The data synthesis guides for software and AI teams

Featured guide

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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AI model training

What is model hallucination?

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Tonic Textual
AI model training
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AI model training

Understanding named entity recognition (NER) models

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Tonic Textual
AI model training
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Test Data Management

What is a database on demand?

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Tonic Ephemeral
Test Data Management
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Data privacy in AI

Safeguarding data privacy while using LLMs

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Tonic Textual
Data privacy in AI
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Data de-identification

What is data de-identification?

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Tonic Structural
Tonic Textual
Data de-identification
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Tonic Structural how-tos

How to create database subsets for Ephemeral environments

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Tonic Ephemeral
Tonic Structural
Tonic Structural how-tos

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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.