Phase 0 · Hackathon Launch & Data Fusion

Enforcement Intelligence — at a glance

DRISHTI fuses RTGS sales, distillery quotas, brand registry and seizure history with synthetic enforcement layers (FIRs, offender networks, GPS trips) to produce daily intelligence for the AP Prohibition & Excise Department's 208 stations. Real and synthetic data are labelled everywhere — see /datasets and /methodology.

FY26 Sales Baseline
REAL
₹29,527 Cr
Active Outlets
REAL
4,899
Districts
REAL
26
Distillery Units
REAL
42
ID + NDPL + DPL Cases (since 2019)
REAL
2,72,255
Outlets within 50 km of border
DERIVED
1,926
DERIVED from real lat/lon
Excise Stations
SIMULATED
208
208 — synthetic allocation per pitch

What ships next

Roadmap (PLAN.md §10)
Phase 0
Data fusion
ETL · 208 stations · Datasets · Methodology
shipped
Phase 1
POC core
Simulator + 3 ML engines + Compliance Score
next
Phase 2
Panel polish
Tactical Field Awareness + demo
planned
Phase 3
Pilot
Real FIR ingestion in 3 districts
planned