The data synthesis guides for software and AI teams

Featured guide

Preventing data breaches in AI systems

Learn how to reduce risk and protect sensitive information with practical strategies for preventing data breaches in AI systems. Discover solutions with Tonic.ai.

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Guide series
Data de-identification
Data synthesis
Test data management
Data privacy in AI
AI model training
Developer productivity
Tonic Structural how-tos
Tonic Textual how-tos
Tonic Fabricate how-tos
Products
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Read guide
Data synthesis

Data synthesis vs data masking

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Tonic Structural
Tonic Textual
Data synthesis
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Data synthesis

Data synthesis techniques: a comparison for developers

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Tonic Structural
Tonic Fabricate
Tonic Textual
Data synthesis
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Tonic Fabricate how-tos

Generating mock APIs for testing and development

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Tonic Fabricate
Tonic Fabricate how-tos
Read guide
Developer productivity

How to improve data accessibility for software and AI development

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Tonic Structural
Tonic Textual
Tonic Fabricate
Tonic Ephemeral
Developer productivity
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Data de-identification

Deterministic masking, explained

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Tonic Structural
Data de-identification
Read guide
Tonic Fabricate how-tos

Managing access to Tonic Fabricate accounts and workspaces

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Tonic Fabricate
Tonic Fabricate 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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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.