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automation
April 27, 2026

Chaos, Capacity, and the Case for Automation: Pete Blair with Pickle Robot

At MODEX 2026 in Atlanta, the energy was unmistakable. With thousands of supply chain professionals gathered, one theme echoed across conversations: uncertainty is no longer episodic. It’s constant and seemingly endless. In a candid discussion with Scott Luton, Pete Blair, VP of Product & Marketing at Pickle Robot, unpacked how organizations are navigating volatility, workforce challenges, and the growing role of automation in keeping operations moving.   Navigating Tariffs and a Moving Target If there’s one word defining today’s global supply chain environment, it’s unpredictability. Blair points to tariffs as a prime example; and not just their presence, but their volatility. “The biggest thing we see… is the chaos of tariffs. It’s not so much that customers have to pay tariffs or not pay tariffs, it’s that they don’t know how to plan,” Blair explains. That lack of predictability is forcing organizations to rethink their networks in real time. Companies are shifting sourcing strategies, standing up temporary distribution centers in new geographies, and even making drastic decisions about whether importing goods makes financial sense at all. What’s particularly challenging isn’t the cost itself. But rather, it’s the inability to forecast. Supply chains, while resilient, aren’t designed for abrupt swings like…
AI-powered supply chain solutions
March 5, 2026

Anything is Possible: Josh Gruenstein on AI Workers, Throughput Pressure, and the Next Revenue Lever in Supply Chain

At Manifest 2026, Scott Luton spent time with Josh Gruenstein, Co-Founder and CEO of Tutor Intelligence, to talk about a future that’s no longer theoretical: AI-powered robot workers operating inside America’s warehouses and factories. And this isn’t a science experiment. It’s already happening.   From MIT to the Warehouse Floor Gruenstein and his team came out of MIT’s Computer Science and AI Lab with a bold idea: build AI-powered robot workers that can handle the manual labor people don’t want to do. “We build physical robots,” Gruenstein explained. “We build AI models that enable robots to perceive their environments, and then we deploy those robots into factories and warehouses across the United States to do manual labor that people don’t want to do.” Unlike traditional automation projects that require massive capital outlays, Tutor Intelligence operates on a robots-as-a-service model. Companies can engage a Tutor robot for roughly $14–$18 an hour, creating a flexible, scalable path to automation without multimillion-dollar implementation risk.   Automation Isn’t New. AI Is Changing the Playbook. When asked about dominant supply chain themes, Gruenstein pointed to a constant drumbeat: automation. But 2026 feels different. “Automation is obviously a constant theme,” he said. “What really seems different…