Release date07 July 2025

This release introduces key updates focused on platform security, improved test data management, and comparison visibility, along with important bug fixes for a better user experience.

New Features & Improvements 🚀

• Channel Integration:

  We’ve introduced a major integration with Azure DevOps (ADO) to streamline test result sharing. Users can now share comparison results directly within their Azure DevOps environment.
  This integration can be set up from Users Workspace > Integrations > Collaboration Channels and linked while setting up a comparison. Once the channel is linked, reports can be shared directly to the selected Azure DevOps channel. This integration was built to improve cross-team collaboration. It helps teams share comparison results in real time, track changes more efficiently, and keep test insights easily accessible during ongoing discussions.

• 🔒 Access & Security:

  • Temporary User Lockout

    To improve security, users will now be temporarily locked out after multiple consecutive failed login attempts for a certain period of time. Administrators can manually revoke the lockout if needed. This helps protect accounts from unauthorized access and maintain secure access control.

  
  

Release date23 June 2025

This release introduces key updates focused on platform security, improved test data management, and comparison visibility, along with important bug fixes for a better user experience.

New Features & Improvements 🚀

• Test Data Management:

  We've made a few usability improvements to Test Data Management (TDM):

  • During virtual table creation, columns are now automatically fetched, and you can search through them to quickly find what you need.
  • Users can now search for parameters to quickly locate fields, which is especially helpful when working with large parameter sets.
  • Parameters can now be reordered by dragging and placing them in the desired order to better suit data generation needs.
  
  

• Comparison: Identical Values

  We’ve added support for displaying identical rows where source and target values match exactly. These rows can now be viewed in the Value Comparison tab and will also be reflected in the generated reports.

• 🔒 Access & Security:

  • Multi-Device Login

    Users can remain logged in across multiple devices or browsers, up to the configured active session limit. When this limit is reached, logging in from a new device will automatically log the user out of the oldest active session.
    This helps maintain account security, prevents forgotten logins on shared or inactive devices, and gives users better control over their active sessions.

  
  

Bug Fixes 🐛

• Virtual Table Listing:

  Previously, newly created virtual tables appeared in the list from oldest to latest. This issue is now fixed, and virtual tables are now shown in the order of creation, from latest to oldest.

• Parameters Column Order:

  • When creating a virtual table, the column order fetched from the source table did not match the parameter order in the entity. This issue is now fixed, and columns are now correctly ordered in the entity parameters.
  • Fixed an issue where manually created parameters and the data preview appeared in random order. They now retain the correct order based on the creation sequence.

Release date16 June 2025

We’ve introduced several updates focused on flexibility, quality, and elevating the overall user experience

New Features & Improvements 🚀

• Virtual Tables:

  We've Introduced Virtual Table support for Test Data Management (TDM).
  Users can now create virtual tables on top of existing data sources by defining custom SQL queries. This allows data generation across multiple tables using joins, calculated fields, and more—without needing to create an actual view or table in the data warehouse. This feature adds flexibility to data generation workflows and helps ensure higher data quality.

• Structured Error Codes Integration:

  Implemented structured error handling with a consistent set of standardized error codes. This allows the UI to display clear and consistent messages to users based on specific failure scenarios, along with instructions on how to resolve them.
  This enhancement significantly improves debugging and enables users to identify and take corrective action more effectively.

• Comparison Action Buttons:

  Two options are now available during comparison setup:

  • Submit: Registers the comparison for later execution.
  • Submit & Execute: Immediately runs the comparison after submission.

  You can view ongoing status and execute REGISTERED comparisons directly from the Comparison Jobs section. This gives users the flexibility to either schedule comparisons or run them immediately, based on workflow needs.

• Bulk Schema Validation:

  Comparison now supports bulk schema validation across tables and environments, allowing users to detect structural mismatches efficiently through a single operation.

• Auto Column Mapping:

  Columns between source and target datasets are now automatically mapped during setup. This streamlines the configuration process while still allowing manual overrides if needed.

• Diff Indicators in Comparison Results

  If the comparison result contains differences, each result now displays specific icons that represent the types of mismatches identified between source and target datasets.
  These visual cues enhance clarity and help users quickly assess discrepancies at a glance.

Bug Fixes 🐛

• Pagination Reset Issue:

  On Workspaces > Datasources, fixed a bug where editing a workspace form on any page other than the first would reset the view to page one upon return. Pagination state is now preserved correctly.

• Selection Issue in Comparison Page:

  Fixed an issue where filtering by type and selecting a comparison on the current page would incorrectly reflect the same selection across all pages.
  The selection state now remains specific to the current view and properly respects applied filters.

Release date09 June 2025

We’ve launched a set of new features and improvements designed to simplify comparison workflows and give users enhanced control over their data.

New Features & Improvements 🚀

• Comparison Report Generation:

  Users can now download either single or grouped comparison reports.
  The report generation allows selection of specific sections to include, such as Schema, Primary Key Exclusive, Primary Key Duplicate, Value Difference, and Row Count. This gives users greater flexibility to tailor reports to their needs.

• Comparison Advance Configurations:

  We’ve introduced a new Advanced Configurations panel to give users deeper control over how comparisons are executed—especially when working with large or complex datasets.
  This section allows users to fine-tune key parameters that impact performance and accuracy:

  • Egress Limit – Diffing will stop after finding this many different rows. This setting is to minimize network traffic and database load in case of high percentage of differences.
  • Per Column Diff Limit – Stop targeting column after finding this many different values. Same applies to exclusive and duplicate PKs. If there are no targets left, diffing will stop.
  • Timeout Limit – Timeout limit is the maximum time in minutes to wait for a comparison to complete before timing out.
    Explore detailed Advanced Configuration settings💡

  This setting is designed to minimize network traffic and database load in cases where there is a high percentage of differences.

• Comparison Rules:

  Users can now create rules and attach them directly while creating comparisons.
  This allows users to apply schema overrides or column transformations during setup, making it easier to tailor comparisons to specific data requirements.

• Reason for Comparison Job Stop:

  If a comparison job is stopped due to reaching the egress limit, per column difference limit, or timeout, the UI will now clearly display this information inside the comparison result page.
  This update helps users understand why a comparison job was halted, improving transparency and troubleshooting.

• Comparison Stats:

  Added comparison statistics to provide detailed insights into query performance during data comparisons. The stats now include key metrics such as total time, minimum, maximum, average, and 90th percentile (P90) timings across different query types.
  This detailed breakdown makes it easier to identify performance bottlenecks and optimize data comparison workflows efficiently.

• Option for Scan Views:

  Users can now choose to enable or disable view scanning when setting up a datasource.
  This gives more control over whether database views should be included during dataset discovery.

Bug Fixes 🐛

• Expanded view:

  Fixed an issue where long text in value comparison cells would overflow or be cut off.
  Users can now hover over the value and click Expand to open the Expanded Cell View for both source and target, allowing them to see the full content clearly.

• Reordering:

  Previously, to reorder columns (e.g., move column 100 to column 10), users had to manually adjust the order with difficulty. Now, users can easily reorder columns while scrolling

• Comparison Type:

  Previously, users could proceed with Deep Comparison by default, even without selecting a comparison type.
  This issue has been fixed—users must now select a comparison type before continuing with the setup.

Release date26 May 2025

We have introduced new features and fixes to simplify job comparison workflows, secure sensitive data, and improve reportability.

New Features & Improvements 🚀

• Column Masking:

  We've added column masking within Assets to protect sensitive or personally identifiable information.
  This feature hides raw data values in report previews, dashboards, and shared views without modifying the underlying data in the database. It is ideal for maintaining data privacy and compliance in shared environments, allowing secure collaboration while safeguarding confidential information such as customer details and financial data.

• Schema Only Comparison:

  Users now have the option to run Schema Only Comparisons, which check whether the structure of source and target databases match.
  This comparison ignores row-level data and focuses only on schema elements like tables, columns, and data types. It's a quick way to validate structural alignment before running full data comparisons—helping teams catch mismatches early and avoid downstream issues.

• Schema Diff for Empty Tables:

  When both the source and target tables are empty, we now display the Schema Difference instead of skipping the comparison.
  There is also a warning message to indicate that both tables are empty. This ensures users still receive structural insights and can validate schema consistency—even when no rows are present.

• Report Generation:

  The Comparisons Jobs now includes Report Filters that let users generate and export reports using custom filters.
  Users can filter by job status, result type, and job origin to create downloadable overview. This provides a quick view of how many comparison jobs were run, how many failed, and what differences were detected—making it easier to track performance and outcomes.

• Direct Navigation to Comparison Details:

  User can click any comparison name in the Comparison Jobs table can navigate to its detailed view.
  This update simplifies the workflow by giving users faster access to results and comparison insights—without additional navigation steps.

• Search by Comparison ID:

  Users can now search for a specific comparison using its Comparison ID.

Bug Fixes 🐛

• Excel Download – Special Characters:

  Fixed an issue where downloading excel sheets would fail if the data contained unsupported or special characters.
  Downloads now handle such characters correctly.