Trust Score
A composite metric reflecting the overall governance health of an AI application, calculated from PII detection rates, policy compliance, and audit complet
Definition
A composite metric reflecting the overall governance health of an AI application, calculated from PII detection rates, policy compliance, and audit completeness.
Why It Matters for AI Governance
Trust scores provide a single number that executives and compliance officers can use to assess AI governance posture. The score aggregates multiple signals including redaction effectiveness, policy coverage, incident response time, and evidence completeness.
How CrewCheck Handles This
CrewCheck's LLM gateway applies trust score-related controls at the request boundary. Every AI call passes through detection, policy evaluation, and audit logging — ensuring that trust score is addressed consistently across all teams and providers.
The governance dashboard provides real-time visibility into trust score events, with drill-down capabilities for compliance officers and exportable evidence for auditors.