Picture an AI agent rummaging through your production database. It is fast, clever, and utterly fearless. But without data masking, it is also reckless. That single misconfigured query could spill secrets, personal identifiers, or financial records into logs, dashboards, or training data. One leak, and your compliance team enters panic