Synthetic Data Overlay

Replace sensitive values with synthetic ones that preserve shape and joinability.

When to invoke

• pii-flag has produced a report and the user wants remediation by substitution (rather than drop or hash).
• User wants to share or publish a dataset while preserving analytical structure.

Strategies

Choose per column based on the kind of data: