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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 28, 2021

This Week In Supply Chain Now: May 24th – 28th

What’s been happening at Supply Chain Now? This week, our program hosts welcomed many special guests this week to talk about startup growth, manufacturing, procurement, and, of course, supply chain! Check out the latest interviews, conversations, and podcast episodes right here! On Monday, we released 2 new episodes! In this episode of Dial P for Procurement, hosts Kelly Barner, Scott Luton, and Kim Winter welcome special guest Sam Achampong to talk about why it’s absolutely crucial for procurement to be aligned with your overall business strategy. On This Week in Business History, host Scott Luton delves into the story of Dr. Lillian Gilbreth, whom many refer to as “the Mother of Modern Management” and “America’s First Lady of Engineering”. On Tuesday, we released 2 new episodes! On this episode of Supply Chain Now, Lora Cecere, Founder of Supply Chain Insights, sat down with Scott Luton and Greg White to discuss COVID-19’s impact on software development, chip shortages, supply chain performance metrics, and more! On TECHquila Sunrise, host Greg White welcomed Jack Freeman of PeakSpan Capital to hear his path from startup to the investor seat, including what he’s learned, what he’s still learning and some new areas that he’s getting…