Resources
Read our blogs, solutions, and case studies, or watch one of our webinars or tutorials to learn more about how test data management can improve your development and test efforts.
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Test Data Management
Test data management is one of the big challenges we face in software development and QA. It is important that test data is highly available, easy and quick to refresh, and compliant with privacy laws and legislation.
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Data Masking
Data masking or anonymization revolves around altering the data in a way that the data remains useful for testing and development, but the identification of a person becomes almost impossible.
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DB Virtualization
This technology allows you to create virtual copies of your databases. These virtual copies are separate from the actual db’s and allow users to work with them in a safe and isolated environment.
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How to organize test data across teams
For software testing the most important factor is to have fast and easy access to test data. However, in most organizations it takes a lot of time and effort...
Test data in waterfall and agile teams
We love to talk about Agile, DevOps, and short-cycle development. And with good reason: these strategies help organizations build better software, faster. But...
How I imagine the use of production data for testing started
I think it started somewhere in the 80s as a pragmatic solution: 'to prevent errors in production, development teams started working with copies of production...
Why test data management is a critical success factor in software development
In software development, everything is about balance, especially between speed, cost and quality. We want to deliver software fast. We want it to be...
Using generative AI for test data generation: possibilities and limitations
In this previous blog post, I discussed the concept of generating test data by training AI on production data. While it’s an intriguing technology, it’s...
Part 2: Identifying and reducing the costs of your test data management process
In the first part of this guide, we looked at three often-overlooked cost drivers in test data management: expensive software licenses, compliance-related...
Is AI the best method to generate test data?
At DATPROF, our development team keeps a close eye on new and emerging technologies—always looking for ways to make test data provisioning faster, more...
DATPROF Experience 2025
DATPROF...
Mongo DB Support DATPROF
MongoDB data...
Test data security – synergizing SAP and non-SAP test data management
This blog about test data security is based on a webinar series that DATPROF and EPI-USE labs made for test managers and their teams. The webinar series is...
Part 1: Identifying and reducing the costs of your test data management process
Investing in better test data management software, ensuring compliance with regulations, and embracing innovation without delay can help you significantly...
Can AI-generated test data be high-quality, safe and compliant?
In my most recent post I evaluated AI-generated synthetic test data. This is a follow up post where I want to dive deeper into the appeal and its limitations....