The data synthesis guides for software and AI teams

Featured guide

Clinical data extraction: How to unlock critical health information

How to extract structured insights from unstructured clinical notes, EHRs, and health records to power AI, research, and care—without exposing PHI.

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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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Tonic Textual how-tos

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

Tonic Textual
Tonic Textual how-tos
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Data de-identification

What is data masking?

Tonic Structural
Data de-identification
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Data de-identification

Data masking vs data tokenization: Differences and use cases

Tonic Structural
Tonic Textual
Data de-identification