Walden Robotics, a spinout of MIT and the Toyota Research Institute, launched with a $300 million seed round at a $1.1 billion valuation. The goal is to get general-purpose humanoid robots doing real work today.
What it actually makes: Most factory and warehouse automation uses fixed machines built for one task. Walden is building humanoids that can handle many different manual jobs. The aim is for them to learn more like people do.
The company’s core bet is “large behavior models,” the research specialty of CEO Russ Tedrake, who led that work at Toyota’s institute. Instead of programming every task, workers demonstrate a job and the robot learns to perform similar ones.
Why it stands out: Walden says its robots are already working, not just being demonstrated. One of its humanoids is reportedly working eight-hour shifts alongside people at a North American Toyota plant, while many rivals are still trying to land paying deployments.
Who's backing it: Toyota Motor Corp and Deviation Capital led the round. Also in: Nvidia, Boeing, Samsung Ventures, CoreWeave Ventures, AE Ventures, and Prologis Ventures, the venture arm of the largest US warehouse landlord.
What to watch: The humanoid robotics market is crowded and flush with cash. What separates the real players from the pitch decks is deployment on actual factory and DC floors. Watch the hours they work, not the valuations.
