Applications

Workcell

A workcell is a self-contained arrangement of one or more robots together with the fixtures, part feeders, sensors, tooling, and safety equipment needed to perform a specific manufacturing task. Cell design fixes part presentation and robot reach, historically allowing blind, repeatable playback programs; modern cells add 3D vision and force sensing to tolerate part variation and reduce fixturing cost.

Why it matters for physical AI

The economics of automation are decided at the cell level, and the shift from rigidly fixtured cells to perception-driven ones is precisely where learned manipulation earns its way into factories.