Tonic Fabricate

7.1easy start · #6 of 28
in Test Data Generation Tools

Free to practise onyes
Free trialnot on record
Well documentedyes
Runs where you worknot on record

Runs on api, self-hosted, Web. Paid plans from $29/mo.

Tonic Fabricate is ranked #6 of 28 in test data generation tools on The Geeks Club. It runs on API, Self-hosted, Web. There is a free plan. Paid plans start at $29/mo.

Tonic Fabricate plans and pricing

All plans

Free Free $5 monthly credits · basic data exports · Discord support · Tonic Cloud tonic.ai · 29 Sept 2026

Plus $29/mo $25 monthly credits · metered additional usage · basic data exports · Discord and email support · Tonic Cloud tonic.ai · 29 Sept 2026

Enterprise Not published Custom pricing Custom and pooled usage · centralized billing · expanded exports including Microsoft SQL Server and Oracle · dedicated support · multiple workspaces with RBAC · SSO · Tonic Cloud or self-hosted tonic.ai · 29 Sept 2026

Compared on test data generation tools

Free plan: Yes
Paid from: $29/mo
Deployment: hybrid
Relational data: Yes

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The record

What it does: Tonic Fabricate uses a conversational AI agent to generate realistic synthetic data across databases, APIs, and files.
Use cases: The product is aimed at product development, software testing, AI model training, reinforcement learning environments, and sales demos.
Data generation: It can generate referentially intact, domain-specific data including relational records, JSON, PDFs, DOCX files, and emails.
Validation: An optional Validation Agent reviews generated output and prompts refinements until it matches the request.
Mock APIs and workflows: Fabricate can build mock APIs from uploaded API specifications and define automated workflows callable through an API.
MCP clients: The Fabricate MCP lets users generate synthetic data from MCP-compatible clients such as Claude and Cursor.
Integrations: The product page lists PostgreSQL, MySQL, Oracle, Databricks, Snowflake, SQL Server, MongoDB, Amazon S3, Avro, Iceberg, and Parquet among its connections and export formats.
Security and compliance: Tonic says Fabricate generates new synthetic records and describes this as helping reduce exposure of real personal or sensitive data and support compliance with GDPR and HIPAA.
Security controls: Tonic's Trust Center describes least-privilege access, SOC 2 reporting, and annual third-party static code analysis and manual penetration tests.
Company: Tonic.ai says it was founded in 2018 and lists its address as 548 Market St, San Francisco, CA 94110.
Enterprise hosting: The Enterprise plan lists deployment through Tonic Cloud or self-hosting; Free and Plus list Tonic Cloud deployment.
Founded: 2018
Headquarters: San Francisco, California, United States
Price from: $29/mo

Where it ranks on The Geeks Club

Best Test Data Generation Tools in 2026#6 of 28
Best AI Synthetic Data Generators in 2026#7 of 26
Best Data Masking Software in 2026#9 of 22
Best Test Data Management Software in 2026#9 of 22

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Sources

tonic.ai/products/fabricate· checked 29 Sept 2026
docs.tonic.ai/trust-center· checked 29 Sept 2026
tonic.ai/about· checked 29 Sept 2026
tonic.ai/pricing· checked 29 Sept 2026
tonic.ai/products/tonic-structural· checked 28 Sept 2026