Topics
Test data management by topic
Each hub starts with one broad pillar page and lists the narrower pages on the same subject, so you can read a topic in order instead of searching for it.
Test data management fundamentals
What test data management is, why production copies are risky, and how teams treat test data as a governed product across DEV, QA, SIT, UAT and performance environments.
Start with: What is Test Data Management?
Data masking and pseudonymization
How data masking works, how it differs from tokenization and anonymization, how to keep identities consistent across systems, and how sensitive columns are found first.
Start with: Data masking
Subsetting and referential integrity
How to cut a small, consistent slice of a large estate: entity-based subsetting, referential integrity, cross-system relationships and sizing a subset before you build it.
Start with: Data subsetting
Synthetic test data
When synthetic data is the right choice, when masked production-like data is better, and how to plan synthetic scenarios for edge cases that production rarely contains.
Start with: Synthetic vs masked production-like data
Test data in CI/CD and ephemeral environments
Giving every pipeline run and short-lived environment its own policy-certified dataset: environment leases, clean-up, refresh cadence and handling schema drift.
Start with: TDM in CI/CD
Customer-resident processing and evidence
How DataNivra keeps row-level processing inside your environment, what metadata reaches the control plane, how datasets are certified against policy gates and what evidence is kept.
Start with: Customer-resident data processing
Connectors and data sources
Test data management per source type and per database: connector status from the product registry, read-only access, and guides for databases, warehouses, lakehouses and storage.
Start with: Integrations
Industry test data
Test data for regulated industries: healthcare, financial services, banking and insurance guides, plus every installed DataNivra industry pack with its entities and scenarios.
Start with: Industry Packs