Expert insights on synthetic data

The lastest

How to de-identify financial documents with Tonic Textual

Financial documents are rich with insight but packed with PII. This guide shows how to safely de-identify bank statements and financial text using Tonic Textual for compliant analytics and AI workflows.

View post

Blog posts

How to sanitize production data for use in testing

Data de-identification
Test data management
Tonic Structural
Tonic Textual

How test data generators support compliance and data privacy

Test data management
Data privacy
Tonic Structural
Tonic Textual
Tonic Fabricate

Guided redaction in Tonic Textual: Human-precision, streamlined by AI

Product updates
Tonic Textual

Transform sensitive text into AI-ready data on Microsoft Fabric

Data de-identification
Data de-identification
Data privacy
Product updates
Tonic Textual

Hyper-realistic synthetic data via agentic AI has arrived. Meet the Fabricate Data Agent.

Product updates
Product updates
Generative AI
Tonic.ai editorial
Data synthesis
Tonic Fabricate

Your data, your model: Self-serve custom entity types in Tonic Textual

Product updates
Product updates
Generative AI
Data privacy
Tonic Textual

Tonic.ai product updates: October 2025

Product updates
Product updates
Tonic.ai editorial
Tonic Fabricate
Tonic Structural
Tonic Textual

Preventing training data leakage in AI systems

Generative AI
Generative AI
Tonic Textual

Best practices for AI model optimization without risking privacy

Generative AI
Data privacy
Generative AI
Tonic Textual

Navigating the European Union AI Act

Data privacy
Generative AI
Data privacy
Tonic Structural
Tonic Textual
Tonic Fabricate

Tonic.ai + Microsoft: Accelerating AI adoption with privacy-compliant synthetic data

Product updates
Product updates
Tonic Structural
Tonic Textual
Tonic Fabricate

Turn sensitive data into safe AI assets with Tonic Textual in Amazon SageMaker Unified Studio

Generative AI
Generative AI
Data de-identification
Tonic Textual

Build better and faster with quality test data today.

Unblock data access, turbocharge development, and respect data privacy as a human right.
Book a demo
An arrow pointing up and right