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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…
Transportation Management
September 4, 2024

Today’s Shippers Demand Effective Transportation Management

In today’s complex supply chain landscape, effective transportation management is less an ambition than a necessity. As the logistics industry attempts to keep pace with rapid technological advancements, a dynamic regulatory environment, and ever-shifting market dynamics, the field of transportation management is working to keep pace with the constantly changing demands of a complex transportation sector. In hopes of better understanding what transportation management means in 2024, Supply Chain Now is partnering with innovative TMS provider RateLinx on an interesting research project: the TM Tech Survey 2024, which focuses on transportation management technology. But before we get there, let’s talk about why shippers in record numbers are demanding effective transportation management solutions. Three Reasons Shippers Require Effective Transportation Management According to an analysis from Gartner, the global TMS industry is expected to reach $2.11B by the end of 2024, a 60% increase from the industry’s value in 2019. It’s clear that today’s shippers, operating in a world plagued by volatility and disruption, understand the value of transportation management. This section looks at three key reasons why today’s shippers require effective transportation management. 1: Enhanced Operational Efficiency In 2024, transportation technology is indispensable for optimizing logistics operations. Today’s leading transportation management…