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Fraud Detection Agent

🔧 INTERNAL
🤖
🛡️

Fraud Detection Agent

AI-powered fraud monitoring and prevention system

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7
High Risk Alerts
⚠️
15
Medium Risk
💰
$47,250
Fraud Prevented (30d)
📊
94.2%
Detection Accuracy

Fraud Alerts

⚠️
Identity Fraud
Apr 3, 2026 11:13 AM
Medium Risk
Customer: Michael Chen
Transaction ID: TXN-87907
Amount: $2,472.00
Risk Score: 66/100
Detection Reason:

Billing address mismatch with shipping location

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Identity Fraud
Apr 2, 2026 10:13 PM
High Risk
Customer: Sarah Johnson
Transaction ID: TXN-53069
Amount: $1,996.00
Risk Score: 82/100
Detection Reason:

Unusual purchase velocity detected - 5 transactions in 10 minutes

⚠️
Identity Fraud
Apr 2, 2026 12:13 PM
Medium Risk
Customer: John Smith
Transaction ID: TXN-70204
Amount: $2,972.00
Risk Score: 98/100
Detection Reason:

Transaction pattern matches known fraud signature

⚠️
Refund Abuse
Apr 2, 2026 8:13 AM
Medium Risk
Customer: Robert Wilson
Transaction ID: TXN-48907
Amount: $3,188.00
Risk Score: 93/100
Detection Reason:

Customer behavior deviates from established profile

ℹ️
Chargeback Fraud
Apr 2, 2026 7:13 AM
Low Risk
Customer: Sarah Johnson
Transaction ID: TXN-19083
Amount: $4,798.00
Risk Score: 65/100
Detection Reason:

Customer behavior deviates from established profile

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Refund Abuse
Apr 2, 2026 6:13 AM
High Risk
Customer: Emily Davis
Transaction ID: TXN-70732
Amount: $967.00
Risk Score: 93/100
Detection Reason:

Customer behavior deviates from established profile

ℹ️
Refund Abuse
Apr 2, 2026 5:13 AM
Low Risk
Customer: John Smith
Transaction ID: TXN-57226
Amount: $4,411.00
Risk Score: 98/100
Detection Reason:

Transaction pattern matches known fraud signature

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Refund Abuse
Apr 2, 2026 1:13 AM
High Risk
Customer: Robert Wilson
Transaction ID: TXN-94237
Amount: $1,102.00
Risk Score: 71/100
Detection Reason:

Transaction pattern matches known fraud signature

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Refund Abuse
Apr 1, 2026 5:13 PM
Medium Risk
Customer: Robert Wilson
Transaction ID: TXN-68800
Amount: $3,635.00
Risk Score: 96/100
Detection Reason:

Billing address mismatch with shipping location

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Identity Fraud
Apr 1, 2026 6:13 AM
High Risk
Customer: Robert Wilson
Transaction ID: TXN-88479
Amount: $536.00
Risk Score: 72/100
Detection Reason:

Multiple refund requests within 24 hours from same customer

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Chargeback Fraud
Apr 1, 2026 2:13 AM
High Risk
Customer: Michael Chen
Transaction ID: TXN-93566
Amount: $4,474.00
Risk Score: 98/100
Detection Reason:

Customer behavior deviates from established profile

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Chargeback Fraud
Mar 31, 2026 4:13 PM
High Risk
Customer: Michael Chen
Transaction ID: TXN-59545
Amount: $4,556.00
Risk Score: 67/100
Detection Reason:

Billing address mismatch with shipping location

Fraud Insights

Top Fraud Patterns

Multiple Refund Requests
23 incidents
Chargeback Pattern
18 incidents
Unusual Transaction Velocity
15 incidents
Identity Mismatch
12 incidents

Recent Actions

Transaction $2,450 blocked - High risk pattern
2:08 PM
Manual review approved transaction $890
2:01 PM
New suspicious pattern detected
1:50 PM
Refund abuse prevented - $1,200 saved
1:38 PM
Low-risk transaction cleared automatically
1:13 PM

AI Model Performance

Precision
94.2%
Recall
91.8%
F1 Score
93.0%
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