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supply chain planning
January 7, 2026

ToolsGroup CEO Sean Elliott on Embracing Uncertainty, Probabilistic Planning, and Preparing for an Agentic Future

At the Gartner Supply Chain Planning Summit in Denver, Scott Luton sat down with Sean Elliott, CEO of ToolsGroup, to discuss why uncertainty is no longer something supply chain leaders should fear—and how the right technology can turn volatility into advantage. Elliott brings decades of experience across supply chain execution and planning, a background that shapes his pragmatic leadership philosophy. As he noted, bad plans can cripple even the best execution environments, just as poor execution can undermine well-crafted plans. ToolsGroup’s mission sits squarely at that intersection.   What Makes ToolsGroup Different Elliott described ToolsGroup as one of the few truly probabilistic planning providers in the market. While many vendors claim probabilistic capabilities, most stop at probabilistic forecasting. ToolsGroup goes further by embedding probabilistic thinking across the full breadth of its planning technology. The company’s belief is simple but powerful: uncertainty is not the enemy—it’s an asset. Rather than chasing forecast accuracy for its own sake, ToolsGroup focuses on business outcomes. What planning organizations really care about, Elliott argued, is having the right inventory in the right place at the right time to satisfy customers. Customer satisfaction—driven by availability, pricing, and service—is the ultimate goal. Probabilistic planning enables organizations to…
June 26, 2020

This Week on Supply Chain Now: June 22nd – 26th

Another great week here at Supply Chain Now! Did you catch all the episodes? If not, you can check them all out here: We kicked off the week with This Week in Business History, where Scott looks back at some of the biggest historical events in business history for the week ahead.   Supply Chain Now · “June 22nd- This Week in Business History: The Birth of the Universal Product Code”   Then on Tuesday, Scott and Greg welcomed Jeff Cashman with GreyOrange to the podcast for a conversation on robots, automation, and so much more   Supply Chain Now · “Modern Fulfillment Demands Modern Systems: Jeff Cashman with GreyOrange”   On Wednesday, we launched another new series, TECHquila Sunrise with Greg White, where Greg shares the latest investments, acquisitions, innovations, and glorious implosions in Supply Chain Tech every week.   Supply Chain Now · “The Dawn of a New Day: TECHquila Sunrise with Greg White”   On Thursday we published the Supply Chain Buzz, where Greg and Scott discussed the top supply chain news of the week.   Supply Chain Now · “Supply Chain Buzz for June 22nd: Pharma, Late Deliveries, ECommerce, & More”   And we wrapped up…