Sensitive data is everywhere—especially in streaming systems. Personally Identifiable Information (PII) often needs to flow through pipelines for analytics, reporting, or machine learning. But without proper safeguards, handling PII directly is a liability, increasing risks related to compliance, security breaches, and user trust. This is where real-time PII masking