Evaluates surface quality on manufactured products — scratches, stains, discoloration, dents, and texture inconsistencies in real time.
/ The Challenge
Cosmetic surface defects on metal and plastic drove customer rejections but grading by eye was hopelessly inconsistent.
/ What We Deployed
Anomaly models grade every surface against learned-good texture, catching scratches, stains, and dents at production pace.
/ The Results
/ Get Started
Send us your part and inspection challenge. We'll run a free POC and show measured results — no commitment.