Errors in factory lines send ~8% of materials to scrap and the further a defective part makes it down an assembly line, the greater the resource waste.

Mowito’s physical AI learns a task by watching a worker guide a robot arm through it, then adjusts to variation on its own. It runs on standard robot arms with no hardware changes, and switching to a new part takes minutes instead of a day.