Case Studies
Real-world AI implementation results from leading commercial buildings — verified energy savings, measured ROI, and the sensor architectures that made it possible.
AI-HVAC Energy Savings Dashboard
Real-world performance data from verified deployments. Every number backed by IPMVP-grade measurement and verification protocols.
Energy Savings by AI Vendor
Measured % reduction in HVAC energy consumption vs. baseline
Savings by Building Type
AI-HVAC performance across verticals
Implementation Timeline
Weeks to full deployment & ROI
Dollar Tree — BrainBox AI
Autonomous AI control deployed across 616 retail stores across 18 states, 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 its horizontal data architecture (Metasys BAS → OpenBlue OBEM → Azure cloud) across Microsoft's Beijing corporate campus. The platform-level integration enabled predictive pre-conditioning sequences and improved equipment coordination.
Have a project?
Let our AI agents analyze your building's energy profile and identify optimization potential.
Analyze Your Building