AIOps Value Realization dashboard

Release version: Australia

Updated March 12, 2026

3 minutes to read

Summarize

Summarized using AI

Summary of AIOps Value Realization Dashboard

The AIOps Value Realization dashboard utilizes Performance Analytics to provide insights into the business impacts of alerts, events, and incidents. Key metrics include noise reduction, average Mean Time to Repair (MTTR) for incidents, and tracking downtime for critical services. It features customizable date ranges for tailored reporting and analysis.

Show full answer Show less

Key Features

Noise Reduction: Reduces event-to-alert conversions to enhance focus on critical issues.
Average MTTR Tracking: Measures efficiency by tracking the average time taken to resolve incidents.
Critical Services Impact: Quantifies downtime for critical services to prioritize resolutions.
Date Range Selection: Customizable options for reporting, including specific date ranges and presets like last 30 days or year-to-date.
Breakdowns: Provides detailed reporting on operational excellence and business impact, including alerts grouping and service impact by severity.

Key Outcomes

The dashboard enables organizations to improve operational efficiency by highlighting critical incidents and their impacts, allowing for timely resolutions and enhanced stability. Users can easily access the dashboard through the Service Operations Workspace, ensuring visibility into the business implications of IT operations.

Prerequisites

Installation of the Event Management application is required.
Necessary ServiceNow AI Platform roles include evtmgmtadmin and evtmgmtoperator.

Accessing the Dashboard

To access the AIOps Value Realization dashboard, go to Workspaces > Service Operations Workspace and select the AIOps configuration center icon. Under Optimize > Dashboards, choose View AIOps Value Realization dashboard.

The AIOps Value Realization dashboard uses Performance Analytics to offer comprehensive visibility into the business outcomes of alerts, events, and incidents. It features metrics such as noise reduction (events to alerts compression), average MTTR for incidents created by Event Management[var.event-mgmt], and the most critical services impacted by hours.

The AIOps Value Realization dashboard includes a calendar feature that enables users to select various date ranges such as custom dates, the last 3 months, the last 30 days, the last 6 months, the last 7 days, the last year, today, and year-to-date (YTD). You can specify a custom start and end date and apply these selections to view reports specifically for the chosen date range. This feature facilitates tailored analysis and reporting based on specific time periods of interest.

Figure 1. AIOps Value Realization dashboard date range selection

The AIOps Value Realization dashboard offers key insights and metrics crucial for operational efficiency and business impact assessment. It includes features such as noise reduction to enhance focus on critical issues by reducing event-to-alert conversions. Tracking average MTTR for incidents and measuring downtime on critical services aids in improving operational efficiency and prioritizing resolutions. Categorized into Operational Excellence and Business Impact sections, the dashboard provides detailed coverage on alerts grouping, swift resolution of critical incidents reported by users, and quantifying service impacts by severity to optimize operational stability.

Run the [PA EM] Historic Data Collection job once to enable the partial collection of historical Event Management data:

Navigate to All > Performance Analytics > Data Collector > Jobs.
Select [PA EM] Historic Data Collection.
Select Execute Now.

Value realization dashboard. — Figure 2. AIOps Value Realization dashboard key features overview

Prerequisites

Ensure that the Event Management application is installed.

Required ServiceNow AI Platform roles

evt_mgmt_admin
evt_mgmt_operator

Access the AIOps Value Realization dashboard

To open the dashboard, navigate to Workspaces > Service Operations Workspace. From the bottom of the navigation pane, select the AIOps configuration center icon .The AIOps configuration center page appears. On the ITOM AIOps configuration center page, under the Optimize > Dashboards section, select View AIOps Value Realization dashboard.

Use cases

For examples of how different people in your organization would use this dashboard, refer to these use cases.


User	Dashboard use
evt_mgmt_admin or admin	Edit the dashboard and grant view and share permissions.
evt_mgmt_operator or admin	View the dashboard and review record details to visualize and track the business impact of alerts, events, and incidents.

Breakdowns

Breakdowns available in the AIOps Value Realization dashboard are:

Operational Excellence
Business Impact

Reports


Title	Type	Description
Noise reduction (events to alerts compression)	Line graph	The compression rate from events to alert creation: a higher number indicates fewer alerts are being created.
Average MTTR incidents created by Event Management	Line graph	The average Mean Time to Repair (MTTR) of an incident created by Event Management: a lower number indicates greater efficiency of your IT team.
Most critical services impacted, in hours	Line graph	The total time your organization's most critical business services are impacted: a higher number indicates more time critical services are affected by open alerts.
Alerts grouping coverage	Line graph	The percentage of total alerts that are grouped: a higher number indicates more alerts are being correlated and grouped within an alert group.
Number of affected services, by severity	Line graph	The number of services impacted by alerts, grouped by severity, such as the count of services experiencing critical issues per day.
Number of new P1 incidents on monitored services created by users	Line graph	The number of incidents created on services monitored by Event Management: a lower number indicates fewer users are being impacted by a service outage or performance degradation.