Real Fake Data
Fake DataBuild vs. BuyWhy Tonic?
Platform
Capabilities
Tonic Relational
Mask data without losing utility
Tonic Subset
Speed up development with manageable datasets
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Tonic Ephemeral
Spin up ephemeral databases on demand
See all features
Mask data without losing utility
Connectivity
Bring data de-identification into your CI/CD pipelines with seamless integration
Learn more
What is Fake Data?
Enable your developers, unblock your data scientists, and respect data privacy as a human right.
Learn more
Build vs. Buy
If you’re struggling with an in-house solution for generating or de-identifying your data, trust us: you’re not alone.
Learn more
Integrations
Connect with any leading database
Solutions
Enterprise
Scalable fake data
CI/CD
A better CI/CD pipeline
Distributed Teams
Safe, integrated collaboration
Compliance
Audit season? No sweat.
Staging Environments
There’s a better way to stage.
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About Us
Learn more about us and our philosophy that data privacy is a human right.
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Become a partner in equipping teams with real fake data
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Synthetic Data with AI and IoT
E296 | With Tonic AI's Adam Kamor
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Check out who’s faking it with Tonic.ai
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eBooks
Think an ebook about data synthesis sounds boring? Think again
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Guides
Explore our comprehensive guide collection
Test your Apps with High-fidelity, Production-like Data with Release and Tonic
Test your Apps with High-fidelity, Production-like Data with Release and Tonic
Test your Apps with High-fidelity, Production-like Data with Release and Tonic
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All you need to know to get up and running with Tonic.
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Real Fake Data
down

What is Fake Data?

The hows and whys of faking data realistically

Build vs. Buy

De-identifying your data in-house?

Why Tonic.ai?

An all-in-one platform for quality data generation

Real Fake Data
Platform
down
Capabilities
Tonic Relational
Mask data without losing utility
Tonic Subset
Speed up development with manageable datasets
Icon logo for Tonic Ephemeral
Tonic Ephemeral
Spin up ephemeral databases on demand
Integrations
Connect with any leading database
See all features
Mask data without losing utility
Connectivity
Bring data de-identification into your CI/CD pipelines with seamless integration
Learn more
What is Fake Data?
Enable your developers, unblock your data scientists, and respect data privacy as a human right.
Learn more
Build vs. Buy
If you’re struggling with an in-house solution for generating or de-identifying your data, trust us: you’re not alone.
Learn more

Features

De-identify, subset, and synthesize your data in an all-in-one platform.

Integrations

Connect natively to the leading SQL and NoSQL databases and data warehouses.

Connectivity

Automate your data pipelines with our API, webhooks, and custom scripts.

Platform
Solutions
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By Use Case

Fix your staging environments, ensure compliance, and streamline CI/CD.

By Industry

Real fake data for healthtech, fintech, edtech, and all the techs in between.

By Use Case
Enterprise
Scalable fake data
CI/CD
A better CI/CD pipeline
Distributed Teams
Safe, integrated collaboration
Compliance
Audit season? No sweat.
Staging Environments
There’s a better way to stage.
Solutions
Company
down

About Us

Learn more about us and our philosophy that data privacy is a human right

Press

Find our press releases, media kit, and news mentions here

Partners

Become a partner in equipping teams with real fake data

About Us
Learn more about us and our philosophy that data privacy is a human right.
Learn more
Partners
Become a partner in equipping teams with real fake data
Learn more
Press
In the News
Press Releases
Media Kit  
Synthetic Data with AI and IoT
E296 | With Tonic AI's Adam Kamor
Go to Article
Platform
Why Tonic?
Resources
down

Guides

Explore our test data guides and technical overviews

Webinars

Register for our Iive(ly) webinars or access recordings.

Blog

The latest insights and news from the Tonic.ai Fakers.

Customers

Check out who's faking it with Tonic.ai

Product Docs

All you need to know to get up and running with Tonic.

Videos

Step-by-step product videos to help you fake it like a pro.

Blog
The latest insights and news from the Tonic.ai Fakers
See all
Webinars
Register for our live(ly) webinars or access recordings
See all
Guides
Explore our test data guides and technical overviews
See all
Customers
Check out who’s faking it with Tonic.ai
Learn More
Guides
Explore our comprehensive guide collection
Test your Apps with High-fidelity, Production-like Data with Release and Tonic
Test your Apps with High-fidelity, Production-like Data with Release and Tonic
Test your Apps with High-fidelity, Production-like Data with Release and Tonic
See all
Product Docs
All you need to know to get up and running with Tonic.
Go to Docs
Learn
Pricing
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Book a Demo
August 11, 2022

Tonic.ai’s Great Big Book of Data Generators

In this guide, we’ll cover all 50+ of our data generators, plus examples and insights on how you can put them all to use. By the end, you too will have earned the title of data mixologist!

Get ready to sample the wide world of Tonic.ai’s data generators! In this deep dive, we cover what a generator is, what it does, and all the different uses for each one of our 50+ unique synthetic data generators. Whether you like your data shaken or stirred, there’s a little something in here for everyone. 

If you’ve ever wondered:

  • What is a data generator?
  • What sets Tonic’s data generation capabilities apart?
  • Is there really an AI that can perfectly mimic data AND relationships between that data?

This one’s for you. 

Ready to become an expert data mixologist? Let’s dive in!

Thanks for subscribing! You're going to love what we have to say.
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