Machine vision and barcode verification catch defects and unreadable codes before product leaves the building.
Systems read and grade barcodes at line speed, check print quality, verify label presence and position, and inspect for fill level, seal integrity and correct components. Cameras mount over the conveyor and reject automatically on failure. Paired with labelling and marking, they close the loop between applying a code and proving it scans, which is what retail and pharma customers audit against.