Sergei Beliaev

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…

Special Guest Blog Post written by Stela Jaqueta   In today’s fast-changing world, Africa’s role in global supply chains is at a tipping point. For too long, the continent has been viewed primarily as a source of raw materials rather than as a strategic partner in value creation. But what if we reimagined everything, from policies and technologies to mindsets and sustainability practices, through an Africa-centered lens? In this blog post, I explore five questions that challenge conventional supply chain thinking. From redefining Africa’s place at the global negotiation table, to elevating cultural intelligence from “soft skill” to strategic necessity, to designing climate-restorative logistics and embracing the digital revolution in a way that includes youth-led and informal businesses, each question is a call to rethink, redesign, and re-center. 1. What would a truly Africa-centered global supply chain look like? A truly Africa-centered global supply chain would shift from a model of extraction to one of empowerment and value creation. It would prioritize investment in local manufacturing, infrastructure, and knowledge transfer, ensuring that raw materials sourced from Africa are processed, packaged, and innovated on the continent. African-led businesses are seen as power players, with a voice and authority at the negotiation…