Headquartered in Tokyo, Japan, the client is the world’s largest two-wheeler manufacturer, producing over 4 million units annually across its Jaipur and Bengaluru plants. To ensure accurate engine coding, QodeNext implemented a Vision Inspection System integrated with a smart camera and barcode scanner. The QodeNext App verifies scanned data in real time—if a mismatch is detected, a RED signal is triggered, stopping the conveyor via PLC. This automated verification process eliminates manual errors, enhances operational efficiency, and ensures precise engine assembly.