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Certified Implementation Specialist - Data Foundations (CMDB and CSDM) Questions 57–64 (page: 9)

Updated On: 29-Apr-2026

A CMDB Administrator has imported data into the ServiceNow CMDB from a third-party source using a Service Graph Connector. The Administrator wants to review specific field to field mappings for the import.

Which feature will show that information?

  1. Integration Hub
  2. IntegrationHub ETL
  3. CMDB Integrations Dashboard

Answer(s): B

Explanation:

IntegrationHub ETL provides the data transformation framework used by Service Graph Connectors to ingest external data into the CMDB. It includes mapping definitions that show how fields from the source system are transformed and mapped to CMDB attributes, allowing administrators to review the exact field-to-field mappings used during the import process.



What are the characteristics or functions of ServiceNow IntegrationHub ETL? (Choose two.)

  1. Integrates third-party data into the CMDB or into non-CM DB tables
  2. Uses the IRE to process and integrate data
  3. Imports Microsoft SCCM/Intune data into the CMDB
  4. Performs discovery data collection and updates the CMDB

Answer(s): A,B

Explanation:

IntegrationHub ETL is used to ingest and transform data from external systems into ServiceNow, allowing third- party data to be integrated into the CMDB or other platform tables. During the ingestion process, it leverages the Identification and Reconciliation Engine to correctly identify configuration items and reconcile attributes according to CMDB rules, ensuring consistent and deduplicated data integration.



A CMDB Administrator needs to ingest relevant data from Microsoft SCCM into the CMDB.

Which ingestion method brings the fastest time to value?

  1. Import Sets
  2. Service Graph Connectors
  3. Agent Client Collector
  4. IntegrationHub ETL

Answer(s): B

Explanation:

Service Graph Connectors provide prebuilt, standardized integrations for common external systems such as Microsoft SCCM. They use the Service Graph framework and IntegrationHub ETL with built-in mappings and Identification and Reconciliation Engine processing, allowing organizations to quickly ingest normalized data into the CMDB with minimal configuration and the fastest time to value.



A CMDB Administrator changes the query for the SCCM Service Graph Connector.

What is the impact of this change?

  1. Any Scheduled Jobs for the SCCM Service Graph Connector will need to be configured.
  2. Any updates for the SCCM Service Graph Connector will be skipped during the upgrade.
  3. The Data Source for the SCCM Service Graph Connector will be marked as Inactive.

Answer(s): B

Explanation:

When the query of a Service Graph Connector such as the SCCM connector is modified, the connector configuration becomes customized. During future upgrades, ServiceNow preserves customer customizations by skipping updates to those modified components, ensuring that the customized query is not overwritten by the upgrade process.



A CMDB Administrator needs to prevent duplicate CI creation from import sets that load data into the CMDB from vendor shipment files containing CI information.

How can the Administrator do this?

  1. Set the coalesce on two mappings within the transform map
  2. Create comparison rules in the IRE
  3. Set the system property to utilize the IRE within transform maps
  4. Use the CMDBTransformUtil API in the transform script

Answer(s): D

Explanation:

Using the CMDBTransformUtil API in the transform script ensures that data from import sets is processed through the Identification and Reconciliation Engine. This allows the CMDB to apply identification rules to determine whether a configuration item already exists and update it instead of creating duplicates, preventing duplicate CI records during imports.



A ServiceNow Administrator wants to implement Service Graph Connectors to provide integrations to many third-party solutions that the company wants integrated into the CMDB.

Which categories of connectors are available to the Administrator? (Choose two.)

  1. DevOps
  2. Cloud
  3. Workflow Automation
  4. Observability

Answer(s): B,D

Explanation:

Service Graph Connectors include predefined integrations categorized by technology domains that commonly provide infrastructure and configuration data to the CMDB. Cloud connectors integrate cloud platforms to ingest infrastructure and service data, while Observability connectors integrate monitoring and observability tools to import infrastructure and application configuration information into the CMDB.



The Server [cmdb_ci_server] class uses a dynamic reconciliation rule of lowest value for the Disk Space (GB) field, while the Windows Server [cmdb_ci_win_server] class uses a dynamic reconciliation rule of most reported for the Disk Space (GB) field.

Given the following data sources that populate Windows Server data into the CMDB 360/Multisource CMDB:



Which value would be added to the CMDB for the Disk Space (GB) field of a Windows Server [cmdb_ci_win_server] record?

  1. 80
  2. 75
  3. 50

Answer(s): B

Explanation:

Reconciliation rules applied at the more specific class level override rules defined on parent classes. Since the Windows Server class defines the rule for Disk Space as most reported, the value that appears most frequently among the data sources is selected. In the provided data, 75 GB is reported twice, making it the most frequently reported value, so it becomes the reconciled value stored in the CMDB.



A Configuration Manager needs to ingest third-party CIs into the CMDB.

Which method minimizes the risk of technical debt?

  1. Vendor-provided integration
  2. Table API
  3. Service Graph Connector
  4. Import Sets and Transform Maps

Answer(s): C

Explanation:

Service Graph Connectors provide standardized, supported integrations designed specifically for ingesting third-party configuration data into the CMDB. They use the Service Graph framework, IntegrationHub ETL, and the Identification and Reconciliation Engine to normalize and reconcile data according to CMDB best practices.
This approach minimizes custom development and therefore reduces the risk of long-term technical debt.



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