Bringing the Physical World to Agents
Give agents access to hardware knowledge, simulations, and virtual devices through a single API.
Give agents access to hardware knowledge, simulations, and virtual devices through a single API.
01 THE SHIFT
Trillions of machines — sensors, robots, drones, vehicles — are coming online. Each one runs firmware. And firmware is the one place AI still can't help.
An agent writes the code, runs it, sees what happened, and fixes it — in seconds. That loop is why agents are eating software.
An agent can write firmware too. But it can't run it on a real chip, can't see what the chip did, and can't fix what it can't observe.
WHAT WE'RE BUILDING
Through our MCP, agents build, run, and test firmware on a virtual instance of the real target chip. No hardware, no flashing, no waiting. The chip becomes a programmable resource agents can call, evaluate, and learn from.
WHERE THIS GOES
every embedded problem ever solved — and hand it to the next agent that asks.
every chip in production. Any silicon, any scenario, one call.
every firmware delta on Earth before it ships.
TRUSTED BY



