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| Section | Weight | Objectives |
|---|---|---|
| Configuration | 15% | - CMDB Architecture
|
| CSDM Fundamentals | 20% | - Common Service Data Model
|
| Govern | 25% | - CMDB Governance
|
| Insight | 10% | - Reporting and Visibility
|
| Ingest | 30% | - Identification and Reconciliation
|
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NEW QUESTION # 156
Given a list of Service types in the platform, drag the appropriate service to its definition.
Answer:
Explanation:
Explanation:
Within the Common Service Data Model (CSDM), service types are clearly defined to separate business- facing value, application logic, and technical enablement. Correct classification is foundational to impact analysis, ownership, reporting, and service visibility.
An Application Service is a logical representation of a deployed application or system stack. It models how an application runs, including servers, databases, middleware, and integrations. Application Services are typically created and maintained through Service Mapping and are primarily consumed by IT operations, DevOps, and support teams.
A Technology Management Service (also called a Technical Service) represents shared technical capabilities such as databases, authentication platforms, messaging systems, or cloud infrastructure. These services are published to Service Owners, not business users, and underpin one or more Application Services or Business Services. They are critical for understanding technical dependencies and risk but are not business-facing.
A Business Service is published to Business Users and directly supports business capabilities and outcomes. It represents what the business consumes, such as "Online Banking," "Order Fulfillment," or
"Employee Onboarding." Business Services sit at the top of the CSDM hierarchy and are the anchor point for SLAs, experience, and value measurement.
Correctly distinguishing these service types ensures alignment with CSDM best practices, enables accurate impact analysis, and prevents common CMDB anti-patterns such as exposing technical services to business users or misrepresenting application stacks as business value.
NEW QUESTION # 157
A Configuration Manager has configured multiple data sources that are all authorized to update thesame class and the same set of class attributesin the CMDB.
What can the Configuration Manager do to controlwhich data source should be the authoritative source of truthfor a specific class or set of class attributes?
Answer: C
Explanation:
InServiceNow, controllingsource precedencewhen multiple authorized data sources update the same CI attributes is a core responsibility ofIdentification and Reconciliation Engine (IRE)governance.
The correct and supported method is toassign priority to each data source in reconciliation rules.
Reconciliation rules determinewhich source winswhen multiple sources attempt to update the same attribute on a CI. By defining source precedence, the Configuration Manager ensures that themost authoritative system of record(for example, Discovery over manual imports, or HR systems over spreadsheets) consistently controls specific attributes or classes.
Option B is incorrect because manually sequencing data source runs is unreliable, does not scale, and violates Data Foundations best practices. Option C only controls how often data is refreshed, not which source is authoritative. Option D is incorrect becauseidentification rulesare used to uniquely identify CIs-not to control attribute-level precedence.
Using reconciliation rules providesdeterministic, auditable, and automated control, which is essential for maintaining CMDB trust and avoiding data conflicts.
Therefore, the correct answer isA - Assign a priority to each data source in reconciliation rules.
NEW QUESTION # 158
A CMDB Administrator needs to import external data into the CMDB. To reduce the risk of creating duplicates and prevent updates from unauthorized sources, it must be ensured that the Identification and Reconciliation Engine (IRE) is not bypassed.
What is the recommended method to import data into the CMDB utilizing the Identification and Reconciliation API?
Answer: A
Explanation:
In ServiceNow, protecting CMDB data quality during ingestion is a core Data Foundations principle. The Identification and Reconciliation Engine (IRE) is designed to ensure that CI records are uniquely identified, merged correctly, and protected from unauthorized overwrites. Any ingestion method that bypasses IRE introduces a high risk of duplicates and data corruption.
IntegrationHub ETL is the recommended method because it is natively designed to work with the Identification and Reconciliation API. When properly configured, IntegrationHub ETL ensures that incoming data is processed through IRE, applying identification rules, reconciliation rules, and source precedence. This allows multiple data sources to coexist safely while maintaining CMDB integrity.
NEW QUESTION # 159
A CMDB Administrator is evaluating whether to monitor the metrics provided on the CMDB Data Foundations Dashboard.
Which benefits support the decision to continually monitor the results on this dashboard?
(Choose 2 options)
Answer: B,D
Explanation:
The CMDB Data Foundations Dashboard in ServiceNow is intended to provide ongoing, trend- based visibility into 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 B is correct because tracking active CIs updated in the last 90 days provides a strong indicator of data 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 C is also correct because metrics for CIs processed by the Identification and Reconciliation Engine (IRE) directly indicate the effectiveness and adoption of governed 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.
NEW QUESTION # 160
A CMDB Administrator, viewing the CMDB Data Foundations Dashboard, notices the Unique Locations Result percentage is low.
What is the recommended process from the associated playbook to correct this issue?
Answer: A
Explanation:
In Data Foundations, a low "Unique Locations" result indicates the CMDB contains duplicate Location records (or inconsistent location usage) that reduce data reliability for operational reporting and service analytics. This sits under "Insight" because the dashboard is highlighting a measurable quality issue, and the playbook provides a structured remediation path to restore confidence.
The recommended playbook-aligned process is to review the duplicate locations, determine which one is correct per the organization's naming and data standards, then re-point dependent records (CIs) to the correct Location before removing the duplicate. That sequence is essential: if you delete a duplicate location without first updating related CIs, you risk leaving CIs with missing/invalid location references, creating new completeness and correctness issues.
Option C matches best practice: validate which location record should remain, update all affected CIs (and any other dependent records) to use the correct location, and then delete (or retire/merge, depending on process controls) the duplicate record.
NEW QUESTION # 161
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