AI-based HVAC optimization uses real-time data, predictive control, and smart sequencing to reduce energy waste across chillers, pumps, fans, and ventilation systems. When properly engineered, these systems can cut HVAC energy cost by 20–40%, improve comfort, reduce maintenance issues, and deliver strong ROI in commercial buildings.