--- sourceDocument: Australia ServiceNow AI Platform Capabilities sourceDocumentLink: https://www.servicenow.com/docs/r/australia/servicenow-platform Release : - australia ft:locale : - en-US ft:publication_title : - Australia ServiceNow AI Platform Capabilities ft:clusterId : - platcap bundleId : - platcap workflow : - Platform --- # Analyze data integrations # Analyzing data integrations for improving Data Foundations {#ariaid-title1} Release version: Australia Updated March 12, 2026 ![](https://www.servicenow.com/docs/portal-asset/ico-clock) 2 minutes to read Summarize ![AI sparkle icon](https://servicenow.com/docs/portal-asset/ai-sparkle-icon) Summarized using AI This content was generated using new OpenAI-powered functionality. Results are provided on an as is basis and are not guaranteed to be accurate or complete. ## Summary of Analyzing data integrations for improving Data Foundations This feature helps ServiceNow customers improve their Data Foundations coverage by analyzing existing and suggested data integrations within the Configuration Management Database (CMDB). Using the Data integrations tab in the CMDB success advisor for Data Foundations, you can evaluate the effectiveness of current Discovery patterns and Service Graph Connectors in populating key configuration item (CI) attributes and identify opportunities to enhance coverage across principal classes. Show full answer Show less ## Accessing Data Integrations To access integration insights, navigate to the CMDB success advisor landing page, select **View insights** on the Data Foundations card, then choose the **Data integrations** tab. Note that this dashboard is available only after completing the CMDB success advisor for Data Foundations setup. ## Required Roles * **sncmdbadmin:** Required to access the CMDB success advisor. * **sncmdbuser:** Provides read-only access to the CMDB success advisor pages and AI-generated summaries. * **cmdbinstadmin:** Needed to manage Service Graph Connector connections in SGC Central. ## Use Cases * Identify inactive Discovery patterns that can populate attribute data for principal classes * Discover Service Graph Connectors with high attribute coverage for principal classes * Detect installed integrations without active connections * Evaluate integrations populating ownership, relationship, and infrastructure attributes to improve CMDB data accuracy * Prioritize integrations to enhance for maximizing data quality ## Key Features * **Integration overview:** Shows counts of Discovery patterns and Service Graph Connectors contributing CI data to principal classes. * **Status indicators:** Indicate whether Discovery patterns are active and Service Graph Connectors have active connections. * **Attribute coverage insights:** Allows review of which CI attributes each integration source populates. * **Access integration details:** Enables configuration of integrations to improve attribute coverage. * **Suggested integrations:** Recommends integrations not yet installed based on advisor scope to enhance coverage. ## Practical Benefits By using this feature, ServiceNow customers can maintain a more accurate and comprehensive CMDB, ensuring better data quality for configuration management. It helps identify gaps, inactive or underperforming integrations, and guides prioritization of integration improvements to optimize CI attribute coverage across their environment. Improve Data Foundations coverage by analyzing existing and suggested data integrations, including Discovery patterns and Service Graph Connectors. Use the Data integrations tab in the CMDB success advisor for Data Foundations to assess the effectiveness of your current data integration sources in the Configuration Management Database (CMDB) and identify opportunities to improve coverage across your principal classes. The Data integrations tab provides a breakdown of active Discovery patterns and installed Service Graph Connectors, including how many key configuration item (CI) attributes each integration source is populating. ## Access data integrations {#cmdb-sa-df-data-integrations__section_skr_tym_k3c} Navigate to the CMDB success advisor landing page, and on the Data Foundations card, select View insights. Select the Data integrations tab to access integration-related details. For more information, see [Access CMDB success advisor](https://www.servicenow.com/docs/p2o6XUQI1ixGDVc4Q2cHog "You can access CMDB success advisor from the Service Graph Workspace, CMDB Workspace, or Software Asset Workspace to set up and manage application-specific dashboards. Depending on your progress, you can either begin the setup or access the dashboard to monitor and manage targeted configuration items (CIs) for an application."). Note: The CMDB success advisor for Data Foundations dashboard is available only after the setup process is complete. For more information, see [CMDB success advisor for Data Foundations setup](https://www.servicenow.com/docs/FZoWEYZ2~5Gdp1JOyrjuBg "The Data Foundations advisor dashboard provides tools to define your principal class scope, monitor CI data quality, and drive targeted improvements."). ## Required roles {#cmdb-sa-df-data-integrations__section_u4w_tym_k3c} {#cmdb-sa-df-data-integrations__table_sjg_m5z_3gc__entry__2} | Role | Description | |-|-| | sn_cmdb_admin | Required to access the CMDB success advisor. | | sn_cmdb_user | Provides read-only access to CMDB success advisor pages and data, including the AI-generated summary of the dashboard. | | cmdb_inst_admin | Required to manage Service Graph Connector connections in SGC Central. | [Table 1. Roles required for accessing data integration sources in the CMDB success advisor for Data Foundations] {#cmdb-sa-df-data-integrations__table_sjg_m5z_3gc} ## Use cases {#cmdb-sa-df-data-integrations__section_ngc_5ym_k3c} For examples of how different people in your organization would use this feature, see these use cases. {#cmdb-sa-df-data-integrations__table_lnc_zz1_2gc__entry__2} | User | Feature use | |-|-| | CMDB administrator | * Identify an inactive Discovery pattern that can populate attribute data for your principal classes * Identify Service Graph Connectors that cover your principal classes with the highest attribute coverage * Detect integration sources that are installed but have no active connections * Evaluate which integrations populate ownership, relationship, and infrastructure attributes for CMDB data accuracy * Prioritize which integrations to improve to maximize data quality across principal classes {#cmdb-sa-df-data-integrations__ul_ydp_j1b_2gc} | [ ] {#cmdb-sa-df-data-integrations__table_lnc_zz1_2gc} ## Data integration features {#cmdb-sa-df-data-integrations__section_st3_5ym_k3c} {#cmdb-sa-df-data-integrations__table_kk3_n1t_fgc__entry__2} | Feature | Description | |-|-| | Integration overview | Displays the count of all Discovery patterns and Service Graph Connectors contributing CI data to your principal classes in the CMDB. | | Status indicators | Check whether Discovery patterns are active and Service Graph Connectors are installed with active connections. For more information, see [Reviewing data integrations for Data Foundations](https://www.servicenow.com/docs/ILDIWzWkG0sp5yCSg5hyfg "Review both existing and suggested Discovery patterns and Service Graph Connectors to improve your Data Foundations data coverage."). | | Attribute coverage insights | Select the Attribute coverage link next to the integration to review which CI attributes it populates for your principal classes. For more information, see [Evaluate Data Foundations data integration coverage](https://www.servicenow.com/docs/y2BTgHg70KMoluNbbPGHeQ "Identify supported principal classes and attributes from a Discovery pattern or Service Graph Connector to evaluate data coverage and upgrade requirements."). | | Access integration details | Configure integrations to improve attribute coverage. For more information, see [Evaluate Data Foundations data integration coverage](https://www.servicenow.com/docs/y2BTgHg70KMoluNbbPGHeQ "Identify supported principal classes and attributes from a Discovery pattern or Service Graph Connector to evaluate data coverage and upgrade requirements."). | | Suggested integrations | Displays integrations that are recommended but not yet installed, based on the selected advisor scope. For more information, see [View suggested integrations for the Data Foundations advisor](https://www.servicenow.com/docs/R5xkhYjv5EYAHx8VKU1spA "View integrations recommended for your Data Foundations advisor scope that are not yet installed, to identify opportunities to improve CI data coverage for your principal classes."). | [Table 2. Feature description] {#cmdb-sa-df-data-integrations__table_kk3_n1t_fgc}