This case study examines the integration of AAEON's BOXER-8621AI in public buses, where it leverages real-time data from cameras and sensors to enhance safety for passengers and pedestrians. The system provides advanced features such as pedestrian detection, blind spot monitoring, and autonomous emergency braking, significantly reducing the risk of accidents and improving overall safety in public transport.