Tonic

Tonic is a synthetic data generation platform that helps engineering teams create realistic, safe data for development and AI workflows. It solves the common problem of developers waiting for access to production data by generating artificial data that maintains the statistical properties and relationships of real data without exposing sensitive information. The platform can create data from scratch or transform existing production data into privacy-compliant versions.

Tonic works through three main products: Fabricate generates synthetic databases and mock APIs using AI, Structural de-identifies and subsets production databases while preserving referential integrity, and Textual handles unstructured data redaction and synthesis for AI training. What makes Tonic stand out is its focus on maintaining data relationships and business logic across generated datasets, ensuring the synthetic data behaves like real data in testing scenarios. The platform includes compliance features for regulated industries like healthcare and finance.

Software development teams benefit most from Tonic when they need to accelerate testing cycles without compromising data security. AI engineers use it to create training datasets without privacy concerns, and QA teams rely on it for comprehensive testing with data that accurately reflects production environments. Companies in regulated industries particularly value Tonic's ability to help them meet HIPAA, PCI, and GDPR requirements while still enabling rapid innovation.