A defense-in-depth approach ensuring data privacy, model explainability, and secure operational boundaries.
Source tracking, role-based access control (RBAC), and data categorization.
PII redaction, GDPR/CCPA automated handling, and right-to-be-forgotten flows.
Bias detection, hallucination checks, and adversarial testing suites.
Complete prompt/response logging, cost attribution, and human feedback loops.
Virtual Private Cloud (VPC), encryption at rest & transit, zero-trust network.