Visit
Tonic.ai screenshot
/ 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.

/ 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.

/ Who it's for /

Software engineers, QA teams, and AI/ML engineers at mid-to-large enterprises, especially in regulated industries like healthcare and finance

/ More info /

Background.

Status
launched
Business model
subscription
Company
Tonic.ai
/ Discovered patterns /

Similar projects.

Coming soonSpektrail’s read on Dev Tools

Editorial take on the space this project sits in — momentum signals, adjacent moves, our call on whether the wedge is real. Get pinged when we publish a new read or when the landscape shifts.

Coming soon

Have a take on this space?

Tell us what you’d build differently, where you think the incumbents miss, or what we’ve gotten wrong about this project. Comments + reactions are coming soon.