Tonic.ai
Tonic.ai provides advanced synthetic data solutions for software and AI engineers, enabling them to build, test, and train models faster while ensuring data privacy.
Our verdict
Who it's for
High-fidelity synthetic data generation and transformation for software and AI development.
Who should look elsewhere
Requires integration into existing development and data workflows.
Pros
- +Significantly accelerates development and testing cycles.
- +Ensures robust data privacy and compliance without compromising data utility.
- +Provides highly realistic and referentially intact synthetic data.
- +Reduces critical defects escaping to production.
- +Unblocks AI initiatives by safely leveraging sensitive unstructured data.
Cons
- −Requires integration into existing development and data workflows.
- −May have a learning curve for advanced customization and policy configuration.
- −Pricing details are not publicly available, requiring a demo or contact.
Key features
- ✓AI-powered synthetic data generation (Tonic Fabricate)
- ✓Production data de-identification and masking (Tonic Structural)
- ✓Referential integrity preservation across complex schemas
- ✓Data subsetting for smaller, targeted datasets
- ✓Unstructured data redaction and synthesis for AI models
- ✓Support for various databases (Postgres, MySQL, Oracle, SQL Server) and file formats (JSON, PDF, DOCX, EML)
- ✓Integration into CI/CD pipelines
- ✓Compliance with regulations like HIPAA and PCI
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| Pay-As-You-Go | $19 | month | Rapid access to cloud offering; Ideal for simple use cases and small data sizes; Monthly credit card subscription |
| Professional | — | month | Simplest and fastest way to generate highly realistic, privacy-preserving synthetic data; Access committed spend discounts; Customer success manager with an annual contract |
| Enterprise | — | month | Complete, self-managed solution; Enable consistent, unified compliance and streamlined productivity across the organization; Includes all data and use cases at scale |
| Free | — | month | Explore the possibilities of data synthesis via agentic AI; Trial access to Data Agent |
Integrations
GitHub
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