Fabricate

Tonic Fabricate is an AI-powered platform used to generate realistic synthetic data completely from scratch, requiring no source data.

About

Fabricate enables developers to quickly create fully functional relational databases, unstructured datasets, and mock APIs based on a schema, sample data, or natural language prompts. Fabricate is primarily used to unblock greenfield application development, accelerate AI model training, and support testing in environments where real or production data is unavailable or restricted.

Hosting

Fabricate is currently available as a Cloud service offered by Tonic.ai.

AI Usage

Fabricate Cloud might use various AI models and services, including:

• OpenAI through Azure OpenAI

• Claude models through the Anthropic API

Documentation

For comprehensive Fabricate feature documentation, go to the Fabricate User Guide.

Audit logs

The Fabricate application saves log files that can be used to:

• Diagnose issues

• Troubleshoot bugs

• Help to identify when performance can be improved

• Generally improve Fabricate and its features

Audits

Fabricate was in scope for Tonic's SOC 2 type 2, period ending in October 2025.

In May 2025, Fabricate underwent a dedicated penetration test.

These documents and Tonic policies are available in our Trust Documents.

Sign-On

Fabricate supports login with Google, Microsoft, and GitHub.

Password encryption

The Fabricate application hashes all stored user passwords.