Case Studies
Real-world AI implementation results from leading commercial buildings — verified energy savings, measured ROI, and the sensor architectures that made it possible.
Dollar Tree — BrainBox AI
Autonomous AI control deployed across 3,000+ retail stores, optimizing HVAC sequences in real-time without hardware replacement. Cloud-based reinforcement learning adapted to each store's unique thermal signature, delivering consistent savings at massive portfolio scale.
1111 Broadway — Siemens DVO
Digital twin overlay on a Class A office tower in Oakland, CA. Siemens' Digital Value Optimization platform modeled the building's thermal dynamics to eliminate simultaneous heating/cooling conflicts while maintaining LEED Platinum certification requirements.
Microsoft Beijing — JCI OpenBlue
Johnson Controls' OpenBlue platform deployed a full 4-layer sensor fusion model (HVAC + CO₂ + Wi-Fi + PIR motion) across Microsoft's Beijing corporate campus. The multi-modal occupancy data eliminated false positives and enabled predictive pre-conditioning sequences.
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