Industries
Wherever physical AI meets the real world.
We work with teams deploying AI in environments where failure has real physical consequences — on the factory floor, in the warehouse, at the gate.
A defect model that hits 99% accuracy in validation can still miss a whole class of defects on the line, because the lighting rig it was tuned on never matched a shift with a skylight. We treat that gap — not the model architecture — as the thing worth measuring.