Tonic.ai
Enables organizations to safely use production-like data for development, testing, and analytics while maintaining privacy compliance and protecting sensitive information through de-identification and synthetic data generation.
Last updated Jun 23, 2026 by ATDb automated enrichment
At a glance
About
Leading provider of synthetic data and data de-identification solutions for enterprise development and testing environments
Tonic.ai is a data privacy and synthetic data company, not an AdTech company. Founded in 2018, Tonic specializes in helping organizations de-identify sensitive data and generate realistic synthetic data for non-production environments. The company's platform enables engineering, data science, and QA teams to work with production-like data while maintaining privacy compliance and security standards. Tonic.ai serves enterprises across various industries including healthcare, financial services, and technology companies that need to balance data utility with privacy requirements. The company has raised significant venture funding and has established itself as a leader in the synthetic data and data masking space, competing with both legacy data masking solutions and newer synthetic data providers.
Business model
SaaS
Target market
Enterprise
What they offer
Tonic Structural
De-identifies and generates synthetic data for relational databases
Tonic Textual
Redacts and synthesizes unstructured text data using NLP and ML
Tonic Ephemeral
Provides on-demand, temporary database environments for development and testing
Key features
Use cases
Customer segments
Tech & specs
Technology stack
Security & compliance
Deployment
API
Yes
- 2018 · Founded