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| Section | Objectives |
|---|---|
| Service Management Data Model Usage | - Operational use of CMDB and CSDM
|
| Common Service Data Model (CSDM) | - Service modeling and mapping
|
| Discovery and Integration | - ServiceNow Discovery basics
|
| Data Foundations and Governance | - Data governance principles
|
| CMDB (Configuration Management Database) | - CMDB structure and data model
|
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NEW QUESTION # 169
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 # 170
The Identification and Reconciliation Engine (IRE) has identified duplicate records for one CI.
Which CI will be updated by the IRE?
Answer: B
Explanation:
When the Identification and Reconciliation Engine encounters multiple existing records that satisfy the applicable identification criteria, it must select a record for processing while identifying the duplicate condition for later remediation. For this automatic IRE processing behaviour, the record with the most recent update date is selected for the incoming update.
This should not be confused with the Duplicate CI Remediator's guided selection of a Main CI . During manual remediation, factors such as the oldest creation date, number of related records, historical task references, and business relationships can influence which CI should ultimately be retained. That is a separate governance process from the IRE's immediate handling of incoming data.
Option A incorrectly selects the newest-created record, while Option C applies a main-record retention principle to the wrong stage of processing. IRE first identifies incoming records using identification rules and then applies reconciliation rules to control authorized updates and source precedence. This governed processing is what prevents uncontrolled insertion and overwriting of CI records.
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NEW QUESTION # 171
A Configuration Management Process Owner is preparing solution options for presentation to the technical governance board for ingesting custom CIs to the CMDB. The solution needs to align with best practice, minimize the cost of future work (technical debt), and ensure compliance with future upgrades.
Which solutions accomplish this? (Choose two.)
Answer: B,C
Explanation:
Data Foundations emphasizes that "ingest" must produce CMDB data that is standardized, supportable, and upgrade-safe. When introducing custom CIs, the best practice is to reuse the most appropriate existing CI class (or an approved industry-aligned model) and only add what is necessary--this keeps the data model aligned with platform expectations and reduces downstream rework.
Option B supports this directly: the CMDB CI Class Models application is intended to help teams select a suitable existing class rather than inventing new classes unnecessarily. Reusing existing classes improves consistency across integrations, Discovery/Service Mapping patterns, reporting, and CMDB Health rules--reducing technical debt and making future platform upgrades smoother.
Option A is also aligned with best practice when used correctly: once you have the right CI class, extending that class to add additional attributes (new fields) is a standard, upgrade-safe customization approach. It preserves the underlying platform data structures and avoids breaking out-of-box behaviors, identification/reconciliation practices, and CMDB Health evaluations.
NEW QUESTION # 172
(Choose 2 options)
Configuration Management needs to ensure data quality for all CIs in the CMDB.
What areas ofdata quality for CIsare included in theCMDB Health Dashboard?
Answer: D,E
Explanation:
TheCMDB Health Dashboardis a central component of CMDBData Foundations insight and governance. It measures and tracks data quality using well-defined health indicators that focus on theaccuracy, relevance, and usabilityof CI data.
Two key data quality areas included in the dashboard areStale CIsandDuplicate CIs.
Stale CIs(Option D) refer to configuration items that have not been updated within a defined time window.
These records are risky because they may no longer reflect the current state of the environment, leading to inaccurate impact analysis, poor change decisions, and misrouted incidents. Monitoring staleness helps organizations identify where discovery, integrations, or ownership processes are failing.
Duplicate CIs(Option E) occur when the same real-world asset or service is represented by multiple records.
Duplicates undermine trust in the CMDB, distort reporting, and break service mappings. The CMDB Health Dashboard highlights duplicate trends and integrates with de-duplication and remediation workflows to address them.
Options A (Downgraded CIs), B (Upgraded CIs), and C (Missing CIs) are not standard CMDB Health Dashboard quality dimensions. While "missing" data may be inferred through completeness checks,Missing CIsas a category is not directly tracked.
Therefore, the correct answers areD - Stale CIsandE - Duplicate CIs, which are core CMDB Health indicators used to maintain high-quality configuration data.
NEW QUESTION # 173
(Choose 2 options)
A Change Manager wants to gain value fromCSDM.
How will theChange Managementprocess benefit from CSDM?
Answer: A,B
Explanation:
CSDM significantly enhancesChange Managementby providingservice-aware context, enabling better planning, risk assessment, and stakeholder communication.
One key benefit is the ability toidentify blackout windows(Option A). Through CSDM-alignedBusiness Services, Service Offerings, and service calendars, Change Managers can clearly see when services are unavailable for change due to business constraints, regulatory requirements, or peak usage periods. This helps prevent changes from being scheduled during high-risk windows.
Another critical benefit is the ability tounderstand the impact of the change on services(Option D). CSDM establishes clear relationships between infrastructure CIs, Application Services, and Business Services. When a change is proposed, these relationships enable accurateimpact analysis, allowing Change Managers to assess risk based on business criticality rather than just technical scope.
Option B (root cause determination) is primarily aProblem Managementfunction. Option C (dynamic routing of changes) is driven by workflow and approval logic, not directly by CSDM.
Therefore, the correct answers areA - Identify blackout windowsandD - Understand the impact of the change on services.
NEW QUESTION # 174
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