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multi-echelon inventory optimization
July 7, 2026
Why Data Sharing Is the Missing Link in AI-Powered Supply Chains
Artificial intelligence (AI) is rapidly reshaping supply chain operations. From improving demand forecasting and inventory management to increasing operational efficiency, organizations across industries are investing heavily in AI to gain a competitive edge. Yet many companies overlook a critical requirement for AI success: access to trusted, high-quality data shared across the supply chain ecosystem. Supply chains have always relied on collaboration among suppliers, manufacturers, distributors, and retailers. In the AI era, that collaboration must become more intelligent. Organizations need timely, secure data exchange, both upstream and downstream, to provide AI systems with the information required to generate accurate insights and recommendations. When suppliers share real-time information about inventory levels, delivery schedules, and raw material quality, manufacturers can improve planning, reduce risk, and respond more quickly to disruptions. Likewise, when retailers share data about customer demand, inventory positions, and satisfaction levels, manufacturers can better align production and distribution with actual market needs. The result is a leaner, more agile, and more profitable supply chain. Despite these benefits, many organizations are still hesitant to share data. Concerns about security, intellectual property protection, competitive exposure, and integration complexity continue to create barriers. However, these challenges can be addressed through strong data governance, clear…
May 21, 2021
This Week In Supply Chain Now: May 17th – 21st
It’s been an exciting week here at Supply Chain Now! Get ready to hear all the latest episodes, interviews, conversations, and livestreams from this week right here. On Monday, we released 3 new episodes! In this episode of Supply Chain Now, we introduced the relaunch of our Supply Chain Real Estate series, in partnership with Prologis. Special host Ward Richmond of Colliers International joined our Supply Chain Now host Scott Luton to welcome Melinda McLaughlin and Megan Creecy-Herman of Prologis to the show. On This Week in Business History, Scott Luton shares 9 Things you Didn’t Know About Tina Fey. On Supply Chain Now en Espanol, host Enrique Alvarez welcomed José Luis Silva Vázquez with Dux Capital to hear stories from his childhood and how self-motivation and taking risks have gotten him where he is today. On Tuesday, we released 2 new episodes! On this episode of TEKTOK, Kelly Barner and Enrique Alvarez joined Karin Bursa and Scott Luton to discuss how the industry has bounced back since the pandemic began and how far we’ve come on a few important themes around digital supply chain and procurement. On TECHquila Sunrise, host Greg White continued his conversation with stealthy startup co-founder…