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ServiceNow Certified Implementation Specialist - Data Foundations (CMDB and CSDM) Sample Questions (Q74-Q79):
NEW QUESTION # 74
Which best ensures CMDB governance over time?
Answer: A
Explanation:
CMDB governance requires continuous monitoring through CMDB Health dashboards and recurring Data Certification reviews.
NEW QUESTION # 75
A ServiceNow Administrator wants to implement Sen/ice 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"?
Answer: B,D
Explanation:
Service Graph Connectorsare a keyData Foundations ingestion capabilityinServiceNow. They provideout-of- the-box, upgrade-safe integrationsthat ingest data into the CMDB using theIdentification and Reconciliation Engine (IRE), ensuring data quality and source governance.
Two primary categories of Service Graph Connectors are:
Cloud(Option A): These connectors integrate with major cloud providers and platforms (such as AWS, Azure, and GCP) to ingest infrastructure, platform, and service data into the CMDB. They are essential for managing hybrid and multi-cloud environments and maintaining accurate cloud CI relationships.
Observability(Option B): These connectors integrate with monitoring and observability tools (such as APM, infrastructure monitoring, and telemetry platforms). They provide near-real-time operational data that enriches CI records and supports incident correlation, impact analysis, and service health insights.
Option C (DevOps) is incorrect because DevOps integrations are typically handled through CI/CD tools and workflow integrations rather than Service Graph Connectors. Option D (Workflow Automation) is unrelated; Service Graph Connectors focus ondata ingestion, not process orchestration.
Therefore, the correct connector categories areCloudandObservability, makingOptions A and Bthe correct answers.
NEW QUESTION # 76
CMDB class owners are receiving tasks under the "My Work" tab in the CMDB Workspace.
Which CMDB management tool is generating those tasks?
Answer: B
Explanation:
The CMDB Data Manager is the ServiceNow capability responsible for generating actionable governance tasks and assigning them to CI class owners and data stewards. These tasks appear directly in the "My Work" tab within the CMDB Workspace, enabling proactive and role-based CMDB governance.
CMDB Data Manager focuses on data lifecycle management, including archival, retirement, and cleanup of CIs based on defined policies. When lifecycle rules or retention thresholds are met--or when human validation is required--the Data Manager creates tasks to prompt responsible owners to take action. This ensures that CMDB data remains accurate, compliant, and lean over time.
NEW QUESTION # 77
A CMDB Administrator wants only the CIs of Principal Classes to appear in CI reference fields, for example the CI reference fields accessible from an Incident form.
Where does the CMDB Administrator designate Principal Classes?
Answer: D
Explanation:
Within Data Foundations, "Configuration" includes designing the CMDB data model in a way that supports operational usability--especially for ITSM processes like Incident and Change. One common usability challenge is that CI reference fields (such as the Incident "Configuration item" field) can become cluttered and confusing if they allow selection from every CI class, including highly technical or rarely used classes. To address this, ServiceNow uses the concept of Principal Classes: a curated subset of CI classes that are considered primary for operational selection and reporting.
Principal Classes are designated in the CI Class Manager, because this is where administrators configure and manage CI class behaviors and class-level settings. Defining Principal Classes at the class-management layer ensures that the platform can consistently apply this constraint across CI reference fields and related experiences. This aligns with Data Foundations goals:
improving data quality and process outcomes by making it easier for users to select the correct CI, which in turn increases accuracy for assignment, routing, impact analysis, and analytics.
NEW QUESTION # 78
A CMDB Administrator is asked to clean up the CMDB duplicates.
What is the preferred way to manage this task?
Answer: A
Explanation:
In Data Foundations, "Govern" is about putting repeatable, controlled mechanisms in place to keep CMDB data healthy over time. Duplicate CI cleanup is a governance activity because duplicates degrade trust, break reporting, create incorrect service impacts, and cause operational confusion (for example, incidents linked to the wrong CI). The preferred approach is to use the guided and purpose-built de-duplication experience designed for CMDB administrators rather than relying on generic task lists or ad-hoc work.
The de-duplication dashboard in CMDB Workspace is the preferred place because it centralizes duplicate identification, prioritization, and remediation in a single operational experience. It typically provides visibility into suspected duplicates, helps users review records side-by-side, and supports controlled actions (such as merge/retire workflows, depending on configuration) while maintaining auditability. This aligns with Data Foundations' emphasis on standard processes and consistent remediation patterns rather than one-off manual fixes.
"My Tasks" is a generic work queue and does not provide the purpose-built context or tooling required to confidently resolve duplicates in a safe, repeatable way. A standalone "de-duplication task module" may exist as a navigation entry, but the recommended operational method is to use the workspace dashboard where duplicate remediation is organized and guided as part of CMDB health and governance. Therefore, the correct answer is the de-duplication dashboard on CMDB Workspace.
NEW QUESTION # 79
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