The car maintenance industry is undergoing a major evolution thanks to advancements in smart systems. Traditional troubleshooting methods, often reliant on skilled mechanics and protracted processes, are now being enhanced by intelligent tools . These cutting-edge techniques analyze vehicle information with unprecedented speed and accuracy , detect