Demo Console

Upload a synthetic meter profile CSV

Use the included sample file or your own public-safe synthetic data. The request is processed by a Next.js server route that can call Hugging Face securely or fall back to mock mode.

Input requirements

Prepare a clean demo dataset.

  • First column must be meter_id
  • Remaining columns should be numeric monthly usage values
  • Do not upload real operational or customer data
1Download the sample CSV or prepare a synthetic file.
2Upload it to trigger secure server-side inference.
3Review KPIs, reasons, and downloadable scored output.
Download Sample CSVReview deployment notes
Run inference

Launch a scoring session.