The modern landscape is rapidly evolving, driven by the need for increased efficiency and reduced downtime. Enter predictive maintenance, a data-driven approach that leverages real-time insights to anticipate and prevent equipment failures. Next-generation telematics plays a crucial role in enabling this paradigm shift by collecting extensive data