Use Cases
Built for discrete manufacturing. Not process industries, not logistics.
Stampings, castings, machined parts, PCBs, plastic housings, and assembled subcomponents — if it moves on a conveyor at a repeatable presentation angle, Procunit can inspect it. Bulk commodity flow and food sorting are out of scope.
Part Families
Six part families. Each with a different defect signature — and a model trained on it.
Stamped Metal Components
Edge cracks, burrs, surface scoring, dimensional drift
Escape rate reduced from 1.4% to 0.18% on a door latch line
Die-Cast Aluminum Parts
Porosity, cold shuts, shrinkage voids, flash
Inline detection of porosity clusters previously missed by X-ray sampling
Injection-Molded Plastics
Sink marks, weld lines, short shots, surface contamination
220 parts/min on a single inspection station
PCBA Inspection
Missing components, solder bridging, wrong orientation, lifted pads
Board-level pass/fail in 6ms, replacing manual AOI rule tuning
Automotive Sub-Assembly
Missing fasteners, clip absence, wrong torque witness marks
Zero assembly escapes in a 3-month pilot on wiring harness lines
Consumer Electronics Housing
Cosmetic scratches, parting line flash, color mismatch
Scratch detection on glossy surfaces below 0.08mm width
Your part family not listed?
If it presents consistently on a conveyor and has a repeatable defect signature, a pilot takes two weeks. Tell us the part, the line speed, and the defect type — we'll tell you if it's feasible before you spend a day of setup.