In manufacturing, surface inspection has traditionally been viewed as a quality control checkpoint—pass or fail, good or bad. But modern machine vision has changed that narrative. Today’s surface inspection systems don’t just detect scratches, dents, or blemishes; they collect valuable data that manufacturers can use to improve upstream processes. This shift transforms surface inspection …