The lastest
Generate referentially intact synthetic data across your entire data ecosystem
Your software runs on many interconnected systems. Now Fabricate generates referentially intact synthetic data across all of them, from a single conversation.
Expert insights on synthetic data
Generate referentially intact synthetic data across your entire data ecosystem
Data synthesis
How to mock the PayPal API with Tonic Fabricate
Technical deep dive
Best synthetic data generation tools and platforms compared for 2026
Data synthesis
Benchmarking OpenAI's Privacy Filter: What it gets right, and where PII detection still needs real data
Technical deep dive
The agentification of Test Data Management is here. Meet the Structural Agent.
Data de-identification
Synthetic data is all you need for Reinforcement Learning
Generative AI
From off-limits to AI-Ready: Preparing unstructured data directly in Microsoft Fabric with Tonic Textual
Product updates
How redaction software can help government agencies comply with FOIA
Data de-identification
Training effective models without the annotation budget
Test data management
Tonic Textual + Haystack: Privacy-safe data for RAG pipelines
Product updates
Tonic Textual + LangChain: secure data for LLM applications
Product updates
Tonic Textual + MCP Server: PII-safe context for AI
Product updates
Build better and faster with quality test data today.
Unblock data access, turbocharge development, and respect data privacy as a human right.