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

Dockerize Mongo to get consistent data across your development environments

Technical deep dive
Technical deep dive
Tonic Structural

How to create realistic, safe, document-based test data for MongoDB

Technical deep dive
Technical deep dive
Tonic Structural

Generating high quality test data for MySQL through de-identification and synthesis

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

Why I joined Tonic.ai: A business grad's perspective amid the pandemic

Tonic.ai editorial
Tonic.ai editorial
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What is data synthesis, and why are we calling it data mimicking?

Technical deep dive
Technical deep dive
Tonic Structural
Tonic Fabricate

June ‘21 product update: support for all the databases

Product updates
Product updates
Tonic Structural

Data anonymization techniques defined: transforming real data into realistic test data

Technical deep dive
Technical deep dive
Tonic Structural

How to generate safe, useful test data for Amazon Redshift

Technical deep dive
Technical deep dive
Tonic Structural

5 traditional approaches to generating test data

Technical deep dive
Technical deep dive
Tonic Structural
Tonic Fabricate

Why I joined Tonic.ai: A software engineer's perspective

Tonic.ai editorial
Tonic.ai editorial
Tonic Structural

Creating realistic, secure test data for Databricks

Technical deep dive
Technical deep dive
Tonic Structural

Reverse engineering your test data: It’s not as safe as you think it is

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

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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.