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Tonic Textual

Generates, de-identifies, and subsets structured and unstructured data for AI training, development, and testing.

www.tonic.aiAIFeb 2019San Francisco, United States51-200Tonic AI, Inc.

Launch screenshots from Product Hunt, Nov 2025

A synthetic data platform that generates, de-identifies, and subsets structured and unstructured data for AI training, development, and testing. It solves the problem of using sensitive production data in non-production environments by providing safe, realistic alternatives. The platform serves developers, data teams, and enterprises across industries like financial services and healthcare. It is delivered as a SaaS platform with three products: Fabricate for generating synthetic data from scratch, Structural for de-identifying structured data, and Textual for redacting unstructured data.

Key features

  • Synthetic data generation
  • Data de-identification
  • Data subsetting
  • Named Entity Recognition
  • Data discovery and classification
  • Guided redaction for government
  • Guided redaction for enterprise
  • Expert determination
  • Clinical notes for AI
  • LinkedIn0.1/day
GTM channels
  • Blog
  • Partner program
  • Marketplace
  • API
  • Docs
  • Changelog
  • Creative ads
ICP
  • Data analytics teams
  • Software developers
  • Enterprises
VendorTonic.ai