The vehicle maintenance landscape is undergoing a significant evolution thanks to breakthroughs in smart systems. Traditional problem-solving methods, often reliant on experienced mechanics and time-consuming processes, are now being enhanced by intelligent tools . These cutting-edge techniques analyze auto information with remarkable speed and pre