Establish the operating baseline
Merlin evaluates consumption against weather, schedule, occupancy, and the building's own recent behavior rather than a fixed number alone.
Building energy optimization
See energy driftbefore the bill arrives.
Merlin connects consumption to weather, occupancy, comfort, and operating schedules so teams can identify sustained anomalies and act without losing control of the building.
Consumption in context
A high reading is not yet a decision.
Building energy data is shaped by weather, occupancy, operating hours, equipment condition, and comfort requirements. Fixed budgets and monthly invoices reveal variance, but they rarely explain what an operator should do next.
Merlin's energy agent compares live consumption with weather-adjusted baselines and the conditions inside the building. It identifies sustained anomalies, proposes practical setbacks or investigations, and keeps the operator in control of every material change.
How the workflow operates
From live signal to verified outcome.
Find sustained waste
The agent separates momentary variation from persistent anomalies and explains the signals contributing to each opportunity.
Propose, act, and measure
Teams can approve a setback, investigation, or maintenance action, then verify the effect against comfort and subsequent consumption.
Signals Merlin can reason over
- Utility meters and circuit-level consumption
- Weather conditions and forecasts
- Occupancy and operating schedules
- Zone temperature and comfort bands
- Equipment setpoints and fault history
Control stays explicit
- Operator-defined comfort bands and excluded spaces
- Approval requirements for setpoint and schedule changes
- Rate limits and quiet-hour rules by building
- Continuous measurement after every approved intervention
Operational outcomes
Improve the decision path, then measure the result.
Faster anomaly detection
Investigate unusual consumption during the operating period instead of after invoice review.
Context-aware recommendations
Connect energy decisions to occupancy, weather, comfort, and equipment behavior.
Controlled optimization
Apply approved actions within defined comfort bands, schedules, and site rules.
Verifiable reporting
Keep the source data, approved action, and measured result in one traceable workflow.
Continue exploring
The platform behind this workflow
Turn the next energy anomaly into a decision, not a month-end surprise.
Tell us how your buildings meter consumption and manage comfort. We will show how Merlin can connect those signals to controlled operational action.