Evaluating open-source tools for data masking
Can you use open-source tools to mask sensitive production data for use in testing and development? We explore the available options and weigh the pros and cons of relying on DIY data masking solutions ... Read More

How to prevent data leakage in your AI applications with Tonic Textual and Snowpark Container Services
Tonic Textual provides advanced Named Entity Recognition (NER) and synthetic replacement of sensitive free-text data. Today, we are excited to announce that Tonic Textual is now available on the Snowflake Data Platform via Snowpark Container Services (SPCS). SPCS enables you to run containerized workloads directly within Snowflake, ensuring that your ... Read More
De-Identifying Your Text Data in Snowflake Using Tonic Textual
Discover how Tonic Textual revolutionizes data privacy in Snowflake. Learn to create and implement a UDF for secure, compliant free-text data use in our latest article ... Read More

Using custom models in Tonic Textual to redact sensitive values in free-text files
Learn how Tonic Textual uses trained models to identify the sensitive values in your free-text files, and how you can create your own custom models to use in addition to Textual's collection of built-in models ... Read More
How 2024 will impact quality engineering teams
As we step into the new year, it's time to explore the exciting trends that will shape the world of Quality Engineering in 2024. Here’s what we’ve been seeing in our work with Quality Engineering teams around the globe ... Read More

Data anonymization techniques defined: transforming real data into realistic test data
Data anonymization can mean many things, depending on the specific technique applied. These five approaches represent the most common pathways to anonymizing (aka obfuscating, aka de-identifying) real data. Each comes with its own pros and cons ... Read More

Tonic.ai product updates: May 2025
Tonic.ai acquires Fabricate, Tonic Textual adds Audio Synthesis, + Okta SSO arrives on Structural Cloud and Textual Cloud! ... Read More
Introducing audio synthesis for Tonic Textual: actionable audio, privacy protected
Audio synthesis for Tonic Textual is now available. Operationalize audio data by redacting or synthesizing PII ... Read More
Why your competitors are investing in Tonic.ai—and why you should, too
Learn why top companies invest in enterprise data platforms and how Tonic.ai can give your business a competitive edge with data-driven solutions ... Read More

AI data breaches in healthcare: protecting patient privacy & trust
Learn how AI data breaches can expose patient privacy and discover ways to protect sensitive healthcare data when training AI models ... Read More