The data synthesis guides for software and AI teams

Featured guide

Data masking in agile development environments

Learn how to accelerate agile development without slowing down the development process using data masking and ephemeral test data sets.

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Data privacy in AI

Understanding model memorization in machine learning

Data privacy in AI
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Tonic Structural how-tos

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

Tonic Structural how-tos
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Tonic Structural how-tos

Maintaining data relationships in Structural generation output

Tonic Structural how-tos
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Test Data Management

7 test data pitfalls in software development

Test Data Management
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Tonic Structural how-tos

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

Tonic Structural how-tos
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Test Data Management

Guide to test data automation

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.