Validio 7.0 includes updates to model retraining, global settings, user analytics, and support for sliding window aggregations.

Model Feedback and Retraining

Model feedback allows you to improve anomaly detection on dynamic thresholds. In this release, we improved the logic for Model Feedback to allow you to revert feedback for false negatives (missed events) and false positives (incorrectly flagged events).

To undo False Negative feedback click on the data point in the graph and use the toggle to switch it back.
To undo the False Positive feedback change the incident status from False Positive to any other status (including Triage).

Model feedback will also be used to improve the underlying algorithms that power the Dynamic Threshold in future releases of Validio.

For more information, see Model Feedback and Retraining in the product documentation.

Global Settings

This release introduces a centralized location for administrators to manage system-wide configurations. You can find the global settings at Workspace > Settings:

Workspace Settings: Set core application variables such as the application URL which is used for notifications and deep linking to pages in the product.
Default User Settings: Streamline user onboarding and management by setting a default namespace and assigning a default role to ensure that new users land in the correct workspace with the necessary permissions when they first log in.
Diagnostic Settings: Enable or disable integrations with third-party tools that track information on user activity and product usage.

For more information, see Managing Global Settings in the product documentation.

User Activity and Analytics

This release adds support for a simple user analytics integration that tracks information about product usage. This helps us to understand where you have issues so that we can improve your user experience in future versions.

This feature is enabled by default, but you can opt-out from tracking in Workspace > Settings > Diagnostic Settings. For more information, see Managing Global Settings in the product documentation.

Validations with a Sliding Window

For Numeric Statistic and Volume validators that use a tumbling window, you now have the option to configure a sliding window aggregation. The Slide config allows you to set the number of previous windows to include in each stride (or slide interval). For more information, see Configuring a Validator in the product documentation.

7.0.1

Validio 7.0.1 was released on 13 October 2025.

Fixed Issues

Fixed breadcrumbs for configuration wizards (UI-5458)
Improved behavior of loading state when backfilling validators (UI-5371, UI-5446)
Fixed dropdown focus in members dialog (UI-5449)
Fixed validation in Snowflake credential form (UI-5379)
Fixed disable state of segment limit in Segmentation dialog (UI-5450)
Fixed issues with horizontal scroll in debug dialog on small screens(UI-5447)

New Features and Updates

Ensure that global window dates do not render as a range (UI-5448)
Automatically set the default time-range after initial poll completes (UI-5437)
Updated the localization to show UTC explicitly for polling schedule (UI-5439)

7.0.0

Validio 7.0 was released on 2 October 2025.

Deprecations and Removals

Removed the deprecated secrets change verification endpoint hasChanged from object type CredentialSecretChangedResult (VR-4167)
Removed deprecated fields joinedTables and queryUsers from object type CatalogAsset (UI-5203)
Removed deprecated field utilization from object type CatalogAssetStats (UI-5203)
Removed support for Numeric Anomaly validators (UI-5383, UI-4851)

Fixed Issues

Fixed model retraining support for Count and Percentage validators (AL-580)
Fixed seasonality detection for Count validators (AL-574)
Fixed action to hide tooltips for metric graph (UI-5403)
Fixed issue with autoselect on credential dialog without source context (UI-5407)
Fixed issue with testing Slack channels and app tokens (UI-5415)

New Features and Updates

Added support for false negative model feedback (UI-5318, UI-3378)
Added support for user analytics tracking (UI-5302, UI-5300)
Added support for configuring optional sliding windows on volume and numeric validators (UI-5367)
Added a global Settings page to Workspace configuration (UI-5233, UI-5313)
Added support for unsetting the source polling schedule (UI-5368)
Added support for Sigma Data Model asset type to Catalog (VR-4514)
Added activity for upstream incident actions (VR-4825)
Added check for pending incidents during source poll progress (VR-4838)
Added test for web socket connection for Slack notification channels (VR-4846)