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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…
Supply Chain Leaders
July 29, 2024
Making Moves: What Supply Chain Leaders Are Planning in 2024
A British logistician is credited with coining the term “supply chain management” in the early 1980s, but it wasn’t until the COVID-19 pandemic that the world became familiar with such aspects of supply chain operations as logistics, inventory and supplier management, and procurement. The influence of supply chain leaders also has grown with the understanding of the importance of the supply chain in the global economy. Supply chain management is a complex field with many moving parts, and the need for accurate and reliable information is more crucial than ever. Industry leaders help facilitate discourse and spur innovation to shape the future of the supply chain. In this article, we highlight five of these supply chain leaders, showcasing their extensive expertise and experience in the industry and what they are planning for the future. Making Moves: Five Supply Chain Leaders on the State of the Industry 2024 has been an exciting year so far. The OSRA 2022 ruling went into effect to better regulate demurrage and detention charges; Chinese e-commerce businesses are heating up the airfreight industry; and in dire contrast, the U.S. trucking industry continues to struggle through a lengthened lean patch. In an increasingly volatile ecosystem, the industry…