Expert insights on synthetic data

The latest

Why your agents are burning budget and not driving outcomes

Most agent programs track token spend, not business outcomes. Here's why outcome-blind agents get canceled, and what leaders must measure to prove ROI.

Blog posts

How to comply with the NSD's Data Security Program

Data privacy
Data privacy
Data de-identification
Tonic Structural
Tonic Textual

Ensuring data compliance in AI chatbots & RAG systems

Generative AI
Generative AI
Tonic Textual

How to de-identify insurance claims and documents with Tonic Textual

Data de-identification
Data de-identification
Tonic Textual

How to implement data masking to comply with ISO 27001

Data de-identification
Data privacy
Data de-identification
Tonic Structural
Tonic Textual

Data masking and data governance: Ensuring data integrity

Data de-identification
Data de-identification
Test data management
Tonic Structural
Tonic Textual

Tonic.ai product updates: August 2025

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

Meet Tonic Datasets: Bespoke synthetic datasets for AI training and evaluation

Product updates
Generative AI
Product updates
Data synthesis
Tonic Fabricate

Building a scalable approach to PII protection within AI governance frameworks

Data de-identification
Data de-identification
Test data management
Tonic Structural
Tonic Textual

CCPA: Understanding how synthetic data can help achieve compliance

Data privacy
Data privacy
Tonic Structural
Tonic Textual
Tonic Fabricate

Data is the new code: the evolution of software development

Tonic.ai editorial
Tonic.ai editorial
Tonic Structural
Tonic Textual
Tonic Fabricate

Tonic.ai product updates: June 2025

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

Deep dive: Small vs large language models for token classification

Technical deep dive
Technical deep dive
Data de-identification
Generative AI
Tonic Textual