Fraud Detection Real-Time Transaction Monitoring System

Construct a distributed real-time fraud detection automation framework capable of processing millions of financial transactions. Create a system with: 1) Stream processing architecture for instant transaction analysis, 2) Multiple machine learning models for anomaly detection, 3) Adaptive risk scoring mechanisms, 4) Automatic quarantine and investigation workflows for suspicious transactions, 5) Comprehensive reporting and regulatory compliance tracking.