Generating high-quality synthetic test data and mock APIs with agentic AI

Whether you’re building greenfield apps or testing complex microservices, getting quality test data should not take weeks. In this demo, Tonic.ai Head of Engineering Mark Brocato shows how agentic AI transforms data generation into a simple conversation.

The session explores the latest power features of Fabricate’s Data Agent:
• Plan mode: Architect and validate complex data schemas before kicking off data generation.
• Workflows: Automate multi-stage data creation to fit seamlessly into CI/CD pipelines.
• Mock APIs: Instantly serve synthetic data to frontend teams and external integrations.

Attendees learn how to reduce domain expertise requirements and move from prompt to production-ready SQL, JSON, and unstructured files in minutes.