Tutor Intelligence, spun out of MIT's CSAIL, builds a central robot-intelligence platform and data engine that powers fleets of robots performing flexible material-handling tasks across warehouses and light manufacturing. Rather than purpose-building one robot per task, Tutor's AI lets general-purpose arms adapt to new picking, packing and moving jobs quickly, supported by a human-guided data loop. Co-founded by CEO Josh Gruenstein and Alon Kosowsky-Sachs, the company raised a $34M Series A led by Union Square Ventures in December 2025, bringing total capital to $42M, to scale its consumer-packaged-goods robot fleet.