Automated Compliance and Regulatory Monitoring Pipeline

Design an end-to-end DevOps solution for automated financial compliance monitoring using Python. Create a containerized system that continuously scans financial transactions, validates regulatory requirements, and generates comprehensive audit logs. Implement a multi-stage pipeline that includes data validation, machine learning-based anomaly detection, and automatic reporting. Use Airflow for workflow orchestration, implement robust error handling, and create a secure, scalable infrastructure that can handle high-volume financial data processing.