Tonic.ai
tonic.aiStop waiting for data. Start shipping.
Dev Toolssynthetic-datatest-datadata-privacydata-maskingai-trainingcompliancetesting-qa
About
Tonic.ai is a synthetic data platform that helps engineering and AI teams generate, de-identify, and subset both structured and unstructured data at scale. The platform includes three products: Tonic Fabricate for generating synthetic data from scratch, Tonic Structural for transforming production databases into safe test data, and Tonic Textual for redacting and synthesizing sensitive unstructured data. It is designed for regulated industries where using real production data in development, testing, or AI training would create privacy or compliance risks.
Problem
Development and testing workflows are blocked by slow data provisioning and the risk of exposing sensitive production data in non-production environments.
For
Software engineers, QA teams, and AI/ML engineers at mid-to-large enterprises, especially in regulated industries like healthcare and finance
How it works
Tonic connects to production databases or generates data from scratch, applies automated masking, de-identification, and subsetting to produce realistic, privacy-safe datasets for development, testing, and AI training.
Business model
subscription
Status
launched
Company
Tonic.ai