The all-in-one synthetic test data platform for developers

Tonic Structural is a test data management solution for complex structured, semi-structured, and document-based data
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Features

All the capabilities you need to generate synthetic data from real data for complex dat management and effective end-to-end testing in any developer environment.
Masking
Securely transform your data without losing its utility.
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Subsetting
Shrink down your database while maintaining referential integrity.
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Synthesis
Maximize the realism and privacy of your test data.
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The value of synthetic test data
Developer productivity

Accelerate development, testing, and QA to shorten your sprints and get your products to market faster.

Faster time-to-market

Enable shift-left testing and development with better data for earlier bug detection and product optimization.

Cost savings

Eliminate resource-heavy workarounds and reduce infrastructure costs by streamlining DevOps test data management.

Data governance

Ensure regulatory compliance and reduce risk in your lower environments by enforcing security policies within test data generation.

Global enablement

Unblock off-shore teams and maximize your resources with synthetic test data that is safe, useful, and accessible.

Data and technology stack integrating Tonic Structural synthetic test data platform for improved productivity and management

Test data applications for development and QA workflows

For testing and QA
Generate synthetic test data that mirrors production to fix your staging environments, catch more bugs, and shorten release cycles.
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For local development
Get smaller, targeted datasets, de-identified on demand, to maximize your efficiency and minimize your risk.
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Tonic integrates with every leading database

Tonic Structural supports leading databases, like MySQL, PostgreSQL, SQL Server, and Oracle, offering seamless synthetic data generation and management for all your development and testing needs.
Image showing that Tonic Structural integrates with every leading database, including MySQL, PostgreSQL, SQL Server, MongoDB, and Oracle database
“Tonic has an intuitive, powerful platform for generating realistic, safe data for development and testing.”
Senthil Padmanabhan
Senthil Padmanabhan
Technical Fellow, VP of Engineering
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Resources
Explore our guides on all things synthetic test data, from the various approaches of data masking to how to apply test data best practices in implementing test data management software.
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Quickly building training datasets for NLP applications
Generative AI
De-identifying your unstructured data in Databricks with Tonic Textual
Tonic how-tos
Data anonymization: a guide for developers
Data Masking
Quickly building training datasets for NLP applications
Generative AI
How to generate synthetic data: a comprehensive guide
Data synthesis