Model Validation

Rigorous testing before deployment.

Before any strategy touches your boiler, it is validated via Historical Replay. We run the strategy against your home's past data to see how it would have performed.

Metrics

Temperature Error (RMSE): How closely did we match the target?
Energy Deviation: Did we use more or less fuel?
Comfort Violations: Did the temperature drop below the acceptable band?