Shop Monitoring

18,942 retail vends · daily sales telemetry and anomaly detection

Vends Reporting

18,412 / 18,942

1.8%97.2% daily uptime

Unusual Sales Patterns

81

12.4%Flagged by anomaly model

Stock vs Sales Gap

6.8%

3.2%Unsold stock unaccounted

Black-market Alerts

43

9.1%High-risk vends this week

Shop Sales Trend

Ganga Vend, Aliganj · actual vs AI-expected weekly sales (₹ Lakh)

Weeks 5 and 8 breach the expected band by more than 30% — consistent with bulk diversion rather than organic festival demand.

Geo-tagged Shop Locations

Vend map with black-market risk

Ganga Vend, Aliganj

UP-LKO-1142 · Lucknow · 26.87°N, 80.94°E

Normal
2262.4 L monthly

Tap a pin to inspect the vend.

Stock vs Sales Analysis

Cases received against cases sold per vend (current cycle)

Potential Black-market Alerts

Vends needing inspection

  • Campierganj Vend

    UP-GKP-0714 · Gorakhpur

    93

    Sales up 41.3% while stock lifted fell — probable unaccounted supply.

  • Royal Spirits, Kidwai Nagar

    UP-KNP-2291 · Kanpur

    84

    Reported sales down 14.6% against stable stock lifting.

  • Baheri Vend

    UP-BLY-0331 · Bareilly

    77

    Stock 970 cases unsold and unverified.

  • Taj Model Shop

    UP-AGR-0509 · Agra

    29

    Within expected sales band.

Shop Register

Sales, stock movement and anomaly classification

ShopDistrictMonthly SalesTrendStock / SoldPatternRisk

Ganga Vend, Aliganj

UP-LKO-1142

Lucknow62.4 L+8.2%1,840 / 1,620
Normal
22

Royal Spirits, Kidwai Nagar

UP-KNP-2291

Kanpur48.1 L-14.6%2,210 / 1,180
Under-reporting
84

Campierganj Vend

UP-GKP-0714

Gorakhpur71.9 L+41.3%980 / 2,460
Sales Spike
93

Kashi Beer Point

UP-VNS-0812

Varanasi39.7 L+3.1%1,420 / 1,310
Normal
18

Baheri Vend

UP-BLY-0331

Bareilly27.8 L-22.4%1,660 / 690
Stock-Sales Gap
77

Taj Model Shop

UP-AGR-0509

Agra55.2 L+6.4%1,520 / 1,440
Normal
29