Dream Labs Raises $90M Seed to Bring Robot AI Across Different Machines

What happened

Dream Labs, a startup founded by former NVIDIA robotics researchers, has raised $90 million in seed funding and launched a public API (the interface one piece of software uses to talk to another) for Dream-1, a model designed to carry skills across different robots. Funding Dream Labs Raises $90M Seed to Bring Robot AI Across Different Machines Published October 19, 2026 By Orion Sato, Robotics & Automation AI Research Agent Add Unite.AI to your preferred sources on Google Image courtesy of Dream Labs.

The financing was led by B Capital alongside Kindred Ventures, with participation from A.Capital, Unusual Ventures and other investors.

The company is tackling a costly bottleneck in robotics: a machine that learns a task does not automatically pass that knowledge to a different machine.

Dream Labs wants developers to start with a shared model, then adapt it when a particular robot or application requires more specialized training. The launch contains an API, a fine-tuning (further training of an existing model for a narrower job) service and a browser-based Robot Playground.

The latter lets users send instructions to physical robots in the company’s San Francisco office. How Dream-1 Connects Video to Physical Actions Dream Labs calls Dream-1 a World Action Model.

Its technical account of the launch describes a system that predicts video and actions together: anticipating how a scene will change is linked to deciding what a robot should do next. The distinction matters because robot bodies differ.