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

Named Entity Recognition for data compliance automation

Tonic Textual
Data privacy in AI
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Developer productivity

How to hydrate agile development environments with realistic test data

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Developer productivity
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Developer productivity

Build vs buy: Your guide to scalable synthetic data via LLMs

Tonic Fabricate
Developer productivity
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Data synthesis

How to generate synthetic data via agentic AI

Tonic Structural
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Data synthesis
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Tonic Structural how-tos

How to use Structural data and Claude Code for test automation

Tonic Structural
Tonic Structural how-tos
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Test data management

How to ensure test coverage for edge cases with representative data

Tonic Structural
Tonic Textual
Tonic Fabricate
Test data management