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supply chain forecasting accuracy
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……
supply chain planning
January 16, 2026
Breaking Down Silos and Gaining Speed: Manhattan Associates on Unifying Planning and Execution
At the Gartner Supply Chain Planning Summit in Denver, Scott Luton sat down with two leaders from Manhattan Associates—Brett Lindner, Director of Product for Supply Chain Planning, and Ryan Gifford—Senior Director of Strategic Business Development. Together, the conversations painted a clear picture of one of the most persistent challenges in supply chain—and one of the biggest opportunities ahead: unifying planning and execution to drive agility, visibility, and better outcomes. A Unified View of the Supply Chain Manhattan Associates is widely known for its strength in supply chain execution, spanning warehouse management, transportation management, labor management, and order management. As both Lindner and Gifford emphasized, what differentiates Manhattan today is its unified platform that brings execution and planning together—not as loosely connected systems, but as a single, cohesive foundation. Lindner explained that Manhattan helps companies model and design their future supply chains, enabling better planning decisions that directly inform execution. Gifford echoed that point, describing Manhattan’s approach as “two formerly siloed applications now dancing in unison”—all driven by a shared inventory and decision framework. The Old Problem That Won’t Go Away: Silos When asked about old and new challenges in supply chain planning, both leaders pointed to the same…