Tonic.ai — Analytics & Data

Tonic.ai is a synthetic data platform that creates realistic, privacy-safe datasets for software development, testing, and AI model training. It solves the problem of accessing realistic data without exposing sensitive information, enabling teams to build and ship faster.

What it does

Tonic.ai analyzes your production database schema and generates fake but statistically accurate data — names, addresses, transactions — that maintains referential integrity and original distributions. It also supports generating data from scratch for new projects.

Who it is for

Best for software engineers needing realistic test data, data teams building demos without PII, AI/ML engineers training models on sensitive unstructured data, and compliance officers ensuring privacy. It is not designed for casual personal use.

Real use cases

Use it to accelerate release cycles with high-fidelity test data, unblock AI training by safely synthesizing unstructured content, or train reinforcement learning agents in simulated environments. Trusted by engineering teams for faster regression testing and onboarding.

• Synthetic data generation — Creates fake data that mimics real patterns, including distributions and correlations.
• Schema-aware — Automatically detects foreign keys, unique constraints, and data types.
• Privacy preservation — No real PII in generated data, compliant with GDPR and CCPA.
• Multi-database support — Works with PostgreSQL, MySQL, Snowflake, BigQuery, and more.
• On-prem deployment — Run inside your own infrastructure for maximum control.
• Unstructured data redaction — Detect and synthesize sensitive data in documents, PDFs, and texts for safe AI use.
• Agentic AI generation — Use Tonic Fabricate to chat with a Data Agent for conversational data creation.

Tonic.ai pricing: from $0/mo (free plan). Billing model: Custom.

For comparison: the median starting price in Analytics & Data is $39/month, measured across 274 tools we track. See the full SaaS Pricing Index →

Free — $0 per month

Includes $10 of monthly credits for basic data export, support via Discord, and deployment via Tonic Cloud. No credit card required.

Plus — $29 per month

Includes $25 of monthly credits with pay-as-you-go for additional usage, basic data export options, support via Discord and email, and deployment via Tonic Cloud.

Enterprise — Custom pricing

Offers custom and pooled usage, centralized billing, expanded export options including Microsoft SQL Server and Oracle, dedicated customer support, multiple workspaces with RBAC, SSO authentication, and deployment via Tonic Cloud or self-hosted. Contact sales for details.

All plans include a free trial tier to start generating data immediately.

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