Inspection times dropped by 90% after Puspakom deployed an AI-powered undercarriage system for commercial vehicles. The computer vision tool automates statutory checks in Malaysia to replace manual reviews. This implementation reduces human error during safety audits. Practitioners should view this as a standard application of vision AI for industrial quality control.