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Decision-support workspace

C-10284

QR FRAUD · ₹65,296 · filed 06 Aug 2026 00:58 IST

Chennai, Chennai, Tamil Nadu

Prediction

HighRisk score77.1 / 100confidence: MEDIUM

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 Not a probability that cash will be withdrawn.

Estimated exposure₹65,296
Withdrawal window06:58 – 08:58 IST

Predicted Hotspot

Primary

T Nagar, Chennai

Chennai, Tamil Nadu

88618c4f29fffff

Ranked hotspots

Select to focus map

Expected withdrawal window

06:58 – 08:58 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 74.3%
  • Time Pattern▼ reduces risk 8.0%
  • ATM Proximity▼ reduces risk 5.6%
  • Account Age▼ reduces risk 5.0%
  • Withdrawal History▲ increases risk 3.7%
  • Amount / Frequency▼ reduces risk 2.1%
  • Other factors▼ reduces risk 1.2%

Money trail

Loading money trail

Tracing the transaction chain.

Transaction chain

HopFromToAmountChannelRisk
0ACC-00000001ACC-00000737₹65,296UPIMEDIUM
1ACC-00000737ACC-00000652₹62,747IMPSHIGH
2ACC-00000652ACC-00000524₹61,562IMPSHIGH

Linked accounts

Risk indicator. Not a finding about any person.

AccountTypeBankRisk score
ACC-00000001VICTIMICICI-SimLow
ACC-00000524MULEICICI-SimHigh
ACC-00000652MULEAxis-SimHigh
ACC-00000737MULEHDFC-SimHigh

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