Truth Pattern Labs LLC

Fail-Closed AI Governance and Post-Deployment Verification for Regulated API Environments

Truth Pattern Labs builds structural AI governance systems that enforce safety, auditability, and irreversible controls for regulated deployments, including healthcare. Our systems operate as governance and verification middleware surrounding model APIs, not as model providers or clinical decision systems.

Scope Statement

Truth Pattern Labs does not store, process, or access protected health information (PHI). We operate exclusively as governance and verification middleware surrounding API execution, enforcing access control, execution gating, and auditability without inspecting content.

• —Monotonic enforcement (ALLOW → BLOCK → REVOKE)
• —Cryptographically verifiable audit and replay artifacts
• —Post-deployment measurement without model interference