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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 19, 2020
This Week on Supply Chain Now: Week of June 15th-19th
Another great week here at Supply Chain Now! Have you listened to all the episodes? If not, you can check them all out here: We introduced a new series on Monday, 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 15th- This Week in Business History: Goodyear, IBM, & More” Then on Tuesday, we continued in the Logistics with Purpose series and welcomed Melenie York with Whitehouse & Schapiro. Supply Chain Now · “Logistics with Purpose: Melenie York with Whitehouse & Schapiro” On Wednesday, Scott and Greg tackled the top news in supply chain on the Supply Chain Buzz. Supply Chain Now · “Supply Chain Buzz for June 15th: Grocery, Bots, Retail Challenges, & More” Scott and Greg were joined by Radu Palamariu with Alcott Global on Thursday, as they discussed the current supply chain talent market. Supply Chain Now · “Key Observations in the Current Supply Chain Talent Market: Radu Palamariu with Alcott Global” And we wrapped up the week with a world-class supply chain leader as Scott and Greg…