Next-generation telematics systems are revolutionizing the method to maintenance by enabling proactive detection of potential problems. These advanced sensors frequently collect metrics on machinery performance, providing valuable knowledge into its health. By processing this stream of data, sophisticated algorithms can anticipate potential malfunc