What we learn running buildings autonomously — HVAC control, BMS integration, and where the energy actually goes.
Fans, cooling, and static setpoints: why air handling units waste 17–22% of their energy at part load, and what 12 months of autonomous operation across 68 AHUs recovered.
How an autonomous control layer connects to an existing BMS over BACnet or Modbus — read-only onboarding, point discovery, priority arrays, command validation, and what it means for your AMC.
A BMS executes rules. Advisory analytics recommend. Autonomous AI control closes the loop — it perceives, decides, and acts on real equipment. Here is the difference, level by level.
