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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Data privacy in AI

Safeguarding data privacy while using LLMs

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Tonic Textual
Data privacy in AI
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Data de-identification

What is data de-identification?

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Tonic Structural
Tonic Textual
Data de-identification
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Data privacy in AI

Understanding model memorization in machine learning

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Tonic Textual
Data privacy in AI
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Tonic Structural how-tos

Using Tonic Structural and the Safe Harbor method to de-identify PHI

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Tonic Structural
Tonic Structural how-tos
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Tonic Structural how-tos

Maintaining data relationships in Structural generation output

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Tonic Structural
Tonic Structural how-tos
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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

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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