Predictive maintenance is enabled through the analysis of historical and real-time data collected by remote monitoring and diagnostics systems. By identifying trends and anomalies in system performance, HVACR professionals can detect potential issues before they occur, allowing for proactive maintenance and minimizing downtime. For example, remote monitoring may detect a gradual increase in compressor discharge pressure, indicating a potential issue with refrigerant charge or compressor performance, and trigger an alert for maintenance.