The Test Data Guides

Data how-tos, technical overviews, and regulatory recaps.
What is data de-identification?
Data Masking
How to create database subsets for ephemeral environments
Tonic how-tos
Understanding Model Memorization in Machine Learning
Generative AI
Using Tonic Structural and the Safe Harbor method to de-identify PHI
Tonic how-tos
Maintaining data relationships in Structural generation output
Tonic how-tos
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Top Guide
Data masking
Explore the various approaches of data masking and discover how they play a crucial role in safeguarding sensitive information while maintaining data utility.
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What is data de-identification?
Data Masking
What is Data Obfuscation?
Data Masking
Data Masking vs Tokenization: Finding the Differences
Data Masking
What is Data Masking?
Data Masking
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Top Guide
Test Data Management
Learn how test data management (TDM) optimizes software testing, safeguards sensitive data, and ensures compliance. Discover core components, benefits, and solutions.
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7 Test Data Pitfalls in Software Development
Test Data Management
Guide to test data automation
Test Data Management
Tonic vs Delphix vs K2View vs IBM Optim. A full comparison.
Test Data Management
Guide to Test Data Management
Test Data Management
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All Guides
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What is data de-identification?
Data Masking
How to create database subsets for ephemeral environments
Tonic how-tos
Understanding Model Memorization in Machine Learning
Generative AI
Using Tonic Structural and the Safe Harbor method to de-identify PHI
Tonic how-tos
Maintaining data relationships in Structural generation output
Tonic how-tos
7 Test Data Pitfalls in Software Development
Test Data Management
Integrating Tonic into your data refresh and CI/CD pipelines
Tonic how-tos
Guide to test data automation
Test Data Management
Guide to synthetic test data generation
Data synthesis
Tonic vs Delphix vs K2View vs IBM Optim. A full comparison.
Test Data Management
Guide to Test Data Management
Test Data Management
What is Data Masking?
Data Masking
Data Masking vs Tokenization: Finding the Differences
Data Masking
What is Data Obfuscation?
Data Masking