The AI agent for synthetic data generation

Generating realistic data for any domain is now as simple as asking for it. Build, test, and train without limits, using scalable synthetic data created on demand by the Fabricate Data Agent.

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Turbocharge product development, AI model training, and sales with synthetic data via agentic AI

Generate relationally intact databases for any domain to unblock development

Prototype, build, and test new applications and features with fully functional synthetic databases spun up in seconds, without the need for any pre-existing data or in-house domain expertise.

A screenshot of the Tonic Fabricate UI showing unstructured data generated by the Fabricate Data Agent.

Create context-rich unstructured data to fuel AI initiatives

Accelerate AI model training with unstructured datasets generated on demand and seeded with realistic synthetic structured data tailored to your needs.

Get the data you want in the format you need

Spin up synthetic databases for Postgres, MySQL, Databricks, and Oracle, or export your data as JSON, PDF, DOCX, EML files, and more, to meet the needs of your testing and training workflows.

Ensure complete test coverage for JSON data structures

Automatically populate JSON columns and files with realistic, nested, and varied synthetic data, allowing you to thoroughly test every permutation and edge case of your application's data layer.

Uplevel sales demos and onboarding with tailor-made synthetic datasets

Hydrate your demo, onboarding, and training environments with realistic domain-specific datasets to capture your audience, showcase your product’s capabilities, and speed your customers’ success.

Add the Data Agent to your team and chat your way to synthetic data

1

Prompt

Chat with the Fabricate Data Agent to describe the data you need. Use natural language, paste in a schema, or provide sample data—no domain expertise necessary.

2

Generate and iterate

Watch the Data Agent create your data in real-time, then provide it with feedback to fine-tune the dataset to your needs.

3

Export

Export your data as a database in CSV, PostgreSQL, MySQL, and more, or as files, including PDFs, docx, and emails, to fill your data gaps in the formats you need.

4

Deliver

Integrate your synthetic datasets directly into your CI/CD pipelines to accelerate development, testing, and AI workflows with realistic, scalable data.

Fabricate + Structural

Get all the data your developers need by pairing Fabricate’s data synthesis capabilities with Structural’s data de-identification and subsetting, for full lifecycle coverage to advance your development and testing workflows to new heights.

Featured
Resources
Learn more about Tonic Fabricate through in-depth guides and supporting resources.

Generating mock APIs for testing and development

Tonic Fabricate how-tos

Managing access to Tonic Fabricate accounts and workspaces

Tonic Fabricate how-tos

Uploading and referencing production data in a synthetic dataset, with Tonic Fabricate

Tonic Fabricate how-tos

Customizing foreign key distribution in synthetic data with Tonic Fabricate

Tonic Fabricate how-tos

Tonic.ai acquires Fabricate, expanding its leadership in synthetic data for software and AI development

Press release
Accelerate development with high-quality, privacy-respecting synthetic test data from Tonic.ai.Boost development speed and maintain data privacy with Tonic.ai's synthetic data solutions, ensuring secure and efficient test environments.