A prototype AML (Anti‑Money Laundering) monitoring API built with FastAPI and Pydantic. It ingests transaction messages, applies a cascading classification pipeline (rule‑based → lightweight ML → LLM), and emits risk scores and alerts for suspicious activity. Data validation, model integration, scalable deployment, and real‑time monitoring.