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AI Incident Prevention Release Notes

New features for AI Incident Prevention:

January 7, 2026

Change Risk Profiles

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

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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