Test data platform for developers

Bring an end to critical bugs in production caused by incomplete testing

Tonic.ai enables you and your team to create look-alike synthetic data that replicates your production’s data relationships, schema, underlying business logic, and more.

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Test data that feels, looks, and means the same as the original data.

Accelerate engineering velocity and ensure compliance with realistic, secure test data generation

Generate secure and scalable synthetic data, when you need it, where you need it

Fix your staging environments

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Unblock local development

Get rapid access to de-identified datasets that are fully representative of production, subset down for efficiency, and spun up with ease, as often as you need.

Keep data environments fresh and in sync

Eliminate lags in getting data to development and testing, by ensuring that all your environments are hydrated with consistent, up-to-date data, refreshed on demand.

Don’t let compliance slow you down

Generate realistic test data that ensures privacy and utility, to achieve regulatory compliance across your organization without introducing dysfunction into your developer workflows.

"The faster lead time that we have with QA, the more things we can test in a day, the faster we can release and at higher quality than before. We’re happy with how Tonic fits into our toolset."

Felipe Talavera

Engineering Fellow

"Tonic has an intuitive, powerful platform for generating realistic, safe data for development and testing. Tonic has helped eBay streamline the very challenging problem of representing the complexities contained within Petabytes of data distributed across many environments."

Senthil Padmanabhan

VP of UX Engineering and Developer Productivity

All the tools you need to create realistic test data

Breakdown the walls preventing data sharing within your organization

Privacy detection

Define and detect sensitive fields in your database with our Privacy Hub. Download privacy reports to share how secure your test data is with internal or external stakeholders.

Consistent data masking

De-identify data consistently across tables and across databases to maintain referential integrity. Create virtual foreign keys, as needed, to preserve all relationships.

Database subsetting

Select a percentage of your database or use a WHERE clause to pull only the data you need from across your database. Subset PBs down to GBs while maintaining referential integrity.

Output management

Send your data where you need it: designated static environments, ephemeral environments spun up on demand, or even container repos!

Native integrations

Tonic provides robust native connectors to the world's top data sources, ensuring faster data generation whether self-hosted or on the cloud.

Semi-stuctured & free text

We offer support for NoSQL, JSON, Word, PDF, and txt, as well as for traditional structured databases.

FAQs

We deploy either on the cloud or self-hosted. Cloud is the fastest way to start generating data.

Tonic collects information of the end user who made the request (i.e. browser or OS) and meta data around the request (Tonic license version, database type, HTTP post parameters). Tonic will never see the content of the source, destination, or application databases that connect to the Tonic application. We also do not store any datastore credentials such as URL, IP address, credentials, or proxy information.

From legacy on-prem to cloud native, we support a wide range of databases and are continuously adding more. Check our integrations product docs to see if your database is supported. If not available, ask us in our contact form or request a demo. It may already be in the works!