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| Topic | Details |
|---|
| Topic 1 | - Govern: This domain focuses on CMDB quality management through health metrics, Data Manager policies, governance frameworks, stakeholder roles, duplicate remediation, operationalization, and lifecycle management.
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| Topic 2 | - Configuration: This domain covers CMDB technical setup including CI Class Manager for table hierarchies, IRE for data accuracy, and CMDB 360
- multisource configuration for comprehensive CI views.
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| Topic 3 | - Insight: This domain covers extracting value from CMDB data using Natural Language Query, custom reports, dependency views, product integrations, and Foundation Dashboards for actionable insights.
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| Topic 4 | - Ingest: This domain addresses data ingestion methods, CI relationship management, automation tools, upgrade compatibility, handling non-discoverable CIs and attributes, compliance tracking, and Asset-CI alignment.
|
| Topic 5 | - CSDM Fundamentals: This domain establishes Common Services Data Model knowledge including stakeholder collaboration for CI classification, CSDM methodology adherence, and understanding implementation benefits.
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ServiceNow Certified Implementation Specialist - Data Foundations (CMDB and CSDM) Sample Questions (Q92-Q97):
NEW QUESTION # 92
Drag and drop the CMDB Health Dashboard metric to the correct description.

Answer:
Explanation:

Explanation:

The CMDB Health Dashboard organizes data quality into practical, action-oriented metrics:
Audits validate correctness by comparing CI values against defined expectations (rules, policies, certifications).
Duplicate CIs represent redundant records and should be reduced to improve trust and reporting accuracy.
Orphan CIs lack required relationships or key context, limiting impact analysis and service visibility.
Recommended fields are not mandatory but add diagnostic value during incidents and problem investigations.
Required fields are enforced by the platform and closely tied to Identification & Reconciliation remediation.
Stale CIs signal aging data that no longer reflects the current environment.
This mapping aligns with CMDB Data Foundations best practices and how the Health Dashboard is designed to guide prioritization and remediation.
NEW QUESTION # 93
The CMDB Administrator has set up two Dynamic Reconciliation Rules within the ServiceNow Production Instance. The 'Server' class has a Dynamic Reconciliation Rule of largest value for the RAM field. The 'Windows Server' class has a Dynamic Reconciliation Rule of most reported for the RAM field.

Given the above data inMultisource CMDB, which value is added to the CMDB forRAMfor aServer CI?
- A. 2,048 MB
- B. 4,096 MB
- C. 8,192 MB
Answer: C
Explanation:
This question hinges on understandingclass-specific Dynamic Reconciliation RulesinCMDB 360 / Multisource CMDBwithinServiceNow.
Although two different dynamic rules are configured,the rule applied depends on the CI class being evaluated:
For theServerclass, the configured rule isLargest valuefor the RAM attribute.
For theWindows Serverclass, the ruleMost reportedwould apply-butonly if the CI were evaluated as a Windows Server.
The question explicitly asks for the resulting RAM value for aServer CI, not a Windows Server CI. Therefore, theLargest valuerule governs the outcome.
Looking at the multisource values:
2,048 MB (LANDesk)
4,096 MB (Tivoli)
4,096 MB (ServiceNow)
8,192 MB (Altiris)
Under theLargest valuedynamic reconciliation rule, the IRE selects themaximum numeric value, regardless of how frequently it is reported or which source provided it.
TheMost reportedlogic (which would result in 4,096 MB) doesnot applyhere because that rule is configured for a different class (Windows Server).
This scenario illustrates an important CMDB 360 principle:Dynamic reconciliation is evaluated per class, and child-class rules do not override parent-class rules unless the CI is actually classified under that child class.
NEW QUESTION # 94
(Choose 2 options)
A CMDB Administrator is evaluating whether to monitor the metrics provided on theCMDB Data Foundations Dashboard.
Which benefits support the decision to continually monitor the results on this dashboard?
- A. Provides metrics for CIs processed by the Identification and Reconciliation Engine (IRE)
- B. Provides a list of all CIs that failed health audits
- C. Reports on all orphan CIs in the CMDB
- D. Provides metrics on active CIs updated in the last 90 days
Answer: A,D
Explanation:
TheCMDB Data Foundations DashboardinServiceNowis intended to provideongoing, trend-based visibilityinto how well the CMDB ingestion and maintenance processes are functioning-not just point-in- time issue lists. This is why continual monitoring of its metrics is valuable.
Option Bis correct because trackingactive CIs updated in the last 90 daysprovides a strong indicator ofdata freshness and operational relevance. A healthy CMDB should reflect recent updates from Discovery, integrations, and governed manual processes. Monitoring this metric over time helps organizations detect stagnation, discovery failures, or integration issues early.
Option Cis also correct because metrics forCIs processed by the Identification and Reconciliation Engine (IRE)directly indicate the effectiveness and adoption ofgoverned ingestion practices. Consistent IRE processing confirms that integrations are not bypassing identification rules, reducing duplicates and improving trust in CMDB data. Trending this metric helps validate Data Foundations maturity.
Option A is incorrect because the dashboard is not designed to provide exhaustive audit failure lists; those are handled through certification and remediation workflows. Option D is also incorrect becauseorphan CIsare a specific health condition surfaced via health rules and remediation tools, not a core benefit metric for continual dashboard monitoring.
Therefore, the correct answers areB and C.
NEW QUESTION # 95
A company wants to track regulatory compliance. ServiceNow has an artifact type called an information object as part of the CSDM framework.
What is the purpose of an information object?
- A. It describes data in general on a group of Configuration Items.
- B. It describes data exchanged between an API interface and an Application.
- C. It describes the logical data to the Business Applications.
Answer: C
Explanation:
Information Objects in CSDM are used to represent logical data associated with Business Applications.
They are especially important for governance, compliance, privacy, and audit use cases because they describe the type of data a Business Application processes, stores, or transmits. For example, if an application handles personal data, payment card data, or regulated healthcare information, that logical data context should be modeled as an Information Object and related to the Business Application.
Option A is too broad and incorrectly frames the object as general data for a group of CIs. CIs represent technical components, while Information Objects describe logical business data. Option B is too narrow because API exchange data is only one possible technical integration scenario and does not define the purpose of the CSDM artifact. Therefore, the correct purpose is to describe logical data related to Business Applications.
NEW QUESTION # 96
A CMDB Administrator wants to create a CMDB query to find all databases located in Seattle that are connected to application services. They also want to include incidents related to those databases.
Which actions should be taken to build this query? (Choose 2 options)
- A. Add property columns to the Application Service node
- B. Add to the canvas the Incident table from the Non-CMDB Tables list
- C. Add a filter to the Database node for Location = Seattle
- D. Set the relationship level to up to 2nd-level relationships
Answer: B,C
Explanation:
When building advanced CMDB queries using CMDB Query Builder in ServiceNow, the correct approach is to model CI scope, relationships, and task context explicitly on the canvas.
To limit results to databases in a specific location, the administrator must filter the Database CI node by the Location attribute. Therefore, Option C is required to scope the query to Database CIs where Location = Seattle.
To include Incidents related to those databases, the Incident table must be added from the Non- CMDB Tables list and linked through the task_ci relationship. This is exactly what Option A provides. CMDB Query Builder separates CMDB tables (CIs) from task and transactional tables, so incidents must be explicitly added from the Non-CMDB section.
NEW QUESTION # 97
......
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