Predictive maintenance uses sensors and analytics to detect equipment performance changes before failures occur. For example, smart PTAC units can signal filter or compressor issues early. This proactive approach reduces costly downtime and extends equipment lifespan. Predictive systems help hotels stay ahead of repairs and maintain consistent comfort standards.