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A cloud-based, brand-agnostic platform that continuously collects and analyzes technical as well as operational VRV\VRF HVAC system data, providing users with 24\7 visibility through dashboards, custom reports, and notifications. The HVAC Predictive Maintenance Suite facilitates early remote detection of system anomalies, preventing downtime, increasing equipment longevity, reducing energy consumption, and optimizing service routines.