Tonic.ai
Synthetic and de-identified data platform for AI development.
About
Tonic.ai is a data platform built for safe AI development across two dimensions: generating net-new training data and unlocking sensitive data teams already hold. Tonic Fabricate generates realistic synthetic structured datasets, unstructured text, and mock APIs from scratch, modeled on an existing database, or from natural language prompts, for RL environments, eval datasets, fine-tuning data, and cold-start scenarios.
Tonic Textual detects, redacts, and synthesizes sensitive information in unstructured sources (emails, transcripts, clinical notes, contracts) using proprietary NER models so the data can feed model training and RAG systems without privacy risk. Each product ships with a dedicated AI agent for conversational configuration. The company reports SOC 2 Type 2 coverage and HIPAA/GDPR-oriented workflows; compliance claims are vendor-reported.
What it can do
- AI-generated synthetic structured data and mock APIs
- PII/PHI detection, redaction, and synthesis in unstructured text
- Agentic conversational configuration for each product
- Referential integrity across generated datasets
- SOC 2 Type 2 audited platform (vendor-reported)
Setup
Sign up for Tonic Cloud; Fabricate offers a free trial. Connect a database or describe the schema in natural language to start generating.
Prerequisites
A data source or schema description; cloud account for the hosted service.
Use cases
Works with
Trust score — 7/10
Scored 7/10 (metrics tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 107; Trending score 74/100 from researcher assessment.
Sources
Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.