Radar 3D Console
REDIS: 0.82ms
Overview Site

Real-Time Risk Scoring Engine

POST /predict
Benchmark Presets:
Active Engine:
Account Identifier ID TENSOR
Balance & Drain Signals 4 Features
Balance Drain Ratio 0.98
Night Tx Fraction (00:00-06:00) 0.85
Total Sent (Log Scale) 12.8
Fraud Tx Type Fraction 1.00
Graph Structural & Topology Centrality 4 Features
Out/In Degree Ratio 16.0
Graph PageRank 0.0085
K-Core Embeddedness 8.0
Local Clustering Coeff 0.02
Rolling Velocity Surges 2 Features
24h Tx Velocity 48
24h / 7d Amount Spike 4.50

Evaluation Output & Attribution

Redis Hit: 0.82 ms
RADAR RISK SCORE
C_MULE_8841
98 / 99 BLOCKED
Normal (0-20) Elevated (21-65) High Risk (66-99)
FREEZE ACCOUNT High confidence mule fan-out detected. Automated fund hold & SAR filing triggered.
Top Feature Attributions (SHAP Local Impact)
"Account exhibits classic mule characteristics: 98% balance drain within 2 hours of receiving funds, asymmetric out/in degree ratio of 16.0, and 4.5x surge over 7-day velocity."
Nearline Redis Feature Store
Pre-populates 1,000 risk vectors into Redis to ensure sub-15ms payment gateway SLA.

Mule Network Topology & Spatial Visualizer

C_MULE_8841 MULE HUB
Risk Score: 98.2%
In / Out Deg: 3 / 48
GAT Attn α_ij: 0.9420
PageRank: 0.0085
Identified Mule Account Node
Compromised Source Account
Cash-Out Exit Gateway

Live Payment Events & Stream Inspector

[SYSTEM] Connected to Radar live payment pipeline...
[REDIS] Feature store connected. Nearline cache hot.
[PIPELINE] Batch scoring worker online. Target p99 < 15ms.
STREAM VELOCITY: 24 events/sec
TOTAL PROCESSED: 1,482 transactions
BLOCKED MULES / FRAUD: 14 flagged (0.94%)
REDIS CACHE HIT RATE: 97.4% (<0.8ms read)
P99 SERVING LATENCY: 1.12 ms (SLA: <15ms)

Population Stability Index (PSI) Drift Monitor Sandbox

src/drift/psi.py
Reference (Training) vs Production Distribution
■ Reference (Base) ■ Current (Prod)
Simulate Production Covariate Shift (Mean Shift) 0.05
Simulate Attack Distribution Variance (Spread) 1.0
CALCULATED POPULATION STABILITY INDEX
0.042 MODEL STABLE

PSI < 0.10: Zero significant covariate drift. Model inference is valid and production-stable.