Why does AI governance require sensitivity classification?

Because sensitive data — PII, PHI, financial, classified, proprietary — should not flow into a generative model without explicit policy. Classification is the technical control that lets the platform decide what can be retrieved, what can be redacted, and what must be excluded entirely.