An automotive giant has developed an AI-powered solution to revolutionize their diagnostic process for engine issues, aiming to increase efficiency, customer satisfaction, and revenue throughput. The project involved developing an AI-powered solution that could quickly analyze engine sounds and compare them to a database of known problems, significantly reducing diagnostic times. Despite initial setbacks, the project team, with the help of MongoDB's client in automotive manufacturing and PureInsights, managed to develop a groundbreaking solution that combines cutting-edge AI technologies with MongoDB's powerful data management capabilities. The result is a diagnostic tool leveraging text and audio analysis to significantly reduce diagnostic times, increase customer satisfaction, and boost revenue through the dealer network.