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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…
sustainable supply chain management.
August 29, 2024
Eco-Friendly Innovations: How Sustainable Practices Are Reshaping Supply Chains
Scope 3 emissions reportedly account for more than 70% of businesses’ carbon footprints. That huge percentage gives an indication of just how critical supply chain sustainability efforts are to the planet. Thankfully, a growing number of eco-friendly innovations are helping reshape global supply chains. Supply Chain Sustainability: An Industry Imperative in a Changing World It is becoming increasingly important for companies to accurately calculate their supply chain emissions and create an information-sharing ecosystem, according to Matthew Gardner, co-founder and managing partner of Sustainserv, a consulting firm that helps businesses implement sustainability strategies. Gardner said accounting for supply chain-related greenhouse gas emissions includes such challenges as: Data gathering of “materials, manufacturing processes, activities of second- and third-tier suppliers, and overall data governance and quality.” Calculation methodology that “reflects the realities of raw material sourcing, product manufacturing, transportation and distribution, and other life-cycle impacts that may affect reported greenhouse gas totals.” Supplier relationships, which can be strained as a result of emissions assessments. Businesses also need to keep in mind their relationships with consumers. PDI Technologies said 80% of U.S. consumers it surveyed were willing to pay more for sustainable products. “Between these statistics and the regulatory conversations that are happening in…