The data synthesis guides for software and AI teams

Featured guide

What is a rule-based test data generator?

Learn how a rule-based test data generator creates realistic, compliant data driven by logic, constraints, or business rules, and when to use this powerful tool.

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Guide series
Data de-identification
Data synthesis
Test data management
Data privacy in AI
AI model training
Developer productivity
Tonic Structural how-tos
Tonic Textual how-tos
Tonic Fabricate how-tos
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Tonic Textual how-tos

Using custom models in Tonic Textual to redact sensitive values in free-text files

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Tonic Textual
Tonic Textual how-tos
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Test Data Management

Guide to test data management solutions

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Tonic Structural
Test Data Management
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Data de-identification

What is data masking?

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Tonic Structural
Data de-identification
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Data de-identification

Data masking vs data tokenization: differences and use cases

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Tonic Structural
Tonic Textual
Data de-identification
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Data de-identification

What is data obfuscation?

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Tonic Structural
Tonic Textual
Data de-identification

Make your sensitive data usable for testing and development.

Unblock data access, turbocharge development, and respect data privacy as a human right.
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Accelerate development with high-quality, privacy-respecting synthetic test data from Tonic.ai.Boost development speed and maintain data privacy with Tonic.ai's synthetic data solutions, ensuring secure and efficient test environments.