\/p>\n<p>Market SizeProductionImportsExports<\/p>\n<p>11.50<\/p>\n<p>Vietnam<\/p>\n<p>Market SizeProductionImportsExports<br \/>\n\t\tLIST OF TABLES<\/p>\n<p>\t\t\t\tKey Findings In 2025<br \/>\n\t\t\t\tMarket Volume, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tMarket Value: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tPer Capita Consumption, by Country, 2022\u20132025<br \/>\n\t\t\t\tProduction, In Physical Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Physical Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Value Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImport Prices, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExports, In Physical Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExports, In Value Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExport Prices, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<\/p>\n<p>\t\tLIST OF FIGURES<\/p>\n<p>\t\t\t\tMarket Volume, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tMarket Value: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tConsumption, by Country, 2025<br \/>\n\t\t\t\tMarket Volume Forecast to 2035<br \/>\n\t\t\t\tMarket Value Forecast to 2035<br \/>\n\t\t\t\tMarket Size and Growth, By Product<br \/>\n\t\t\t\tAverage Per Capita Consumption, By Product<br \/>\n\t\t\t\tExports and Growth, By Product<br \/>\n\t\t\t\tExport Prices and Growth, By Product<br \/>\n\t\t\t\tProduction Volume and Growth<br \/>\n\t\t\t\tExports and Growth<br \/>\n\t\t\t\tExport Prices and Growth<br \/>\n\t\t\t\tMarket Size and Growth<br \/>\n\t\t\t\tPer Capita Consumption<br \/>\n\t\t\t\tImports and Growth<br \/>\n\t\t\t\tImport Prices<br \/>\n\t\t\t\tProduction, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tProduction, In Value Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tProduction, by Country, 2025<br \/>\n\t\t\t\tProduction, In Physical Terms, by Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Value Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Physical Terms, By Country, 2025<br \/>\n\t\t\t\tImports, In Physical Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Value Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImport Prices, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExports, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExports, In Value Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExports, In Physical Terms, By Country, 2025<br \/>\n\t\t\t\tExports, In Physical Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExports, In Value Terms, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExport Prices, By Country: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<\/p>\n","protected":false},"excerpt":{"rendered":"Jul 16, 2026 Walmart&#8216;s supply chain technology team has long used predictive models, but the retailer now has&hellip;\n","protected":false},"author":2,"featured_media":108632,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[179,7493,1998,37756,132,50,157,2031,56117,56118,993,1427],"class_list":["post-108631","post","type-post","status-publish","format-standard","has-post-thumbnail","category-agentic-ai","tag-agentic-ai","tag-agentic-artificial-intelligence","tag-ai-tools","tag-digital-twin","tag-google","tag-machine-learning","tag-openai","tag-predictive-models","tag-sams-club","tag-squiggly","tag-supply-chain","tag-walmart"],"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/108631","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/comments?post=108631"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/posts\/108631\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media\/108632"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/media?parent=108631"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/categories?post=108631"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ai\/wp-json\/wp\/v2\/tags?post=108631"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}