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dirty data 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……
Supply Chain Disruptions
July 1, 2024
Supply Chain Now’s Guide to Supply Chain Disruptions
The modern supply chain landscape is defined by constant disruption, demanding a proactive approach to challenges. In our guide to supply chain disruptions, we delve into the critical sources of disruption reshaping the industry: climate change, global conflict, and labor disputes. Through data-driven insights and expert analysis, we offer strategies for building resilient supply chains, emphasizing the importance of leveraging technology, supplier management, and collaboration. Read on to learn how to navigate the complexities of supply chain disruptions and thrive in this era of uncertainty. Working in an Era of Supply Chain Disruption At the onset of the supply chain crisis spurred by the COVID-19 pandemic, many in the industry thought that the time of constant disruptions and delays would resolve with the pandemic. This, however, has proven far from true. Instead, our increasingly global supply chain — ever more reliant on a complex network of international transportation partners — is more vulnerable than ever to disruptions. In this section, we’ll look at three sources of disruption transforming the industry. 1. Climate Change Takes its Toll on Normal Operations Climate change is leading to new supply chain vulnerabilities. One significant example is the Panama Canal, a critical artery in global…