Secure data transformation for software and AI developers

Accelerate engineering velocity and ensure compliance with realistic data de-identification for structured and unstructured data

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Tonic Synthetic Test Data Generation Platform for Structured and Unstructured Data

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

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.

Structural

Mimic your production data

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

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.

Ephemeral

Automate data provisioning

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

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.

Textual

Unlock your free-text data for AI

Safely leverage your unstructured data in AI development while safeguarding against leaks and ensuring regulatory compliance through industry-leading free-text redaction and synthesis.

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.

Validate

Maximize RAG performance

Track and enhance RAG system performance over time with real-time monitoring and benchmarking to ensure the accuracy of your RAG responses.

Trusted by engineering teams throughout the world

Senthil Padmanabhan
Technical Fellow, VP of Eng
“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."
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Subset size reduction
Sebastian Kowalczyk
Senior DevOps Engineer
“With Tonic, we’ve shortened our build process from 60 minutes down to 20. Their subsetting and de-identification tools are a critical part of Everlywell’s development cycle, making it easy for us to get data down to a useful size and giving me confidence it’s protected throughout."
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Faster release cycles
Jordan Stone
VP of Engineering
"If I think about what it would cost for us to build something even remotely viable for us to solve our test data problem in the way that Tonic has solved it for us, it's orders of magnitude more than what it costs us to run Tonic Cloud."
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Development hours saved
Kevin Paige
Chief Information Security Officer
“Our security team loves it because it solves a complex problem crucial to reducing risk for our company. Infrastructure loves it because it’s on-prem and easily deployed in a container. And our engineers love it because it’s easy to use and integrates seamlessly into our software development lifecycle without asking them to do any extra work.”
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Certification achieved
Matty Woznick
Enablement Programs Manager
“You can’t tell that our demo environment runs on Tonic data. It is so close to a mirrored experience for what our partners deal with, and that helps us empower them and guide them better. End of story.”
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Faster onboarding
Jason Lock
Senior Software Engineer and Tech Lead
“Tonic drastically reduces the amount of time it takes for a full regression test for all of our core features. Before it was somewhere within a two-week time span for QA to get the data set up; now they are ready to go and have tested all of the core features manually within a half a day.”
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"8PB > 1GB" graphic
Faster regression testing
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Deliver the value of realistic synthetic data across your organization

1

Deploy Tonic

Deploy a self-hosted instance of Tonic, or work with your generated data in Tonic Cloud.

Self-Hosted or Cloud Based Synthetic Data Generation
2

Connect to your data

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

View connection documentation
Tonic Integrates With Relational, NoSQL Databases, Data Warehouses, and File Types for Seamless Data Connectivity
3

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
Consistent Data Masking or Generation of New Synthetic Values That Preserve Database Relationships
4

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

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

Find the plan that

works for you

.

Most Recent
Guides
Explore the world of data masking and discover how it plays a crucial role in safeguarding sensitive information while maintaining data utility.
See all
Static vs dynamic data masking
Data de-identification
De-identifying your unstructured data in Databricks with Tonic Textual
Tonic Textual how-tos
Data anonymization: a guide for developers
Data de-identification
Quickly building training datasets for NLP applications
Data privacy in AI
How to generate synthetic data: a comprehensive guide
Data synthesis
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Build better and faster with quality test data today.

Unblock data access, turbocharge development, and respect data privacy as a human right.
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.