Physics Aware AI-driven optimisation
for large building cooling.
A software overlay for your existing BMS that cuts cooling energy by up to 20% across offices, hotels, malls and mixed-use assets — without ever compromising occupant comfort.
≈20% recoveredThe shaded band is the energy a static setpoint wastes — cooling harder than the building needs. The adaptive curve tracks real demand and gives it back.
Cooling drives the bill.
Most of the waste is invisible.
Cooling-heavy buildings
Large buildings in hot climates run cooling around the clock — the single largest controllable line on the operating bill.
Hidden waste
Static setpoints, manual overrides, and legacy schedules are built for peak load and never adapt. Excess cooling runs continuously — and nothing flags it.
No room to compromise
Guest comfort, tenant satisfaction, uptime, and asset safety stay non-negotiable. Optimisation must respect those constraints absolutely.
A Physics Aware AI overlay for your existing BMS.
Connects to what you have
Reads live data from your BMS over standard protocols — BACnet, Modbus and Tridium / Niagara. No new hardware, no mechanical changes, no capex.
Learns your building
Builds a thermal model unique to each site — load patterns, response curves, zone behaviour, and occupancy profiles.
Physics Aware AI-driven recommendations
Surfaces explainable setpoint and schedule changes for the engineering team to review and approve — nothing is applied silently.
Bounded optimisation
Every action stays inside comfort and equipment-safety envelopes set by your site team. Physics-aware. Hard-constrained.
How It Works
Five stages.
01
Connect
Edge gateway reads live BMS data. Read-only at first.
02
Learn
The platform models the building’s thermal behaviour.
03
Recommend
Explainable changes land with the chief engineer.
04
Optimise
Bounded setpoint adjustments, only after on-site validation.
05
Verify
Savings measured against a documented baseline.
AI Safety
Safe by design.
Human-in-the-loop
Starts in advisory mode. Engineers review and approve every recommendation before anything changes on site.
Hard guardrails
Comfort and equipment envelopes are enforced in software. No black-box overrides. Physics-bounded at all times.
Full audit trail
Every recommendation, approval, and applied change is logged and reviewable — ready for ESG reporting and compliance audits.
Product
One clear operating view.
RH 51% ✓
Get Started
Run a pilot on a single asset.
We start read-only, build a baseline, and show you exactly where the savings are — before we touch a single setpoint.
Or reach us at hello@enthalpyx.com