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Announcing Open Source DataOps Data Quality TestGen 3.0

Now With Actionable, Automatic, Data Quality Dashboards. Learn about DataOps Data Quality TestGen 3.0.

Written by Chris Bergh on February 20, 2025

Data QualityDataOpsData ObservabilityDataOps TestGenOpen SourceTesting and Monitoring
Announcing Open Source DataOps Data Quality TestGen 3.0

Imagine a tool that can point at any dataset, learn from your data, screen for typical data quality issues, and then automatically generate and perform powerful tests, analyzing and scoring your data to pinpoint issues before they snowball.

Imagine an open-source tool that’s free to download but requires minimal time and effort. It assesses your data, deploys production testing, monitors progress, and helps you build a constituency within your company for lasting change.

TIP

You don’t have to imagine — start using it today: DataOps Data Quality TestGen

🚀 Introducing Data Quality Scoring in Open Source DataOps Data Quality TestGen 3.0!

We’re thrilled to unveil TestGen Enterprise V3 , the latest evolution in Data Quality automation, featuring Data Quality Scoring. This game-changing capability brings more profound insights and greater control over your data health.

🔍 New Quality Dashboard & Score Explorer. With automatic scorecards generated for your table groups, you can visualize data hygiene instantly. The Quality Dashboard identifies and tracks issues detected during profiling and testing, ensuring you have clear, actionable insights to improve data reliability—all based on our no-code, generative AI data quality engine.

Take your analysis further with the Score Explorer page, where you can:

Browse dataset scores by different categories

Analyze impacts at the table, column, semantic data type, and quality dimension level

Save multiple custom scorecards to monitor data quality trends over time and focus your influence on specific goals

🔹 Smarter Data Quality Insights, Fast Time To Use Experience

Open Source DataOps Data Quality TestGen isn’t just about scoring—it’s about making DataOps workflows more efficient and user-friendly.

🔸 Automatic Critic Data Element (CDE) Detection – Key tables and columns are flagged during profiling, with dedicated scores now displayed on the Quality Dashboard.

🔸 Redesigned Navigation Menu – Find what you need faster with an improved layout and readability.

🔸 Custom Branding – Replace the DataKitchen logo in the navigation menu with your company’s branding for a personalized experience.

⚡ Enhanced Testing & Profiling

🔹 Copy & Move Tests with Ease – The Test Definitions page now supports seamless test migration between test suites.

🔹 Smarter Profiling & Test Generation – Improved logic reduces false positives , making test results more accurate and actionable.

🔹 Enhanced Column Profiling Displays – Get clearer insights with redesigned views in the Data Catalog, Profiling Results, Hygiene Issues, and Test Results pages.

🔹 Better Metadata Management – Add Descriptions and Data Product tags to tables and columns in the Data Catalog for improved governance.

💡 DataOps just got more intelligent. With updated TestGen 3.0 , you have the power to score, monitor, and optimize your data quality like never before. Upgrade today and take control of your data quality!

Install Open Source TestGen Free, no vendor lock-in Request a Demo See TestGen Enterprise in action
Chris Bergh

Chris Bergh

CEO and Head Chef at DataKitchen. He is a leader of the DataOps movement and is the co-author of the DataOps Cookbook and the DataOps Manifesto.

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