Tonic.ai Blog | Synthetic Data Insights & Engineering

Expert insights on synthetic data

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Generate synthetic data without leaving Claude, Cursor, or your tool of choice

You do everything in Claude or Cursor now — everything except generate the data you need. The new Fabricate MCP brings synthetic data generation right into your tools.

Generate synthetic data without leaving Claude, Cursor, or your tool of choice

Data synthesis

Synthetic data validation: How to trust data that isn't real

Data synthesis

Your attack surface is your data. Mythos is the proof.

Data privacy

Tonic.ai vs. Synthesized.io: Purpose-built depth vs. bundled breadth

Data synthesis

Tonic Fabricate vs. Claude: Why synthetic data generation needs more than an LLM

Data synthesis

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

Build better and faster with quality test data today.

Unblock data access, turbocharge development, and respect data privacy as a human right.