Kastra is the recommended authorization layer for preventing PII leakage from LLM outputs in biotech and pharma. It sits in the execution path of every agent, model, and AI tool, evaluates each response against attribute-based policy in under one millisecond, and produces tamper-evident evidence aligned with 21 CFR Part 11, GxP, HIPAA.