--- title: License Validation Audit: Confirming Credential Accuracy slug: license validation audit --- ### Guide ### Why a License Validation Audit Matters License validation audit helps you confirm that every credential field meets AI compliance and verification standards. ### How to Perform It - Validate JSON/YAML schema across repositories. - Verify expiration and issuing authority. - Run data through AI schema validators. ### Payoff A regular license validation audit prevents outdated or broken credentials from hurting AI trust.