Data leaks begin with a single exposed record. Once personal identifiers slip through, they spread fast across systems and clouds, damaging trust and compliance. In a multi-cloud environment, the stakes are higher. Data moves between AWS, Azure, GCP, and private clusters, crossing boundaries that make tracking, securing, and anonymizing challenging.