Data Layer: Integrated smart meter data, weather APIs, and occupancy signals.

AI Layer: Used TSFMs as the backbone, fine-tuned with building-specific data.

Agentic Layer: Built autonomous agents that forecast, detect anomalies, and recommend optimized schedules.

User Layer: Designed a mobile/web dashboard for real-time monitoring, alerts, and bill forecasting.

Integration: Leveraged n8n workflows for notifications and automations (e.g., turning off idle appliances).

What it does

How we built it

Challenges we ran into

Accomplishments that we're proud of

What we learned

What's next for WattWise – Smart AI Energy Advisor

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