The data synthesis guides for software and AI teams

Featured guide

Generating mock APIs for testing and development

Mock APIs are a great tool for testing and development. Learn tools, tips, and best practices to simulate real API responses without backend dependencies.

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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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Test Data Management

Tonic vs Delphix vs K2View vs IBM Optim. A full comparison.

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Tonic Structural
Tonic Ephemeral
Test Data Management
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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.