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Training effective models without the annotation budget

Learn how to bypass costly annotation workflows by using LLM-generated labels and lightweight fine-tuning to build high-quality NER models with minimal human input.

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Blog posts

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

Tonic.ai product updates: July 2024

Product updates
Product updates
Tonic Structural
Tonic Textual

Sensitive data in text embeddings is recoverable

Technical deep dive
Technical deep dive
Tonic Textual

How to create de-identified embeddings with Tonic Textual & Pinecone

Technical deep dive
Technical deep dive
Tonic Textual

Tonic.ai product updates: May 2024

Product updates
Product updates
Tonic Structural
Tonic Textual

Best test data management solutions

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

Tonic Textual available as Snowflake Native App to enable secure AI development

Product updates
Product updates
Tonic Textual

Achieving test data management totality: the difference between total coverage and "close enough"

Test data management
Test data management
Data de-identification
Tonic.ai editorial
Tonic Structural

Tonic.ai product updates: April 2024

Product updates
Product updates
Tonic Structural
Tonic Textual
Tonic Validate

How to de-identify legal documents with Tonic Textual

Data privacy
Data privacy
Tonic Textual

Top 5 risks of not redacting sensitive business information when machine learning

Data privacy
Data privacy
Tonic Textual

Build better and faster with quality test data today.

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