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AI Incident Prevention Release Notes

New features for AI Incident Prevention:

March 4, 2026

Improved Change Risk Analytics

The Change Risk Analytics page has been updated with improved organization and visualizations. The page is now divided into three tabs, allowing you to easily navigate to the exact metrics that you need.

The new Flow Analysis visualization provides an interactive view of your change flow, helping you understand and improve your internal workflows.

aiprevention_webapp_changeriskflow.png

See the Change Risk Analytics documentation for more information. 

Change Risk Configuration Improvements

The following improvements have been made to change risk configuration:

  • Field Visibility Settings - determine which fields appear by default in the Change Risk Dashboard Change Details tab.

  • Category Score Notification Thresholds - send a notification to stakeholders when a specific change risk category exceeds a defined threshold.

See the Change Risk Configuration documentation for more information.

System Improvements

  • Change risk scores are now posted to the change record in ServiceNow, allowing you to create automations based on risk level.

February 4, 2026

Change Risk Rating Updates

The criteria for updating change risk ratings have improved. Change risk ratings are now recalculated only when a significant update is made to the change. 

You can also now manually update the rating using the Force Re-Rate option.

See the Change Risk documentation for more information.

System Improvements

January 7, 2026

Change Risk Profiles

Use change risk profiles to create multiple change risk configurations with separate risk evaluation criteria.

changeriskprofiles.png

See the Change Risk Configuration documentation for more information.

Dataset Insights

Perform free-form analysis on any tabular data with dynamic calculation and visualization capabilities. Dataset Insights reports deliver evidence-driven pattern discovery with real calculations.

See the Dataset Insights documentation for more information.

Large Context Analysis Presets

Create custom analysis presets for reuse in incident analysis reports. Custom presets can be visible to just you or to everyone in your organization.

See the Large Context Analysis documentation for more information.

Team and Individual Risk Calculation Update

The team and individual risk ratings in change risk assessments now consider the success rate for calculating the score. Previously, the score only considered whether an incident was caused by the team or individual.

See the Change Risk documentation for more information.

System Improvements

  • Problem Management was renamed to Large Context Analysis

  • You can now send change risk assessments to external systems

  • Change risk display settings can now be adjusted

  • The Change Risk API now requires the profile ID

December 10, 2025

Real-Time Deconfliction

The Real-Time Deconfliction tab is now available within the Change Risk Dashboard. Use this tab to identify conflict-based risks associated with upcoming changes.

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See the Change Risk Dashboard documentation for more information.

Large Context Analysis ServiceNow Queries

Create analyses for specific sets of incidents by querying ServiceNow. For example, query to find incidents from within a specific date range, incidents caused by a specific change, or incidents associated with a specific assignment group.

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See the Large Context Analysis documentation for more information.

Change Risk Analysis API

Request a new change risk analysis or retrieve information about a risk-rated change using the Change Risk Analysis API. Risk-rated changes requested via the API are displayed in the Change Risk Dashboard.

See the Change Risk Analysis API documentation for more information.

System Improvements

  • CSV export was added to the Change Risk Dashboard

  • Added the ability to send details from each dashboard as a message