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Products
Synthetic data platform
Tonic Fabricate
Synthesize relational data, free-text, and mock APIs from scratch
Tonic Structural
De-identify, subset, and synthesize structured and semi-structured data
Tonic Textual
De-identify, redact, and synthesize unstructured data, free-text, and files
Technologies
Integrations
Including relational databases, data lakes, NoSQL databases, flat files, and SaaS applications
Security
Learn about the security posture and compliance framework built into our products
Capabilities
Synthetic data generation
Test Data Management
Data de-identification
Database subsetting
Ephemeral environments
Named Entity Recognition
Data discovery and classification
Solutions
By use case
Testing & QA
App development
Compliance
Model training
RAG systems
LLM privacy proxy
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Tonic Structural
Structured data de-identification
Tonic Textual
Unstructured data de-identification
Tonic Ephemeral
Ephemeral databases on demand
Tonic Fabricate
Data synthesis from scratch
Book a demo
Products
Synthetic data platform
Tonic Fabricate
Synthesize relational data, free-text, and mock APIs from scratch
Tonic Structural
De-identify, subset, and synthesize structured and semi-structured data
Tonic Textual
De-identify, redact, and synthesize unstructured data, free-text, and files
Technologies
Integrations
Including relational databases, data lakes, NoSQL databases, flat files, and SaaS applications
Security
Learn about the security posture and compliance framework built into our products
Capabilities
Synthetic data generation
Test Data Management
Data de-identification
Database subsetting
Ephemeral environments
Named Entity Recognition
Data discovery and classification
Solutions
By use case
Testing & QA
App development
Compliance
Model training
RAG systems
LLM privacy proxy
By industry
Financial services
Healthcare
Pricing
Resources
Technical
Product docs
Tutorial videos
Release notes
FAQ
Editorial
Guides
Case studies
Blog
Webinars
Company
About us
Partners
Careers
News
Contact us
Search
Search
Search
Log in
Select a product to log in
Tonic Structural
Structured data de-identification
Tonic Textual
Unstructured data de-identification
Tonic Ephemeral
Ephemeral databases on demand
Tonic Fabricate
Data synthesis from scratch
Book a demo
Release Notes
Overview
Tonic Fabricate
Tonic Structural
Tonic Textual
Tonic Ephemeral
Tonic Textual release notes
v321
v321
Removed
August 1, 2025
For PDFs and images, improved NER performance in tabular and key value pair data.
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