Azure AD access control is the backbone of secure authentication across cloud apps, APIs, and microservices. But when you mix in masked data snapshots for testing, analytics, or compliance verification, everything gets trickier. The wrong integration can break permissions, reveal sensitive fields, or block valid users. Done right, it becomes