The data synthesis guides for software and AI teams

Featured guide

What is Synthetic Data?

Synthetic data replicates the patterns of real data while removing all sensitive details, giving teams safe, high-quality datasets for development and testing.

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Tonic Structural how-tos

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

Tonic Structural
Tonic Structural how-tos
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Test Data Management

Guide to test data automation

Tonic Structural
Tonic Fabricate
Test Data Management
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Tonic Textual how-tos

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

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

How to automatically redact sensitive text data In JSON format

Tonic Textual
Tonic Textual how-tos
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Test Data Management

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

Tonic Structural
Tonic Fabricate
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

Tonic Textual
Tonic Textual how-tos