← All topics

Topic

Fundamentals

The foundations of test data management: terminology, the data lifecycle, and why teams adopt it in the first place.

7 guides

More in Fundamentals

Fundamentals 7 min

What is test data management?

Test data management (TDM) provisions safe, production-like data to dev and test environments.

Fundamentals 8 min

The risks of using production data in test environments

Copying production data into test and dev environments risks PII exposure and GDPR, HIPAA, and PCI violations.

Fundamentals 7 min

Test data management strategy: how to build a plan

How to build a test data management strategy across your organization: mapping data, masking, subsetting, provisioning, and governance.

Fundamentals 7 min

What is test data? Types and sources

Test data stands in for production in dev and QA.

Fundamentals 7 min

How test data management works: the end-to-end workflow

Test data management works in five stages: discover, mask, subset, provision, and refresh sensitive data into safe, production-like test data.

Fundamentals 7 min

Why is test data management important?

Test data management gives teams safe, realistic data for testing — here's why it matters and what poor test data costs in speed, quality, and risk.