Expert insights on synthetic data

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Healthcare’s blind spot: What happens after our data is shared?

A recent healthcare lawsuit exposes how data governance breaks down once records leave the EHR, highlighting the risks of unstructured text in an AI-driven ecosystem.

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Blog posts

Tonic.ai product updates: March 2025

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

Optimizing modern software testing strategies with better test data

Technical deep dive
Technical deep dive
Tonic Structural
Tonic Fabricate

Tonic.ai product updates: December 2024

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

The importance of high quality synthesis when creating safe training datasets

Generative AI
Generative AI
Data privacy
Data de-identification
Data synthesis
Tonic Textual

LLM RAG vs fine tuning: which method is best?

Generative AI
Generative AI
Tonic Textual
Tonic Validate

Protecting privacy without hurting RAG performance

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

We are joining forces with Google Cloud to accelerate AI and software development with privacy-first data solutions on Google Cloud Marketplace

Product updates
Product updates
Tonic Structural
Tonic Textual

Tonic.ai product updates: October 2024

Product updates
Product updates
Tonic Structural
Tonic Textual

Building a RAG system on Databricks with your unstructured data using Tonic Textual

Technical deep dive
Technical deep dive
Tonic Textual

Using synthesized data for HIPAA expert determination

Healthcare
Healthcare
Data privacy
Data synthesis
Tonic Textual

Creating unstructured data pipelines for retrieval augmented generation

Product updates
Product updates
Tonic Textual

The challenges of preparing unstructured data for Generative AI

Technical deep dive
Technical deep dive
Tonic Textual

Build better and faster with quality test data today.

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Accelerate development with high-quality, privacy-respecting synthetic test data from Tonic.ai.Boost development speed and maintain data privacy with Tonic.ai's synthetic data solutions, ensuring secure and efficient test environments.