Tonic Structural vs Informatica: Which is better for Test Data Management?
When it comes to test data management and de-identification, how do Informatica and Tonic Structural compare? Explore the value of a modern, on-premises solution ... Read More
Tonic Structural vs Informatica: Which is better for Test Data Management?
When it comes to test data management and de-identification, how do Informatica and Tonic Structural compare? Explore the value of a modern, on-premises solution ... Read More
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 ... Read More
Data masking: DIY internal scripts or time to buy?
A Solutions Architect explores the harsh realities of de-identifying sensitive data by creating custom scripts, including the questions and complexities that arise along the way ... Read More
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 ... Read More
Tonic.ai product updates: October 2025
Announcing the Fabricate Data Agent, synthetic data generation via agentic AI. Plus, Structural's Custom Categorical is now AI-assisted, and Model-based Custom Entities are coming to Textual! ... Read More
Tonic.ai + Microsoft: Accelerating AI adoption with privacy-compliant synthetic data
Tonic.ai is thrilled to join the Microsoft for Startups Pegasus Program. We're bringing our privacy-compliant synthetic data solutions to Microsoft Azure customers ... Read More
Turn sensitive data into safe AI assets with Tonic Textual in Amazon SageMaker Unified Studio
Learn how to transform sensitive data into a safe AI asset for fine-tuning LLMs. This guide walks through a notebook-based workflow in Amazon SageMaker ... Read More
Generating high quality test data for MySQL through de-identification and synthesis
As one of the most popular open-source databases, widely used for web applications, MySQL is no stranger to PII and sensitive data. At the same time, its users need production-like data for effective development and testing. Here are the challenges involved in anonymizing MySQL databases and solutions for tackling them ... Read More
Dockerize Mongo to get consistent data across your development environments
Figuring out how to dockerize and seed your development mongoDB database for consistent replication across environments might not seem so straightforward. Check out this tutorial highlighting learnings that have worked for Tonic! ... Read More
