School energy planner

Turn rooms on only when they are actually needed.

LightsOut helps schools schedule clubs, meetings, rooms, lights, and heating/cooling so custodians can prep the right spaces and avoid wasted energy.

Use planner
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Local AI model trained

The local model trains in this browser on synthetic Ardrey Kell room-use scenarios, then estimates timing and room-choice savings without sending schedule data away.

AI CO2 savings estimate

The CO2 estimate compares the current plan against the recommended lighting and HVAC checklist, using kWh assumptions and a regional emissions factor.

Further training

Import measured energy rows to retrain the local model with real school data.

Today
4 rooms planned 2.8 kg CO2 saved

LightsOut

See which rooms need energy before anyone flips a switch.

Visual plan

3D school energy map

Layers
On now Needed soon Off

Responsible AI check

Risk: estimates can be wrong if room equipment or weather differs from the assumptions.

Mitigation: the app shows assumptions and confidence instead of hiding uncertainty.

Human control: custodians decide what actually turns on or off.