Tonic Structural is the modern test data management platform for transforming sensitive production data into safe, high-fidelity test data that preserves your data’s utility. Through an intuitive UI and native data connectors, Structural offers consistent, secure data masking and synthesis that maintains your data’s structure and ensures referential integrity across testing and development environments. Its patented subsetter and built-in solution for spinning up isolated, ephemeral environments on demand equip your developers with targeted datasets to accelerate development and eliminate collisions in testing. Structural makes enterprise data usable for developers so you can leverage your data effectively to propel innovation.

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 an AI-powered platform for synthesizing realistic data from scratch to fuel new product development and AI model training. Whether you need structured data, unstructured data, or mock APIs, Fabricate leverages AI to generate synthetic data at scale and on demand, based on a schema, sample data, or natural language prompts. Build fully relational databases in seconds with unlimited rows and foreign keys intact; incorporate existing data for heightened realism; seed free-text datasets with values pulled from synthesized entities. With Fabricate’s scalable, synthetic data, developers can innovate freely, unblocking greenfield development, optimizing model training, and turbocharging your time-to-market.