
Why Manufacturers Still Can’t Trace a Bad Part Fast (And How AI Fixes It)
A capacitor reel fails inspection three weeks after it ships. Somewhere on the floor, a quality manager pulls a shift log, a traveler sheet, and a half-legible barcode scan — and still can’t say which








