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Products
Software development
Tonic Structural
De-identify, subset, and synthesize structured and semi-structured data
Tonic Subset
For scaling down data
Tonic NoSQL
For semi-structured data
Tonic Ephemeral
Spin up ephemeral data environments on demand
LLM development
Tonic Textual
Standardize, enrich, and protect unstructured data for AI ingestion
Tonic Validate
Measure and monitor RAG system performance
Integrations
Including relational databases, data lakes, NoSQL databases, flat files, and SaaS applications
Connectivity
Security
Learn about the security posture and compliance framework built into our products
Solutions
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Testing & QA
Fix your staging environments
Local development
Get rapid access to quality data
Data environments
Keep data environments in sync
Compliance
Achieve developer-friendly compliance
Demo & training data
Shorten onboarding times
By industry
Financial services
Way ahead of you, GDPR
Healthcare
HIPAA compliance with ease
E-commerce
Keep your customers safe
Insurance
Your data safety net
EdTech
Get an A+ in data privacy
Pricing
Resources
Product Docs
All you need to know to get up and running with Tonic
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Tutorial videos
See how it works via short product videos
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Guides
Explore our test data guides and technical overviews
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Blog
Deep dive technical topics and industry news with the Tonic.ai Fakers
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Webinars
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Company
About Us
Learn more about our company, team, and data privacy mindset
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Case Studies
Read our case studies to hear our customers’ stories in their words
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Partners
Become a partner in equipping teams with real fake data
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Careers
Join our growing team!
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Media Kit
Our latest press coverage, podcasts, and brand assets
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Book a Demo
Start here
Products
Software development
Tonic Structural
De-identify, subset, and synthesize structured and semi-structured data
Tonic Subset
For scaling down data
Tonic NoSQL
For semi-structured data
Tonic Ephemeral
Spin up ephemeral data environments on demand
LLM development
Tonic Textual
Standardize, enrich, and protect unstructured data for AI ingestion
Tonic Validate
Measure and monitor RAG system performance
Integrations
Including relational databases, data lakes, NoSQL databases, flat files, and SaaS applications
Connectivity
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
Platform
Solutions
By use case
Testing & QA
Fix your staging environments
Local development
Get rapid access to quality data
Data environments
Keep data environments in sync
Compliance
Achieve developer-friendly compliance
Demo & training data
Shorten onboarding times
Solutions
Pricing
Resources
Product Docs
All you need to know to get up and running with Tonic
Go to Docs
Tutorial videos
See how it works via short product videos
Learn more
Guides
Explore our test data guides and technical overviews
See all
Blog
Deep dive technical topics and industry news with the Tonic.ai Fakers
See all
Webinars
Sign up for our live(ly) webinars or access recordings
See all
Learn
Company
About Us
Learn more about our company, team, and data privacy mindset
Learn more
Case Studies
Read our case studies to hear our customers’ stories in their words
Learn more
Partners
Become a partner in equipping teams with real fake data
Learn more
Careers
Join our growing team!
View openings
Media Kit
Our latest press coverage, podcasts, and brand assets
Learn more
Platform
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Select a product to log in
Tonic Structural
Realistic, secure test data generation
Tonic Textual
Unstructured data de-identification
Tonic Ephemeral
Ephemeral databases on demand
Tonic Validate
Monitor your RAG systems
Book a demo
Release Notes
Overview
Tonic Structural
Tonic Textual
Tonic Ephemeral
Tonic.ai release information
Learn about what’s in the latest Tonic.ai product releases.
Structural
Latest releases
v1327
v1326
v1325
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Textual
Latest releases
v198
v197
v196
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Ephemeral
Latest releases
v062
v061
v060
View all
Most Recent
Guides
Explore the world of data masking and discover how it plays a crucial role in safeguarding sensitive information while maintaining data utility.
See All
What is Retrieval Augmented Generation? The benefits of implementing RAG in using LLMs
Data privacy in AI
The hidden value of test data: a case study on tech debt & business value
Test Data Management
Data de-identification in the healthcare industry
Data de-identification
Data anonymization vs data masking: is there a difference?
Data de-identification
Static vs dynamic data masking
Data de-identification
