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Tonic AI
PAID · Custom pricingTonic AI generates synthetic data for database testing, anonymization, and AI model training.
4.7(101 reviews) 0 views Updated 8/27/2026
Overview
Tonic AI creates safe, synthetic data that mimics production databases for testing and development. It helps teams build AI models without using real customer data.
Key Features
Synthetic data generation for database testing and AI model trainingTonic Structural generates realistic relational data preserving referential integrityTonic Text for generating synthetic PII-free text data from real documentsSubsetting and masking for creating smaller, anonymized datasetsIntegration with PostgreSQL, MySQL, MongoDB, Snowflake, and BigQuery
Pros
Database subsetting preserves relationships — generated data actually worksPII masking is configurable and audit-friendly for compliance teamsHuge time-saver for engineering teams needing safe test datasets
Cons
Pricing is per-seat and adds up for larger data teamsComplex custom data types sometimes need manual configuration
Pricing
Tonic AI pricing starts at Custom pricing. Enterprise pricing available.
Conclusion
Tonic AI is a good choice for Synthetic data for testing. Pricing is competitive.
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4.7
101 reviews