Tonic.ai Launches Fabricate Data Agent to Deliver Hyper-Realistic Synthetic Data via Agentic AI

Why It Matters

By automating the creation of high‑fidelity synthetic data, the Fabricate Data Agent reduces reliance on costly, time‑consuming data collection and mitigates privacy risks, accelerating AI development cycles and opening new revenue opportunities for enterprises handling regulated data.

Summary

Tonic.ai unveiled its Fabricate Data Agent, an AI-driven tool that creates hyper-realistic synthetic datasets from scratch, at AWS re:Invent. The agent leverages large language models to interpret natural‑language prompts and generate data that mirrors the statistical properties and privacy constraints of real production data without exposing sensitive information. Tonic positions the solution for software developers, data scientists, and AI engineers seeking on‑demand, privacy‑preserving training data for testing, model development, and analytics. The launch expands Tonic’s synthetic‑data portfolio and marks its entry into the emerging market for agentic AI data generation.