Predictive

AI Analytics Engine

Forecasts and risk models across every district function.

12-Month Forecast

Crime · Revenue · Disease trends

District Risk Composition

AI-weighted

Health22%
Revenue18%
Law & Order16%
Infra14%
Environment12%
Others18%

Department Performance Index

Composite AI score (0–100)