The data synthesis guides for software and AI teams

Featured guide

What is Synthetic Data?

Synthetic data replicates the patterns of real data while removing all sensitive details, giving teams safe, high-quality datasets for development and testing.

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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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Managing test data from multiple sources without losing consistency

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Tonic Structural
Tonic Textual
Test Data Management
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Test data subsetting strategies for targeted software testing

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Tonic Structural
Test Data Management
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Creating unstructured files from Fabricate Data Agent generated data

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Tonic Fabricate
Tonic Fabricate how-tos
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Using real-world data for synthetic data generation with the Fabricate Data Agent

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Tonic Fabricate
Tonic Fabricate how-tos
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Synthetic data for agentic workflows: A guide

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Tonic Structural
Tonic Textual
Tonic Fabricate
Data synthesis
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Named Entity Recognition for data compliance automation

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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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