Avoid production data exposure
Use realistic generated records instead of copying real customer addresses into development or staging environments.
Keep local formats
Synthetic does not have to mean messy. Country-aware formats help reveal validation and layout issues.
Repeat with seeds
Seeded output helps QA teams reproduce known datasets across bug reports and regression runs.