What Tonic.ai does
Tonic.ai is a synthetic data platform that helps engineering and AI teams unblock development, testing, and model training without exposing sensitive information. It generates safe, realistic data, either modeled on production patterns or created from scratch, so teams can work with high-fidelity datasets while protecting private data.
Key capabilities
The platform spans several products: Tonic Fabricate generates relational databases, unstructured data, and mock APIs from scratch, including a natural-language AI agent; Tonic Structural de-identifies, subsets, and synthesizes structured data while preserving referential integrity; and Tonic Textual redacts and synthesizes free-text and unstructured files using named-entity recognition. It connects to relational databases, data lakes, NoSQL stores, flat files, and SaaS sources, with deterministic masking and custom sensitivity rules. Compliance certifications include SOC 2, HIPAA, GDPR, and PCI.
Who it's for
Tonic.ai serves software development, QA, and data science and AI teams, especially in healthcare, financial services, and government, for use cases like accelerating development, enabling offshore work, and safely training LLMs on sensitive data.