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Governance

Governance Deep Dive: Approvals Need Evidence Not Personality

Published 2026-05-17 | Evidence-based approval

Approvals should depend on evidence and workflow state, not on who sounded most confident when the system reached a risky branch.

Human review becomes weaker when the loudest opinion wins. Governance is stronger when approvals depend on the same evidence the audit trail will later defend.

Define approvals around

  • Required evidence.
  • Current workflow legality.
  • Clear accountability for the final decision.

Use the trust levels, AuthGuardian, and audit schema to make approvals evidence-based.

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Approve from evidence, not confidence theater.

Use the trust levels, AuthGuardian, and audit schema docs to define approval criteria that stay stable under pressure.

Trust levels AuthGuardian Audit schema