The data synthesis guides for software and AI teams

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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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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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Read guide
Data synthesis

Guide to synthetic test data generation

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

How to prevent data leakage in your AI applications with Tonic Textual and Snowpark Container Services

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Tonic Textual
Tonic Textual how-tos
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Tonic Textual how-tos

How to automatically redact sensitive text data In JSON format

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Tonic Textual
Tonic Textual how-tos
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Tonic Textual how-tos

De-identifying free-text data in Snowflake using Tonic Textual

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Tonic Textual
Tonic Textual how-tos
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Test Data Management

Tonic vs Delphix vs K2View vs IBM Optim. A full comparison.

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Tonic Structural
Tonic Ephemeral
Test Data Management
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Tonic Textual how-tos

Using custom models in Tonic Textual to redact sensitive values in free-text files

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Tonic Textual
Tonic Textual 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.