Skip to content
Release: Australia · Updated: 2026-03-12 · Official documentation · View source

Review SAM artifacts

The Data Collection app contains a pre-build data metric structure for the ServiceNow Performance/Platform Analytics application.

Performance/Platform analytics

The content pack comes with the following artifact types. For configuring the process, Group Type is the group classification for the User Administration - Groups.

Artifact typeDescription
Indicator SourceCaptures the basic data sets and commits them to the working memory of the platform to provide the foundation for the calculations. This is also called a data cube.
Automated IndicatorBasic calculation definition on the indicator source data set, potentially with additional filter conditions that you apply before making the calculation.
Manual IndicatorMetric for which there is no data set within the platform. Requires you to manually add a data point.
Formula IndicatorA more comprehensive calculation, such as % and ratio calculations that require multiple automated indicator data points for the calculation.
Data Collection JobsSchedule on which the automated data collection will run.
WidgetsConfiguration for the UI visualization of an indicator.
DashboardDisplay of a collection of widgets on a pane. This dashboard contains two tabs. One tab contains widgets showing quarterly values, and the other contains widgets showing monthly values.

Artifacts by type

The app contains the following artifacts for each of the above-specified artifact types.

Note: The frequencies of all applicable indicators and indicator sources have been changed from quarterly to monthly. If this is not the first time using this content pack, you should run a baseline historical job (data collection job) to capture applicable historical data. The historical data will be visualized in a future enhancement of the dashboard.

Artifact typeName
Formula% new hires with all SW provisioned by day 1
AutomatedImpact VM - # of New Hire catalog Item Requests Completed by 1st day
AutomatedImpact VM - Total Number of New Hires
FormulaAvg. time to close a SW request (hrs)
AutomatedImpact VM - Total # of completed sw requests
AutomatedImpact VM - Total 'business duration' of completed sw requests
FormulaImpact VM - % of SaaS licenses unused / underutilized (per publisher)
FormulaImpact VM - unused / underutilized software licenses
AutomatedImpact VM - Total # of used software licenses
AutomatedImpact VM - Total # of software licenses
FormulaImpact VM - % of on-prem SW license unused / underutilized (per publisher)
FormulaImpact VM - % of SW that is centrally managed
ManualImpact VM - Total # of software
AutomatedImpact VM - # of managed software
FormulaImpact VM - # of employees : # of SAM FTEs
AutomatedImpact VM - Total # of employees
AutomatedImpact VM - # of SAM FTEs
ManualImpact VM - Avg. time to respond to an audit (hrs)
ManualImpact VM - Legacy SAM systems monthly run-rate
FormulaImpact VM - SW audit financial settlements as a % of SW spend
AutomatedImpact VM - Current Subscription Spend
AutomatedImpact VM - True-up Cost
ManualImpact VM - # of material security breaches due to vulnerable SW
AutomatedImpact VM - # of unplanned outages from SW issues
Data Collection JobImpact VM - Monthly Data Collection
Widget# of employees : # of SAM FTEs - monthly
Widget# of material security breaches due to vulnerable SW - monthly
Widget# of unplanned outages from SW issues - monthly
Widget% new hires with all SW provisioned by day 1 - monthly
Widget% of on-prem SW license unused / underutilized (per publisher) - monthly
Widget% of SaaS licenses unused / underutilized (per publisher) - monthly
Widget% of SW that is centrally managed - monthly
WidgetAvg. time to close a SW request (hrs) - monthly
WidgetAvg. time to respond to an audit (hrs) - monthly
WidgetLegacy SAM systems monthly run-rate
WidgetSW audit financial settlements as a % of SW spend - monthly
DashboardImpact VM - SAM

Parent Topic:Impact Value Management Data Collection Content Pack for SAM