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Informatica Test Data Management pros and cons: a complete guide

Informatica has long been a dominant force in enterprise data management. But the landscape is changing. Learn how its shift to cloud-only impacts its viability as a test data management tool.

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Blog posts

Informatica Test Data Management pros and cons: a complete guide

Test data management
Data de-identification
Tonic Structural
Tonic Fabricate

How to maximize HEDIS scores with synthetic data

Data de-identification
Data privacy
Healthcare
Tonic Structural
Tonic Textual
Tonic Fabricate

How to mitigate the risk of a data breach in non-production environments

Data privacy
Data de-identification
Tonic Fabricate
Tonic Structural
Tonic Textual

Introducing the Unstructured Data Catalog: From unknown text to usable data

Product updates
Tonic Textual

Data masking: DIY internal scripts or time to buy?

Data de-identification
Tonic Structural

How data masking & synthesis support Zero Trust

Data privacy
Data de-identification
Data synthesis
Tonic Structural
Tonic Fabricate
Tonic Textual

How synthetic data can help solve AI’s data crisis

Data synthesis
Data privacy
Generative AI
Tonic Structural
Tonic Fabricate
Tonic Textual

Healthcare’s blind spot: What happens after our data is shared?

Data privacy
Healthcare
Tonic.ai editorial
Tonic Textual

Tonic.ai product updates: January 2026

Product updates
Product updates
Tonic.ai editorial
Tonic Fabricate
Tonic Structural
Tonic Textual

A guide to data masking for HITRUST certification

Data de-identification
Data de-identification
Data privacy
Healthcare
Tonic Structural
Tonic Textual

How to sanitize production data for use in testing

Data de-identification
Test data management
Tonic Structural
Tonic Textual

How test data generators support compliance and data privacy

Test data management
Data privacy
Tonic Structural
Tonic Textual
Tonic Fabricate

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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.