What is Tonic Fabricate Data Agent?
Tonic Fabricate’s Data Agent makes generating realistic synthetic data as simple as asking for it. Chat with the Data Agent to build and iterate on your ideal dataset, whether it’s a relational database, PDFs, docx files, or a myriad of other unstructured data types. With the Data Agent’s scalable, synthetic data, developers and AI engineers are free to innovate, unblocking product development, optimizing model training, and turbocharging time-to-market.
Problem
Users need to manually generate realistic synthetic data for development and testing, facing time-consuming processes, scalability challenges, and inconsistent data quality.
Solution
An AI-powered synthetic data generation tool (Tonic Fabricate’s Data Agent) where users generate synthetic datasets via chat, supporting relational databases, PDFs, docx files, and unstructured data formats.
Customers
Developers and AI engineers in tech companies, startups, or enterprises needing synthetic data for product development, model training, or testing.
Unique Features
Chat-based iterative data generation, multi-format support (structured/unstructured), and scalable output tailored to specific use cases.
User Comments
Simplifies synthetic data creation
Reduces development blockers
Improves AI model training efficiency
Saves weeks of manual work
Intuitive chat interface
Traction
Launched on ProductHunt in 2024; exact user/revenue data unspecified but positioned in the growing synthetic data market.
Market Size
The global synthetic data market was valued at $1.15 billion in 2023, projected to reach $10.8 billion by 2030 (Grand View Research).
