Manufacturing and processing facilities have long depended on human inspectors to catch defects, verify assembly, and confirm product quality before goods leave the line. That approach worked when production volumes were modest and tolerance ranges were wide. Today, lines run faster, specifications are tighter, and the cost of a missed defect—whether measured in recalls, rework,