Chris Lingamfelter

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…

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…