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Decision-support workspace

C-00004

QR FRAUD · ₹8,10,600 · filed 20 Jun 2026 00:27 IST

Ahmedabad, Ahmedabad, Gujarat

Prediction

HighRisk score78.1 / 100confidence: HIGH

Ranks candidate areas. Not a probability that cash will be withdrawn.

Estimated exposure₹8,10,600
Withdrawal window16:27 – 18:27 IST

Predicted Hotspot

Primary

Navrangpura, Ahmedabad

Ahmedabad, Gujarat

8842ceb4a7fffff

Ranked hotspots

Select to focus map

Expected withdrawal window

16:27 – 18:27 IST

Predicted window based on temporal patterns in related transactions and withdrawals.

Loading hotspot map…

Model factors

What drove the model's part of the risk score. The rest of the score comes from documented rules, such as past withdrawals in the area and ATM density.

  • Historical Hotspot▲ increases risk 70.8%
  • Withdrawal History▲ increases risk 7.2%
  • Time Pattern▼ reduces risk 6.6%
  • Amount / Frequency▼ reduces risk 6.5%
  • Other factors▲ increases risk 3.6%
  • ATM Proximity▲ increases risk 2.8%
  • Account Age▼ reduces risk 2.5%

Money trail

Loading money trail

Tracing the transaction chain.

Transaction chain

HopFromToAmountChannelRisk
0ACC-00000004ACC-00000610₹8,10,600UPIMEDIUM
1ACC-00000610ACC-00001189₹7,81,300IMPSHIGH
2ACC-00001189ACC-00000646₹7,67,406IMPSHIGH
3ACC-00000646ACC-00000614₹7,47,707IMPSHIGH

Linked accounts

Risk indicator. Not a finding about any person.

AccountTypeBankRisk score
ACC-00000004VICTIMSBI-SimLow
ACC-00000610MULEHDFC-SimHigh
ACC-00000614MULEICICI-SimMedium
ACC-00000646MULEBOI-SimHigh
ACC-00001189MULEPNB-SimHigh

Prototype uses synthetic/anonymized demonstration data. Predictions are experimental and intended for research/proof-of-concept use.