Exploring CMDB success advisor

  • Release version: Zurich
  • Updated July 22, 2026
  • 6 minutes to read
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    Summary of Exploring CMDB Success Advisor

    The CMDB Success Advisor is a ServiceNow tool designed to help organizations improve Configuration Management Database (CMDB) data quality and alignment with specific business outcomes. It provides targeted insights and recommendations for Data Foundations, Hardware Asset Management (HAM), and Software Asset Management (SAM). By using customized metrics, the advisor identifies and monitors critical configuration item (CI) classes to ensure data completeness, accuracy, and effective lifecycle tracking.

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    Key Features

    • Role-Based Access and Functionality:
      • CMDB Administrators (sncmdbadmin role) can configure CMDB data accuracy, manage principal classes, analyze integration sources, and focus on specific HAM and SAM data quality improvements.
      • CMDB Users (sncmdbuser role) have read-only access to dashboards showing data quality metrics but cannot modify settings or integrations.
      • CMDB Editors (sncmdbeditor role) can view dashboards with write access on CMDB records outside the advisor but no access to settings or integrations.
      • Additional roles like cmdbinstadmin, pduser, and pdadmin enable management of Service Graph Connectors and Discovery patterns.
    • Outcome-Focused Configuration: The advisor scopes dashboards and metrics based on business outcomes:
      • Data Foundations: Focuses on principal CI classes tied to incident, problem, and change management.
      • HAM: Targets hardware model categories to improve normalization and lifecycle tracking.
      • SAM: Concentrates on selected software products for install completeness and licensing accuracy.
    • Comprehensive Metrics and Dashboards: Provides consolidated views of data quality indicators such as missing attributes, stale records, duplicates, and integration source coverage across prioritized CI classes, hardware categories, and software products.
    • Continuous Improvement and Remediation: Tracks key performance indicators (KPIs) with guided resolution steps and remediation action panels to address data quality issues.
    • Policy and Settings Alignment: Enables analysis and adjustment of CMDB Data Manager policies, reconciliation rules, synchronization rules, and asset lifecycle mappings to align CMDB operations with business requirements.
    • Integration Coverage Analysis: Helps evaluate and improve data source integrations, including Service Graph Connectors and Discovery patterns, to enhance CMDB data completeness and accuracy.

    Benefits

    • Improved CMDB Data Quality: Enables organizations to maintain accurate, complete, and relevant CMDB data supporting critical business processes.
    • Focused Business Outcomes: Tailors CMDB monitoring and improvement efforts specifically for Data Foundations, HAM, and SAM use cases.
    • Enhanced Visibility: Provides dashboards accessible to various user roles, supporting transparency and collaboration in data quality management.
    • Guided Remediation: Offers actionable recommendations and tools to correct data issues efficiently.
    • Better Data Integration Management: Facilitates evaluation and optimization of data feeds populating the CMDB.

    Use Cases

    • Data Foundations: Improve the quality of CI data related to incident, change, and problem management by monitoring attribute completeness, stale and duplicate records, and integration coverage.
    • Hardware Asset Management (HAM): Enhance hardware data quality by resolving missing identifiers, eliminating duplicates, and aligning asset and CI lifecycle states for better tracking and financial reporting.
    • Software Asset Management (SAM): Increase software install data accuracy by identifying missing edition, version, or license details, removing installs on duplicate CIs, and validating virtual server-to-host relationships for compliance.

    Next Steps for ServiceNow Customers

    To maximize the value of CMDB Success Advisor, customers should configure the tool according to their targeted business outcomes—Data Foundations, HAM, or SAM—and leverage the dashboards and remediation guidance to continuously improve CMDB data quality. Review the advisor's recommended principal CI classes, hardware model categories, or software products to align monitoring and integration efforts effectively.

    Learn about CMDB success advisor and review the benefits it can provide for different users in your organization.

    CMDB success advisor overview

    Review CMDB Data Manager policies and Configuration Management Database (CMDB) settings through CMDB success advisor to identify improvement areas. The advisor supports the following business outcomes: Data Foundations, Hardware Asset Management (HAM) and Software Asset Management (SAM). The advisor uses customized CMDB metrics to improve data quality for targeted configuration item (CI) classes. It identifies and monitors the CI classes most critical to your organizational processes to enable complete and accurate data in Data Foundations, tracking hardware model categories for HAM, and tracking software products for SAM.

    CMDB success advisor users

    Table 1. Users
    User Description Additional roles required
    CMDB administrator Users with the sn_cmdb_admin role can configure and improve CMDB data accuracy based on specific business use cases.

    With targeted CI tracking, practical data integration suggestions, and application-specific dashboards, the CMDB success advisor enables CMDB administrators to improve CMDB data accuracy and achieve key business outcomes.

    For Data Foundations, administrators can select and manage principal classes, monitor data quality across the CI classes most critical to incidents, changes, and problems, and use integration coverage analysis to make sure the right data sources are keeping the CMDB accurate and complete.

    For Hardware Asset Management, administrators can focus on critical hardware model categories to improve normalization rates, asset life cycle tracking, and data accuracy for business outcomes like HAM.

    For Software Asset Management, administrators (sam_admin or sn_cmdb_admin) can select software products to track and monitor software install completeness, cloud license coverage, and virtual server-to-host CI relationship accuracy for licensing compliance.
    cmdb_inst_admin
    Required to manage Service Graph Connector connections in SGC Central through CMDB success advisor.
    pd_user
    Required to view Discovery and Service Mapping Patterns through CMDB success advisor with read-only access.
    pd_admin
    Required to modify Discovery patterns through CMDB success advisor with write access.
    CMDB user Users with the sn_cmdb_user role can view CMDB success advisor dashboards in read-only mode from the Insights view in Service Graph Workspace.

    With Dashboard tab access only, CMDB users can monitor data quality metrics and remediation progress across principal classes and hardware model categories. The Settings and Integrations tabs aren't available to these users.

    For Data Foundations, CMDB users can view CI data quality metrics by principal CI class, including missing attributes, stale records, duplicate CIs, and discovery source breakdown.

    For Hardware Asset Management, CMDB users can view hardware asset metrics by model category and integration source, including missing model ID, serial number, location, duplicates, and asset state.

    For Software Asset Management, CMDB users can view software install data quality metrics, including missing edition, version, cloud license, environment, and CPU attributes, duplicate installs, and virtual server-to-host relationship accuracy.

    		 None
    CMDB editor Users with the sn_cmdb_editor role can view CMDB success advisor dashboards from the Insights view in Service Graph Workspace, with write access on CMDB records outside the application.

    With Dashboard tab access only in CMDB success advisor, CMDB editors can monitor data quality metrics and remediation progress across principal classes and hardware model categories. The Settings and Integrations tabs aren't available to these users.

    For Data Foundations, CMDB editors can view CI data quality metrics by principal CI class, including missing attributes, stale records, duplicate CIs, and discovery source breakdown.

    For Hardware Asset Management, CMDB editors can view hardware asset metrics by model category and integration source, including missing model ID, serial number, location, duplicates, and asset state.

    For Software Asset Management, CMDB editors can view software install data quality metrics, including missing edition, version, cloud license, environment, and CPU attributes, duplicate installs, and virtual server-to-host relationship accuracy.

    		 None

    CMDB success advisor benefits

    The following benefits are available to CMDB administrators across Data Foundations, HAM, and Software Asset Management (SAM).

    Benefit Feature Users
    Focused CMDB setup for specific business outcomes

    For Data Foundations, advisor dashboard scope is built from principal classes recommended based on incident, problem, and change (IPC) activity. If IPC data is unavailable, classes are ranked by how widely they are used across your CMDB. For new instances with no historical data, a set of default classes is suggested.

    For HAM, advisor dashboard scope is defined by hardware model categories.

    For SAM, advisor dashboard scope is defined by software products.

    		 Use-case-driven CMDB configuration.

    To learn more, see CMDB success advisor for Data Foundations setup, CMDB success advisor for HAM setup, and CMDB success advisor for SAM setup

    		 CMDB administrator
    Improved visibility

    For Data Foundations, view CI data quality metrics by principal CI class, including missing attributes, stale records, duplicate CIs, and discovery source breakdown.

    For HAM, view hardware asset metrics by model category and integration source.

    For SAM, view software install data quality metrics by software product, publisher, and CI class.

    		 Dashboard with consolidated insights and metrics

    To learn more, see Monitoring CMDB data quality using dashboard metrics in CMDB success advisor for Data Foundations, Monitoring CMDB data quality using dashboard metrics in CMDB success advisor for HAM, and Monitoring CMDB data quality using dashboard metrics in CMDB success advisor for SAM
    • CMDB administrator
    • CMDB user
    • CMDB editor
    Continuous data quality improvement

    For Data Foundations, track KPIs for CI completeness, stale records, duplicates, and integration coverage across principal classes.

    For HAM, track KPIs for missing model ID, serial number, location, duplicates, and asset state.

    For SAM, track KPIs for missing edition, version, cloud license, environment, and CPU attributes, duplicate installs, and virtual server-to-host relationship accuracy.

    		 KPI details access from the dashboard for metric monitoring, remediation tracking, and guided resolution steps

    To learn more, see Monitoring CMDB data quality using dashboard metrics in CMDB success advisor for Data Foundations, Monitoring CMDB data quality using dashboard metrics in CMDB success advisor for HAM, and Monitoring CMDB data quality using dashboard metrics in CMDB success advisor for SAM
    • CMDB administrator
    • CMDB user
    • CMDB editor
    Data quality improvement suggestions

    For Data Foundations, target principal class issues such as stale CIs and duplicate records.

    For HAM, address hardware issues such as missing serial numbers and asset/CI mismatches.

    For SAM, address stale CIs and installs on duplicate CIs.

    		 Remediation actions panel available for a chart in the dashboard

    To learn more, see Improving CMDB data quality for Data Foundations, Improving CMDB data quality for HAM, and Improving CMDB data quality for SAM
    • CMDB administrator
    • CMDB user
    • CMDB editor
    Better alignment of CMDB rules and policies

    For Data Foundations, align CMDB Data Manager ownership policies and reconciliation rules for principal classes.

    For HAM, configure synchronization rules, asset creation rules, and status mappings.

    		 Settings summary for gap analysis and configuration guidance

    To learn more, see Analyze CMDB settings for Data Foundations and Analyzing CMDB settings for HAM

    		 CMDB administrator
    Improved CMDB data coverage and accuracy

    For Data Foundations, evaluate integration sources with attribute-level coverage analysis across principal classes.

    For HAM, review SGC and Discovery pattern rankings for hardware model categories.

    		 Data integrations summary for reviewing and evaluating integration sources

    To learn more, see Analyzing data integrations for improving Data Foundations and Analyzing data integrations for improving HAM data coverage

    		 CMDB administrator

    Use cases

    You can use CMDB success advisor for the following business outcomes:
    • Data Foundations: Improve data quality across the principal classes your organization relies on for incidents, changes, and problems. Monitor attribute completeness, detect stale and duplicate records, and evaluate integration coverage to verify the right data sources are populating your CMDB. For more information, see Using CMDB success advisor for Data Foundations.
    • HAM: Improve hardware data quality across model categories such as computers, servers, and printers. Identify and resolve missing model IDs, serial numbers, and locations, eliminate duplicate CIs and align asset and CI states to support accurate life cycle tracking and financial reporting. For more information, see Using CMDB success advisor for HAM.
    • Software Asset Management (SAM): Improve software install data quality across selected software products. Identify and resolve installs missing edition, version, or cloud license details, eliminate installs on duplicate CIs, and verify virtual server-to-host CI relationships to support licensing compliance. For more information, see Using CMDB success advisor for SAM.

    What to explore next

    To learn more about configuring and using CMDB success advisor for supported business outcomes, see: