The on-board chip continuously collects vibration, temperature and electrical data, storing them for years and processing them through predictive algorithms enhanced by machine learning. Each motor refines its own diagnostic model and communicates a simple health score via a single Modbus RS-485 line, while detailed data are synchronized with its digital twin in the cloud for continuous monitoring and predictive maintenance.