AI governance becomes useful only when it changes how an organization approves, builds, buys, deploys, monitors, and retires AI systems. A policy that says “use […]
IAPP Certifications
IAPP CIPM: Privacy Metrics That Show Program Health
Privacy programs often report what is easiest to count: policies published, training completed, assessments opened, or tickets closed. Those numbers can show activity, but activity […]
IAPP CIPT: Privacy Engineering by Design
Privacy engineering turns principles such as data minimization, purpose limitation, access control, transparency, and deletion into system behavior. The goal is not to add a […]
IAPP CIPP/E: GDPR Lawful Bases and Legitimate Interests
Under the GDPR, processing personal data requires more than a useful business purpose. Controllers need a lawful basis under Article 6, and the choice should […]