The industrial landscape is rapidly evolving, driven by the need for enhanced efficiency and reduced downtime. At the forefront of this revolution is 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