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GOODS · forward · impact 1/5 · 2026-11-03 · Tutor Intelligence

Warehouse robot startup lands $75M to train models and widen rollout

Tutor Intelligence's Series B funds robot foundation models and more deployments, sold by the hour or pick. Most figures are the company's own.

Tutor Intelligence, a Watertown, Massachusetts company that spun out of MIT CSAIL in 2021, announced a $75 million Series B on November 2, 2026. Andreessen Horowitz led. Union Square Ventures and Neo also took part; USV led the Series A and Neo led the seed round. Total funding now stands at $117 million.

The model is what stands out. Customers pay by the hour or by the pick, with no upfront purchase and no long-term contract, while Tutor handles deployment, maintenance and software upgrades. Remote human operators, called tutors, help the deployed robots, and the data they generate trains the company's robot foundation models. Earlier in 2026 it opened a Data Factory to evaluate policies across 100 physical robots. Its products are Sonny, a two-armed semi-humanoid for each picking, and Cassie, a mobile manipulator for case picking and palletizing. They handle goods such as cereal, snacks, cosmetics, home goods and toys.

For goods, the pay-per-pick pricing matters as much as the hardware. It lowers the barrier for warehouses that could not commit capital to automation, and it turns handling cost into a variable expense. Tutor says it has twice as many robots in almost four times as many facilities as a year ago, and nearly a third of recent recipients were existing customers adding robots. The funds go to foundation model training and to building and deploying Sonny and Cassie.

Watch whether deployments reach the stated target of more than 1,000 robots under contract by the end of 2027. That is a projection, not a current count. Most performance, growth and cost claims come from Tutor and are not independently verified. The company says it is working toward general-purpose robotics, which it has not achieved. The article also notes the remote tutors may be located overseas.

Source: The Robot Report