The data synthesis guides for software and AI teams

Featured guide

Data masking for the insurance industry: a guide

Discover techniques for insurance data masking and how to use data masking tools to protect sensitive data and ensure regulatory compliance. Learn more.

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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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Read guide
Tonic Structural how-tos

Integrating Tonic Structural into your data refresh and CI/CD pipelines

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Tonic Structural
Tonic Structural how-tos
Read guide
Test Data Management

Guide to test data automation

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Tonic Structural
Tonic Fabricate
Test Data Management
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Data synthesis

Guide to synthetic test data generation

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Tonic Structural
Tonic Textual
Tonic Fabricate
Data synthesis
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Tonic Textual how-tos

How to prevent data leakage in your AI applications with Tonic Textual and Snowpark Container Services

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Tonic Textual
Tonic Textual how-tos
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Tonic Textual how-tos

How to automatically redact sensitive text data In JSON format

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Tonic Textual
Tonic Textual how-tos
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Tonic Textual how-tos

De-identifying free-text data in Snowflake using Tonic Textual

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Tonic Textual
Tonic Textual how-tos

Make your sensitive data usable for testing and development.

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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.