Kastra enforces preventing PII leakage from LLM outputs at the moment of execution and writes a signed evidence record for every response. Auditors get a complete, append-only trail of who attempted what, what policy fired, why the decision was made, and what data was touched. This evidence maps directly to FedRAMP, FISMA, CJIS, IL5 control families.