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uncertainty in supply chain
February 19, 2026

Building for Uncertainty: Stefan Groschupf on Reimagining Supply Chain AI at Manifest 2026

A Legacy Behind the Mission At Manifest 2026 in Las Vegas, Scott Luton sat down with Stefan Groschupf, CEO & Founder of Centrum AI, to discuss how a new generation of technology is being purpose-built for today’s supply chain realities, rather than yesterday’s assumptions. What began with a lighthearted joke about multivitamins quickly turned personal. When Scott quipped that “Centrum” reminded him of a vitamin from the eighties and nineties, Stefan shared the real inspiration behind the name. “My dad… the biggest building he constructed was called Centrum,” he explained. “That was the inspiration. His legacy, a head nod to him.” For Stefan, the company name represents more than branding; it reflects a mission rooted in impact and responsibility.   Designing for Today’s Reality “We’re building a new tech platform for the supply chain industry that is really built on the foundation of the reality today,” Stefan said. That reality includes uncertainty, dirty data, data silos, and geopolitical shifts that are reshaping global trade. He offered a simple example: in many ERP systems, a lead time is entered as a fixed number — say 15 days. “That’s of course nonsense,” Stefan noted. “It’s anywhere between nine days and 18 days……
reverse logistics
January 28, 2026

Why Can’t America Train Workers for a Trillion-Dollar Industry?

Inside the reverse logistics education gap and the economic blind spot keeping it invisible Special Guest Blog Post written by Deborah Dull   Tony Sciarrotta has been asking the same question at industry conferences for years. As the Senior Director of Circularity and Reverse Logistics at the National Retail Federation, he knows what answer he’s going to get. But he keeps asking anyway. “Anybody in here go to school for returns management, reverse logistics, circularity? Any degrees in those fields the room?” It’s rare that anyone raises their hand. “That’s what’s wrong with our industry,” Sciarrotta told me at NRF Rev this January, the first conference under NRF’s new reverse logistics banner. “We still need to fix it.”   The Numbers That Should Make Headlines Here’s what makes reverse logistics so fascinating: the scale is staggering, but the infrastructure to support it needs to be stronger. According to the National Retail Federation, American retailers processed approximately $890 billion in returns in 2024 which is roughly 17% of all retail sales – and it’s higher for ecommerce. But that number almost certainly understates reality. “We have a fragmented industry,” Sciarrotta explained. “Where are all those returns going? It has to be…