AI Predictive Illegal Liquor Intelligence

Machine learning engine · 5 production models · last retrain 2 days ago

Active Hotspots

7

Predicted Breweries

23

9.4%

Model Accuracy (avg)

91.8%

1.6%

Alerts Auto-Generated

1,412

18.2%

Risk Heat Map

Interactive geospatial risk surface — tap a hotspot for details

Min score 50

Campierganj, Gorakhpur

Illicit Brewery · score 94

Risk Factor Contribution

Campierganj, Gorakhpur

Predicted Hotspots

Ranked by model score

  • Campierganj, Gorakhpur

    HS-01 · Illicit Brewery

    94

  • Sonauli Border

    HS-02 · Smuggling Route

    89

  • Bithoor, Kanpur

    HS-03 · Illicit Brewery

    82

  • Baheri, Bareilly

    HS-04 · Repeat Offender

    78

  • Chitrakoot Belt

    HS-05 · Transit Diversion

    71

  • Mirzapur Ghat

    HS-06 · Smuggling Route

    64

  • Etawah Bypass

    HS-07 · Vehicle Risk

    57

Recommendation Engine

AI prioritised actions

  • Deploy mobile enforcement squad to Campierganj block

    Critical

    Est. ₹2.4 Cr revenue protection

    91%

  • Increase night patrol on NH-27 Sonauli corridor

    High

    Blocks 3 predicted smuggling attempts

    86%

  • Audit 7 retail vends flagged for under-reporting in Kanpur

    High

    Est. ₹86 L recovery

    79%

  • Pre-position stock for Holi demand surge in 12 districts

    Medium

    Prevents ₹4.1 Cr stock-out loss

    83%

Model Registry

Production ML models and drift status

ModelVersionAccuracyDrift
Hotspot Prediction (XGBoost)v4.293.4%
Low
Smuggling Route GNNv2.789.1%
Low
Repeat Offender Classifierv3.191.8%
Medium
Festival Demand Forecastv5.096.2%
Low
Revenue Leakage Autoencoderv1.988.5%
Medium

Festival & Election Demand Prediction

Predicted demand index