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data
December 17, 2025

SAP’s David Vallejo on the New Era of Planning: From Algorithms to Data-Driven Confidence

In a rapidly evolving global supply chain landscape, SAP’s David Vallejo believes the most exciting innovations are happening in planning—and that the industry is entering a fundamentally new era. At the Gartner Supply Chain Planning Summit 2025 in Denver, Vallejo, who leads global product marketing for SAP’s supply chain portfolio, joined Scott Luton to discuss how planning is transforming, why data now sits at the center of competitiveness, and what SAP is doing to help organizations make faster, more confident decisions.   A Shift From ERP-Centric to Data-Centric Vallejo described his team’s role as one that constantly scans the market—identifying trends, customer expectations, and the problems companies will need to solve next. Those insights help shape new innovations across the SAP ecosystem. He noted that SAP has moved decisively from an ERP-centric worldview to a data-centric one. This shift is essential, he argued, because the biggest advantage in modern planning lies in having the right data—clean, connected, contextualized, and ready to drive decisions. As Vallejo put it, “It’s all about the data that I need to make better planning decisions.”   Planning Models Are No Longer Static Reflecting on how planning has evolved since he entered the field two decades…
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…