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Decision-support workspace

C-00054

UPI FRAUD · ₹1,79,468 · filed 13 Sept 2026 23:24 IST

Delhi, New Delhi, Delhi

Prediction

HighRisk score77.7 / 100confidence: LOW

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 Not a probability that cash will be withdrawn.

Estimated exposure₹1,79,468
Withdrawal window03:24 – 05:24 IST

Predicted Hotspot

Primary

Connaught Place, Delhi

New Delhi, Delhi

883da11455fffff

Ranked hotspots

Select to focus map

Expected withdrawal window

03:24 – 05:24 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 78.1%
  • Time Pattern▼ reduces risk 7.3%
  • Withdrawal History▲ increases risk 5.4%
  • Amount / Frequency▼ reduces risk 3.5%
  • Transaction Velocity▼ reduces risk 3.5%
  • Other factors▼ reduces risk 2.3%

Money trail

Loading money trail

Tracing the transaction chain.

Transaction chain

HopFromToAmountChannelRisk
0ACC-00000054ACC-00000676₹1,79,468UPIMEDIUM
1ACC-00000676ACC-00000619₹1,75,987IMPSHIGH
2ACC-00000619ACC-00004509₹1,68,059IMPSHIGH

Linked accounts

Risk indicator. Not a finding about any person.

AccountTypeBankRisk score
ACC-00000054VICTIMHDFC-SimLow
ACC-00000619MULEAxis-SimMedium
ACC-00000676MULESBI-SimMedium
ACC-00004509SUSPICIOUSBOI-SimMedium

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