Honeywell

Forge’s digital twin engine creates physics-informed building models that predict thermal response to occupancy, weather, and setpoint changes, enabling pre-cooling and pre-heating strategies that flatten demand peaks by 10-20%. Automated fault detection and diagnostics continuously analyses over 300 building system fault patterns, identifying economiser malfunctions, stuck dampers, and sensor calibration drifts before they affect occupant comfort or energy bills. Portfolio dashboard aggregates energy KPIs — EUI, carbon intensity, water consumption — across thousands of buildings into a single compliance reporting view aligned to GRESB, ENERGY STAR, and LEED frameworks. Occupancy integration via access control, Wi-Fi heat maps, and CO2 sensors dynamically adjusts space conditioning based on real-time building usage rather than fixed schedules. Deployed in 130 million sq ft of commercial real estate globally.