Generate synthetic data from scratch with Fabricate

Build without limits. Create scalable synthetic data from scratch to develop, test, and train—no production data required.

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Turbocharge product development, AI model training, and sales

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Unblock greenfield app 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.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Accelerate AI initiatives

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

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Build and test API workflows

Simulate API responses in a controlled environment without relying on production data or real back-end systems to ensure privacy and consistency throughout testing cycles.

Bring an end to critical bugs in production and accelerate your release cycles by fueling your staging and QA environments with data that mirrors the complexity of production.

Uplevel sales demos and onboarding

Hydrate your demo, onboarding, and training environments with realistic data to showcase your product’s capabilities, test integrations, and speed your customers’ success.

AI-powered synthetic data generation for every workflow

1

Prompt

No production data needed. Start from any of the following prompts:

  • a schema, including SQL, Prisma, Postgres, schema.rb, and more
  • sample data
  • natural language prompts
  • a blank workspace
2

Generate

Leverage 100+ built-in data generators for both structured and free-text data, offering full control over relational integrity, cardinality, and the ability to augment existing data, including support for derived columns, to effectively model real-world trends and functional dependencies.

3

Export

Export your data in formats such as CSV, PostgreSQL, SQL, JSON, etc. enabling seamless integration with your existing workflows or push data directly into your database.

4

Deliver

Integrate 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.

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

Unlock the power of scalable synthetic data today

Harness the flexibility to generate and customize synthetic data, and equip your teams with realistic, scalable, relationally-consistent datasets tailored to your needs.
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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.