The data synthesis guides for software and AI teams

Featured guide

What is Synthetic Data?

Learn what synthetic data is, how it keeps information safe, and how it helps teams speed up development and testing with high-quality datasets.

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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
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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
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Developer productivity

How to improve data accessibility for software and AI development

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

Deterministic masking, explained

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Tonic Structural
Data de-identification
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Tonic Fabricate how-tos

Managing access to Tonic Fabricate accounts and workspaces

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Tonic Fabricate
Tonic Fabricate how-tos
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Data privacy in AI

PII compliance checklist: how to protect private data

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Tonic Structural
Tonic Textual
Data privacy in AI

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.