The modern commercial real estate sector is undergoing a profound transformation driven by the integration of internet-of-things devices and automated building management systems. Property managers now expect real-time diagnostics for every mechanical asset under their purview, aiming to transition away from traditional reactive repair models toward predictive maintenance schedules. While...