Security & Governance

Policy Enforcement

• Centralized policy engine with OPA.

• Per-tool access controls and audit logs.

• Content safety checks before model output release.

Identity & Access

• OIDC via Keycloak.

• Role-based access for data and tools.

Data Governance

• Dataset lineage tracked for ingestion and training.

• Encryption in transit and at rest.

• Redaction policies for sensitive data.