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AI in Practice · October 24, 2026

Robots just got a brain you can rent by the hour

Dream Labs launched a $3-an-hour cloud service that lets almost any two-armed robot do useful work without custom software — making robotic automation reachable for a lot more businesses.

Dream Labs co-founders photographed at their San Francisco office
The AI Insider
Key facts
$90M
seed funding raised
$3/hr
API price to control a robot
27
robot types tested without custom code
~$2,000
entry-level robot hardware cost

Until now, putting a robot to work meant building custom software for that exact robot — slow, expensive, and a job for a whole engineering team. On October 19, Dream Labs changed that with Dream-1: a cloud service that thinks for the robot. You give it a camera feed and a plain-English instruction; it sends back motor commands. The cost: $3 an hour. The company raised $90 million in seed funding the same day.

Dream-1 learned by watching videos of people doing everyday tasks — picking things up, folding laundry, sorting objects. From those videos it built a picture of how the physical world works. That picture is general enough to run a robot it has never seen. Dream Labs tested it on 27 different robot types without writing a single line of robot-specific code. It treats every robot as pixels, not as a machine that needs its own brain built from scratch.

The $90 million seed round — led by B Capital and Kindred Ventures — signals real platform ambitions. Every robot maker today builds its own control software. Dream Labs wants to be the shared brain they all plug into, just as software companies once stopped buying their own servers and started renting compute in the cloud instead. Entry-level robot hardware starts around $2,000, which means the bar to getting started is much lower than old-school factory automation.

There are limits to know. Dream-1 is still a research beta — the company says it will make mistakes and is not safe for high-stakes tasks yet. Right now it only handles two-armed robots with standard grippers; wheeled robots and more nimble hands come later. But the direction is clear: robotic automation is now something you can rent, test over a weekend, and scale only if it works.

Sources
← When AI Finds Its Own Way Out← NVIDIA Just Built the Android of Robotics
Robots just got a brain you can rent by the hour