Using live data outside production is one of the fastest ways to create compliance risk, because it quickly becomes harder to control who can access it, how it is handled, and how long it is kept. A Test Data Management (TDM) approach provides exactly the kind of controls SOC 2 auditors look for in this situation: an automated, traceable end-to-end process for protecting, provisioning, and removing customer data so it can be used safely in non-production environments. Read more
DORA requires financial institutions to run tests that prove their systems can withstand operational disruption, without exposing sensitive data. This article explains how Test Data Management (TDM) provides the realistic but safe data needed for resilience testing and the governance controls required under DORA’s ICT risk management rules. Read more
How do we protect sensitive data and still get realistic test databases without creating a masking process that is slow, brittle, or impossible to maintain? This article sets out five practical ways that Redgate Test Data Manager helps teams deliver secure, realistic test data reliably. Read more
Getting realistic test data from large production databases can be a challenge, especially when you're trying to keep dev environments lightweight and secure. Redgate Test Data Manager includes a subsetting CLI that simplifies this by letting you generate smaller, fully representative subsets automatically. This article will walk you through getting started: from setup and configuration to running and refining simple subset operations. Read more
Redgate Test Data Manager is designed to provide secure, anonymized, and representative copies of production databases. This article focuses on the role of deterministic data masking, transforming PII consistently across tables, even when no logical relationship exists between them, and explains how it works. Read more
This is the first of two articles to describe the principles and practicalities of masking data in databases. It explains why an organization sometimes needs masked data, the various forms of masked data we can use, the sort of data that needs to be masked, and the potential pitfalls. Read more
This article takes a strategic look at common data masking and anonymization techniques, and the challenges inherent in protecting certain types of sensitive and personal data, while ensuring that it still looks like the real data, and retains its referential integrity, and distribution characteristics. It also explains, briefly, with references, the tools that one can use to mask different types of data and how to provision development and test machines with these 'de-sensitized' databases, or alternatively to produce fake data that looks like the real thing, but in fact is generated randomly. Read more
Redgate Test Data Manager will prepare, manage and deliver the test data required to support the full range of development and test activities for any database project. It allows for extensive and automated testing that leads to reliable, online deployment of database changes. Read more
Any organization that aims for reliable, online deployment of database changes needs a Test Data Management (TDM) strategy that allows developers to test the database early, thoroughly, and repeatedly, with the right test data. The benefits include more resilient database deployments, fewer bugs, and shorter lead time for changes. Read more
