The Data Transformation Guides

Data how-tos, technical overviews, and regulatory recaps.
The Role of Ephemeral Environments in QA
The Role of Ephemeral Environments in QA
Test Data Management
Guide to data privacy compliance for financial institutions
Guide to data privacy compliance for financial institutions
Data synthesis
Understanding automated data redaction
Understanding automated data redaction
Data Masking
The Role of NER in GDPR Compliance and Beyond
The Role of NER in GDPR Compliance and Beyond
Generative AI
Security for Tonic.ai cloud products
Security for Tonic.ai cloud products
Tonic how-tos
What is model hallucination?
What is model hallucination?
Generative AI
What is a database on demand?
What is a database on demand?
Test Data Management
Guide to named entity recognition (NER) models
Guide to named entity recognition (NER) models
Generative AI
What is data de-identification?
What is data de-identification?
Data Masking
How to create database subsets for ephemeral environments
How to create database subsets for ephemeral environments
Tonic how-tos
Understanding Model Memorization in Machine Learning
Understanding Model Memorization in Machine Learning
Generative AI
Using Tonic Structural and the Safe Harbor method to de-identify PHI
Using Tonic Structural and the Safe Harbor method to de-identify PHI
Tonic how-tos
Maintaining data relationships in Structural generation output
Maintaining data relationships in Structural generation output
Tonic how-tos
Integrating Tonic into your data refresh and CI/CD pipelines
Integrating Tonic into your data refresh and CI/CD pipelines
Tonic how-tos
7 Test Data Pitfalls in Software Development
7 Test Data Pitfalls in Software Development
Test Data Management
Guide to test data automation
Guide to test data automation
Test Data Management
Guide to synthetic test data generation
Guide to synthetic test data generation
Data synthesis
Tonic vs Delphix vs K2View vs IBM Optim. A full comparison.
Tonic vs Delphix vs K2View vs IBM Optim. A full comparison.
Test Data Management
What is Data Obfuscation?
What is Data Obfuscation?
Data Masking
Data Masking vs Tokenization: Finding the Differences
Data Masking vs Tokenization: Finding the Differences
Data Masking
What is Data Masking?
What is Data Masking?
Data Masking
Guide to Test Data Management
Guide to Test Data Management
Test Data Management
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.
See all
The Role of Ephemeral Environments in QA
Test Data Management
What is a database on demand?
Test Data Management
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
Top Guide
Generative AI
Dive deep into the key challenges and solutions for RAG and LLM development with these technical guides from our AI engineering team.
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The Role of NER in GDPR Compliance and Beyond
The Role of NER in GDPR Compliance and Beyond
Generative AI
What is model hallucination?
What is model hallucination?
Generative AI
Guide to named entity recognition (NER) models
Guide to named entity recognition (NER) models
Generative AI
Understanding Model Memorization in Machine Learning
Understanding Model Memorization in Machine Learning
Generative AI
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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Understanding automated data redaction
Understanding automated data redaction
Data Masking
What is data de-identification?
What is data de-identification?
Data Masking
What is Data Obfuscation?
What is Data Obfuscation?
Data Masking
Data Masking vs Tokenization: Finding the Differences
Data Masking vs Tokenization: Finding the Differences
Data Masking
What is Data Masking?
What is Data Masking?
Data Masking
Top Guide
Data synthesis
Synthetic data can take many forms and be generated using a variety of approaches. These guides shed light on approaches to data synthesis for software testing and development.
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Guide to data privacy compliance for financial institutions
Guide to data privacy compliance for financial institutions
Data synthesis
Guide to synthetic test data generation
Guide to synthetic test data generation
Data synthesis
Top Guide
Tonic how-tos
Learn how to optimize your use of Tonic's products in these step-by-step guides and tutorials, covering everything from replicating relationships in your structured data to ensuring compliance in your data de-identification.
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Security for Tonic.ai cloud products
Tonic how-tos
How to create database subsets for ephemeral environments
Tonic how-tos
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
Integrating Tonic into your data refresh and CI/CD pipelines
Tonic how-tos
All Guides
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The Role of Ephemeral Environments in QA
The Role of Ephemeral Environments in QA
Test Data Management
Understanding automated data redaction
Understanding automated data redaction
Data Masking
Guide to data privacy compliance for financial institutions
Guide to data privacy compliance for financial institutions
Data synthesis
The Role of NER in GDPR Compliance and Beyond
The Role of NER in GDPR Compliance and Beyond
Generative AI
Security for Tonic.ai cloud products
Security for Tonic.ai cloud products
Tonic how-tos
What is model hallucination?
What is model hallucination?
Generative AI
Guide to named entity recognition (NER) models
Guide to named entity recognition (NER) models
Generative AI
What is a database on demand?
What is a database on demand?
Test Data Management
What is data de-identification?
What is data de-identification?
Data Masking
How to create database subsets for ephemeral environments
How to create database subsets for ephemeral environments
Tonic how-tos
Understanding Model Memorization in Machine Learning
Understanding Model Memorization in Machine Learning
Generative AI
Using Tonic Structural and the Safe Harbor method to de-identify PHI
Using Tonic Structural and the Safe Harbor method to de-identify PHI
Tonic how-tos
Maintaining data relationships in Structural generation output
Maintaining data relationships in Structural generation output
Tonic how-tos
7 Test Data Pitfalls in Software Development
7 Test Data Pitfalls in Software Development
Test Data Management
Integrating Tonic into your data refresh and CI/CD pipelines
Integrating Tonic into your data refresh and CI/CD pipelines
Tonic how-tos
Guide to test data automation
Guide to test data automation
Test Data Management
Guide to synthetic test data generation
Guide to synthetic test data generation
Data synthesis
Tonic vs Delphix vs K2View vs IBM Optim. A full comparison.
Tonic vs Delphix vs K2View vs IBM Optim. A full comparison.
Test Data Management
Guide to Test Data Management
Guide to Test Data Management
Test Data Management
What is Data Masking?
What is Data Masking?
Data Masking
Data Masking vs Tokenization: Finding the Differences
Data Masking vs Tokenization: Finding the Differences
Data Masking
What is Data Obfuscation?
What is Data Obfuscation?
Data Masking

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