Command Center
Live monitoring active — updates every 3-8 seconds
0
Total Transactions
+0 today
0
Fraud Detected
0% rate
$0
Amount Blocked
Protected funds
--
API Latency
avg response
Transaction Volume (24h)
Risk Distribution
Recent Alerts
Waiting for alerts...
Fraud by Category
Live Alerts
Real-time fraud alerts — requires immediate review
Scanning for fraud...
Transaction Explorer
Browse, search, and investigate all transactions
0 transactions
| Transaction ID | Amount | Merchant | Risk Score | Risk Level | Status | Time | Actions |
|---|
Model Performance
Monitor ML model accuracy, precision, recall, and threshold tuning
90.1%
Accuracy
+0.2% this week
88.5%
Precision
High confidence
85.2%
Recall
Low miss rate
0.867
F1 Score
Excellent
ROC Curve (AUC = 0.9007)
Threshold Tuning
0.50
Feature Importance
Analytics
Deep-dive into fraud patterns, trends, and geographic distribution
Fraud Trend (30 Days)
Hourly Pattern
Top Countries
Top Merchants (Fraud)
Card Type Breakdown
A/B Model Testing
Compare model versions side-by-side and promote the winner
Model A - XGBoost v2.1 CHAMPION
Accuracy90.1%
Precision88.5%
Recall85.2%
F1 Score0.867
AUC-ROC0.9007
Latency42ms
Traffic Split80%
Model B - LightGBM v1.4 CHALLENGER
Accuracy96.8%
Precision93.4%
Recall92.6%
F1 Score0.930
AUC-ROC0.9007
Latency28ms
Traffic Split20%
A/B Performance Over Time
Traffic Split Control
80%
Model B receives 20% of traffic
System Health
Monitor infrastructure, API endpoints, and resource utilization
99.97%
Uptime (30d)
SLA compliant
38%
CPU Usage
Normal load
62%
Memory Usage
2.4GB / 4GB
127
Requests/sec
Healthy
Service Status
Fraud Detection API
Operational
ML Model Server
Operational
Database (BigQuery)
Operational
Cloud Pub/Sub
Operational
Alert Engine
Degraded
CPU & Memory (1h)
Resource Utilization
CPU Load
38%
Memory
62%
Disk I/O
24%
Network Bandwidth
71%
GPU (ML Inference)
55%
Cost Tracker
Monitor Google Cloud spending, API costs, and budget alerts
$847.32
This Month
+12% vs last month
$28.24
Today's Cost
On budget
$1,200
Monthly Budget
70.6% used
$0.00042
Cost per Prediction
Efficient
Daily Spend (30 Days)
Cost Breakdown
API Tester
Test the fraud detection API with custom or preset payloads
Request
Response
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Request History
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Intelligent Fraud Detection Platform
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Alert Settings
Play beep for HIGH risk transactions
70%
Transactions above this risk score trigger alerts