Rhoda AI exits stealth as a $1.7B unicorn with $450M to train robots on video
What's the deal? Rhoda AI has raised $450 million in a Series A led by Premji Invest, valuing the startup at $1.7 billion. The round also includes Khosla Ventures, Singapore's state investor Temasek, and venture capitalist John DoerrDealroom has a profile for this one. Try Dealroom →. The company, which has been incubating inside Khosla Ventures, is now emerging from stealth with a novel approach to training industrial robots.
Rhoda was founded by Jagdeep SinghDealroom has a profile for this one. Try Dealroom →, who previously founded and ran solid-state battery maker QuantumScape. Its core bet is that millions of publicly available internet videos — rather than the teleoperation data most robotics AI companies rely on — can train robots to handle a much wider range of real-world conditions. Rhoda calls this its Direct Video Action system.
Why now? Most robotics AI today is built on teleoperation data, where a human remotely controls a robot to generate training examples. The approach is expensive, slow, and yields models that struggle with variability — a slight change in the angle of a phone camera can be enough to cause a failure.
Rhoda argues that internet video, representing an almost unlimited supply of human activity in real-world settings, allows its models to generalise far better. The company says it has already run a successful test in the factory of a leading automotive firm using off-the-shelf hardware.
What could go wrong? Rhoda plans to make its own robots rather than purely licence its software — a capital-intensive choice that adds manufacturing and supply chain risk on top of the already hard problem of building reliable AI for industrial environments.
Vinod KhoslaDealroom has a profile for this one. Try Dealroom → himself notes that "the real world is messy, complex," and that performing reliably on production lines is far harder than a lab demonstration. The robotics space is also drawing heavy investment across many competing approaches, and no clear winner has yet emerged.
The signal: Rhoda's raise reflects two converging trends: the rapid maturation of AI models capable of learning from unstructured video data, and growing urgency — particularly in the US — to automate manufacturing. Premji Invest managing partner Sandesh PatnamDealroom has a profile for this one. Try Dealroom → explicitly frames the technology as critical to onshoring high-end production.
With Rhoda also developing humanoid robots and exploring a robots-as-a-service model, it is positioning itself for a broad slice of the industrial automation market — one that could prove enormous if the technology delivers outside the lab.
Sources:
Business Wire
Reuters
Morningstar
PYMNTS
Startup Researcher
Menlo Times
Bloomberg
Forbes
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Rhoda AI
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