Applications

Brownfield Deployment

A brownfield deployment is the introduction of robots or automation into an existing facility built for human workers, as opposed to a greenfield site designed around the automation from the start. Brownfield settings impose the constraints as found: narrow aisles, stairs, legacy equipment, variable lighting, and workflows that cannot pause, so systems must adapt to the environment rather than the reverse.

Why it matters for physical AI

The commercial thesis for humanoids and general-purpose robots rests on brownfield economics, where machines flexible enough for unmodified human spaces avoid the capital cost that confines fixed automation to greenfield sites.