The data synthesis guides for software and AI teams

Featured guide

Data masking for the insurance industry: a guide

Discover techniques for insurance data masking and how to use data masking tools to protect sensitive data and ensure regulatory compliance. Learn more.

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Data de-identification

What is data de-identification?

Data de-identification
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Tonic Structural how-tos

How to create database subsets for Ephemeral environments

Tonic Structural how-tos
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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

Make your sensitive data usable for testing and development.

Unblock data access, turbocharge development, and respect data privacy as a human right.
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.