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 privacy in AI

Preventing data breaches in AI systems

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Tonic Structural
Tonic Textual
Tonic Fabricate
Data privacy in AI
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AI model training

How to prepare machine learning data responsibly

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Tonic Textual
AI model training
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Data privacy in AI

Data masking and artificial intelligence: Protecting data

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Tonic Structural
Tonic Textual
Data privacy in AI
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Developer productivity

Data masking in agile development environments

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Tonic Structural
Developer productivity
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Test Data Management

Masking and subsetting data to optimize test data pipelines

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Tonic Structural
Test Data Management
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Data synthesis

Data synthesis vs data masking

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Tonic Structural
Tonic Textual
Data synthesis

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.