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Synthetic Test Data Generation

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

Automatically identify sensitive data types and realistically mask or synthesis net new values so development sprints get shorter, cheaper, and you catch more bugs.
See it in action
Everything you need to accelerate engineering velocity and ensure compliance with realistic, secure test data generation.

Four Reasons You Should use a Synthetic Data

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.

#1 Improve Developer Productivity

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

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.

#2 Faster Time-to-Market

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

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.

#3 Stay Compliant

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

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.

#4 Leverage AI & LLMs

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

Deliver the value of realistic synthetic data across your organization

1

Deploy Tonic

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

Self-Hosted or Cloud Based Synthetic Data Generation
2

Connect to your data

Tonic integrates with all the leading databases, data warehouses, and file types.

View connection documentation
Tonic Integrates With Relational, NoSQL Databases, Data Warehouses, and File Types for Seamless Data Connectivity
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Transform your data via realistic masking and synthesis

Automatically identify sensitive data types and realistically mask or synthesis net new values that maintain consistency and preserve relationships across your database

View generator documentation
4

Distribute safe, realistic data to your team, refreshed on demand.

Provision your synthetic data via container repos or by spinning up a net new database, as often as you need.

Seeing is Believing

See how Tonic de-identifies data and brings an end to critical bugs in production caused by incomplete testing

FAQs

You have a variety of options! You can deploy on-prem, through our cloud, or through public cloud such as the Amazon marketplace.

Real world data has the most structural variants. Often developers create test cases for only the happy paths, but don't have the time to think through all of the real world variants. By leveraging production data, you can get test cases that aren't immediately apparent.

Tonic Structural allows unlimited generations, often the most helpful with schema updates or if you want to upsert to do scale testing.

We have several ways you can leverage the data. Most common is writing like to like (such as Postgres to Postgres) with a destination database. This enables you to read/write and is more useful for testing. Otherwise, you can write to a container or an ephemeral, test-specific database with Tonic Ephemeral.

Depends on how you're using the term! Sometimes, you actually don't want to use true rules based generation. We'd be happy to chat to see if we can help your use case.

Yes! As well as a variety of other certificates including HIPAA and Safe Harbor. For more details, visit trust.tonic.ai

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.