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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…
May 8, 2020
This Week in Supply Chain Now: May 2nd – 8th
Another great week here at Supply Chain Now! Have you listened to all the episodes? If not, no worries! Check them all out here: We added a special Saturday episode on May 2nd and featured the first of three speakers from the 2020 AIAG CR Summit and their insights from the conference. First up was Michael Wurzman… …Then on Monday we featured Tolga Yaprak with iPoint… …And then on Tuesday, we featured Bruno Sarda. On Wednesday, we published another episode in the fantastic Logistics with Purpose series sponsored by Vector Global Logistics. Our special guest was Lauren Noce with Hungry. Then we published the new and improved Supply Chain Buzz, with Scott and Greg sharing and discussing the latest news and events in Supply Chain and beyond. And to wrap up the week, Scott chatted with the Resilience360 team about their upcoming webinar about the 2020 Hurrican Season. Which was your favorite episode? Make sure you tune in next week for more great conversation, timely topics, and exceptional guests on Supply Chain Now!