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FOR-SV410-XPFv4.1.0-SV410 Release Notes

Author: Matthew Lindon, Created: 2025-12-30

Release Date​

December 30, 2025

Release Overview​

Enhancements​

Data Source Updates​

  • Enabled bulk data source refresh jobs, allowing users to update multiple source tables simultaneously.
  • Surfaced information regarding originally configured data sources for targets, features, and data source updates.
  • Blocked updates when data frequency mismatches the expected, original frequency.

Project Configuration Dashboard​

  • Delivered a unified dashboard that provides access to all configurations for a given SensibleAI Forecast project.
  • Implemented import/export functionality to allow project configurations to be reused when seeding new projects.

Feature Package Manager​

  • Built a centralized manager for configuring feature packages, grouping related events and generators that can be shared across multiple projects.

Events

  • Created Events and Events imported from Feature Packages are able to Bypass Feature Selection
  • Event Transformation setting can be applied to created Events and Events from imported Feature Packages.

Feature Library​

Prediction Summary Web Dashboard​

  • Removed the plain-text prediction explanation summarizing top features for specific dates when selecting values in the Forecast vs. Actuals visualization.
  • Added tooltip summaries displaying prior historical actuals when viewing the full training data range.
  • Fixed an issue where events were not displayed on the Forecast vs. Actuals page for grouped models.
  • Restored the Group Name column to the Targets pane.

Consumption Groups​

  • Removed the unnecessary “Don’t Exclude Any Models” option from the Global Model Exclusion input to better align with the intended exclusion workflow.
  • Improved the consumption group creation workflow through clearer descriptions, refined selection options, and added contextual guidance for each choice.

BUX Compatibility​

  • Resolved styling and functionality issues to ensure proper operation within BrowserUX.

Self Service Enablement​

  • Reconfigured solution input fields to use clearer, more descriptive labelling to support effective self-service.

Monitor System User Interface​

  • Enhanced user interface with an overview page that steps through the concepts of the system.
  • Upgraded flag and filter parameter input workflow and the ability for users to review the details of their flags and filters via dropdown window.
  • Results page with relevant data easily displayed and readily digestible.

Bug Fixes​

  • Resolved unprocessed feature sources reference error.
  • In AI Services Log, fixed object reference error when clicking progress button after not selecting a job.
  • Default Cross Validation selection now refreshes the page to show advanced configurations.
  • Deleting the only project would cause a styling error on the Home Page.
  • Updating Timezone redirects the user to the correct page.
  • Reconfigured Run Simulator button to have new run names.
  • Sorting Health Page based off of chronological order.
  • Forecast Snapshots on Configure Forecasts page will show actual statistic of targets instead of rounded number.
  • Users are now blocked from completing a Data Source update when the frequency of the new data mismatches the original frequency.

Dependencies​

XBR-SV210-XPFv4.1.0-PV910

Xperiflow v4.1.0

Known Issues​

  • In BrowserUX, downloading results from Project Configuration, Pipeline Arena Summary, and Analysis Forecast pages is not accessible.
  • Filling out multiple drop-down boxes within Source Data Upload, Feature Data Upload, or Data Update dialog input forms too quickly will fill in with defaulted dimension values instead of persisting the previously selected values. Recommendation: do not click through as fast as possible.
  • Within the Pipeline Arena page or the Analysis Forecast page, when navigating from the Waterfall or Periodic Explanations views to the Tug Of War view will result in the Tug Of War plot only taking up half the screen. Recommendation: click a dropdown from the model arena table to fix the width of the tug of war visual.
  • Within the Pipeline Arena page or the Analysis Forecast page, when viewing the Periodic Explanations page, feature names may extend outside of their cell bounds and overlap with the cell values. Users may expand this column to view the full feature name without it overlapping. Recommendation: expand the width of the column by clicking and dragging on the column divider.
  • Within the Pipeline Arena page, Analysis Forecast page, Artifacts page on theRuns page of STU*,* or when inputting parameters for Routine Runs within STU, users may see tooltips over buttons that do not make sense. The first tooltip that is displayed will be correct but subsequent ones may be the same as the first one.
  • Within the Pipeline Arena or the Analysis Forecast page, the PolyElasticNet and Cubist Model variants will generate Feature Impact results but will not generate Feature v. Actual plot data.
  • The solution does not block you from making project model build alterations while that project is being copied. Recommendation: it is advised that you avoid making alterations to the project while it is being copied.
  • When running model builds that leverage Hierarchical Forecasting with reconciliation, it is possible for targets disregards the Allow Negative Targets setting No and actually product forecasts with negative target values.
  • When projects are running pipelines or other costly jobs consuming more than 75% of server resources, page rendering speeds may increase by 25%.
  • On a project restart, previously configured events may be removed. Recommendation: revisit events and assignments after restarting a project.
  • Users are not blocked from running the restart job while a project copy is running. This is not recommended as the projects may end up being in different states. Recommendation: do not run a restart job (or any other job) while a project is being copied.
  • Direct export of SensibleAI Forecast DMF tables that utilize hierarchical forecasting will require manual intervention to populate unused dimension columns with real values.
  • Within the Monitor system, if the user deletes a flag, the filters associated with that flag still remain. Users will have to navigate to the filters tab and manually delete all filters associated with the flag.
  • When creating a filter in the monitor system, users can create multiple fallback rules. Upon attempting to delete a single fallback rule, all fallback rules appear to delete.
  • In the results page of the monitor system, the model selection made per target-forecastName-forecastStartDate is accurate. However, the filter decision section may be inaccurate in terms of the step in which the model selection is made. Users should cross reference their flags and filters to gain insight on which step the model selection was truly determined in.

Upgrade Guide​

Install Guide - SensibleAI Forecast (FOR)

Compatibility Guide​

Xperiflow Compatibility Guide v4.1.0

Last updated on by Jeremy Meiss

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