Non-Production Data Loader
Deterministic, referentially consistent transformation of production data before it is loaded into development, test, UAT, analytics, or ML environments. Applied inside the production boundary; only transformed data ever leaves.
- Real names → real names, consistently mapped
- Referential integrity preserved across joins and foreign keys
- Native support for Oracle, SQL Server, and DB2
- Wider platform coverage via Oracle GoldenGate
- Applied at source — before egress