Tonic.ai transforms data for software and AI developers to get them the usable data they need to build applications and train AI models effectively. Through industry-leading data de-identification, synthesis, and subsetting, our products enable on-demand access to safe, high-fidelity versions of structured, semi-structured, and free-text data for software testing and AI model training. Advance AI initiatives, accelerate your engineering velocity, and ship better products, all while safeguarding data privacy.
The Tonic.ai solution suite:
- Tonic Structural for quality test data generation
- Tonic Textual for unstructured data de-identification
- Tonic Fabricate for synthetic relational databases generated from scratch
Tonic Structural is a developer platform for data masking, synthesis, and subsetting to keep test data useful, compliant, and in sync across testing and development environments. Through an intuitive UI and native data connectors, Structural makes it easy to generate realistic test data on demand that looks, acts, and feels like production data because it’s made from production data. Build better, faster, and safer by hydrating your environments with high-fidelity test data from Tonic Structural, the all-in-one test data management solution built for today’s developers.
Tonic Textual enables teams to put their unstructured data to use in AI development while safeguarding against sensitive data leaks and ensuring regulatory compliance. Textual extracts free-text data from wherever it’s stored, detects sensitive information using proprietary NER models, and redacts or synthesizes that information to generate compliant unstructured datasets, ready for use in production or outside of your organization. Thanks to Textual’s secure data de-identification, you can confidently use your free-text data in AI development, from internal RAG systems and model training to external partnerships.
Tonic Fabricate is a developer platform for synthesizing relational databases based on a schema, sample data, or natural language prompts, to equip your teams with scalable databases tailored to your needs. Prototype, build, and test new applications and features with fully functional databases spun up in seconds without the need for any pre-existing data. Hydrate demo, onboarding, and training environments with realistic data to showcase your product’s capabilities, test integrations, and speed your customers’ success. Fuel development, innovation, and sales with synthetic databases from Fabricate.
Founded in 2018, with offices in San Francisco, Atlanta, New York, and London, the company is pioneering enterprise tools for data transformation, de-identification, synthesis, and subsetting, in pursuit of its mission to make data usable. Thousands of developers use data generated with Tonic on a daily basis to build their products faster in industries as wide ranging as healthcare, financial services, logistics, edtech, and e-commerce. Working with customers like eBay, Comcast, American Express, and Volvo, Tonic.ai innovates to advance its goal of advocating for the privacy of individuals while enabling companies to do their best work. For more information, visit https://www.tonic.ai or follow /tonicfakedata on LinkedIn.
Why work with us
Tonic.ai delivers high-quality, production-like synthetic data that accelerates development, enhances testing, and ensures privacy. Unlike basic masking tools, Tonic.ai's solutions preserve data relationships and supports complex schemas across SQL, NoSQL, and SaaS sources. With features like Tonic Ephemeral for instant, auto-expiring databases and Tonic Textual for secure unstructured data, teams move faster and safer, ideal for testing, CI/CD, and AI training. Backed by enterprise-grade security and compliance, Tonic.ai is the smarter, scalable alternative to in-house tools or legacy solutions.
