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Data subsetting extracts a smaller, referentially intact subset of production data for testing. Learn how it works, the main methods, a worked example and how to choose a tool.

PeopleSoft holds some of the most sensitive data an organization keeps: Social Security numbers, salaries, home addresses, and health records for employees or citizens. In production, that data sits behind tight controls. In dev, test, and UAT, it often doesn't. Data...

Many teams copy production data into non-production environments to move fast, and that is exactly where sensitive data can end up exposed. This guide explains how K2view approaches data masking, why its entity-based model matters, and what to weigh before you decide...

Enterprises are generating more data than they can see. You can't govern, secure, or use data you can't find. That is the gap data discovery tools exist to close, and this guide walks through what they do, the features that separate them, the leading options, and how...

Data masking and tokenization both protect sensitive data by replacing it with something safer to handle. They solve different problems, though, and choosing the wrong one adds cost or leaves a gap. This post defines each clearly, sets them side by side on the...

  Testing is an integral and vital part of creating software. In fact, test code is as important as your production code. When you create test code, you need to create test data for your code to work against. This post is about the different types of test...

For years, CA Test Data Manager was one of the default answers in the test data management category. That context changed when Broadcom acquired CA Technologies in 2018, a deal Broadcom valued at roughly $18.9 billion in equity and one that CA's own legal counsel...

Over the past few years, automation has become increasingly prevalent as people rely less on manual work. This trend towards digitalization can be seen in the rise of internet banking and online shopping portals, where people can complete tasks like deposits and...

Data privacy is one of the most pressing issues in the new digital era. Data holds so much value for normal internet users and for all types of companies that are looking to capitalize on this new resource.  To keep data anonymous and private, two types of solutions...

Introduction Salesforce remains the top choice for customer relationship management (CRM), with a 19.5% market share. The company provides more than 150,000 organizations with powerful analytics, marketing automation, and business development services.  Without a...