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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…
strategy
December 18, 2025
Coupa’s Nari Viswanathan on Autonomous Spend, AI Accessibility, and the Future of Planning
At the Gartner Supply Chain Planning Summit in Denver, Scott Luton sat down with Nari Viswanathan, a veteran innovator in the planning and procurement technology space and a key leader at Coupa. The two reconnected after several recent collaborations—including webinars, industry sessions, and conversations in Dallas—and discussed the new realities of supply chain planning and how organizations are embracing technology like never before. Coupa and Autonomous Spend Management For those less familiar with Coupa, Viswanathan explained the company as the global leader in autonomous spend management—a framework that brings together direct and indirect spending to help organizations manage total spend more intelligently. Direct spend, of course, is where supply chain operations come into focus, making planning, design, and cost optimization central to the value Coupa delivers. Viswanathan leads Coupa’s global supply chain strategy, shaping how the company positions and scales its solutions across the market. After years spent in supply chain planning technology, he now sits at the intersection of procurement, supply chain, and advanced analytics—an area he believes has never been more exciting or more critical. Old Problems, New Pressures—and a Greater Willingness to Innovate When asked about the biggest challenges facing planners today, Viswanathan emphasized a…