The data synthesis guides for software and AI teams

Featured guide

What is Synthetic Data?

Learn what synthetic data is, how it keeps information safe, and how it helps teams speed up development and testing with high-quality datasets.

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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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Read guide
Test Data Management

7 test data pitfalls in software development

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Tonic Structural
Test Data Management
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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

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.