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| Section | Weight | Objectives |
|---|---|---|
| CSDM Fundamentals | 20% | - Common Service Data Model
|
| Configuration | 15% | - CMDB Architecture
|
| Govern | 25% | - CMDB Governance
|
| Ingest | 30% | - Identification and Reconciliation
|
| Insight | 10% | - Reporting and Visibility
|
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NEW QUESTION # 160
According to the Common Service Data Model (CSDM), a server team is requesting a catalog item be created for infrastructure requests.
Which role is involved in initiating the request and defining requirements?
Answer: C
Explanation:
In CSDM, Technology Services (and their Service Offerings) represent how technical capabilities are delivered and consumed by internal teams. When a server team requests a catalog item for infrastructure services (e.g., VM provisioning, storage, OS builds), the role responsible for initiating the request and defining requirements is the Technology Service Owner.
Technology Service Owners understand the operational capabilities, constraints, SLAs, and fulfillment workflows required to deliver infrastructure services. They define catalog requirements such as options, approvals, fulfillment tasks, and guardrails--ensuring the request aligns with standardization, security, and operational readiness.
Application Service Owners focus on how applications are delivered and supported, not on defining infrastructure catalog items. Enterprise Architects provide standards and guidance but do not initiate or define catalog request requirements.
NEW QUESTION # 161
How does a CMDB Administrator use the ServiceNow Platform to ensure the data quality associated with CIs in the CMDB?
Answer: C
Explanation:
The correct answer is Data Quality Scheduled Job because CMDB data quality checks are not simply visual or manual activities. Scheduled jobs are used to execute recurring evaluations that calculate and refresh quality indicators for CI records. These jobs support CMDB health and data quality by periodically checking records against configured rules, such as stale records, missing required attributes, compliance conditions, or correctness-related metrics. CMDB Workspace is the interface where users can review and act on CMDB information, but it is not itself the mechanism that performs scheduled quality evaluation. Business rules can enforce logic during insert or update actions, but they are not the normal mechanism for recurring CMDB data quality calculation. Therefore, the Data Quality Scheduled Job is the best answer.
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NEW QUESTION # 162
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: A,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 # 163
Drag and drop the CMDB Health Dashboard metric to the description.
Answer:
Explanation:
Explanation:
* Duplicate identifies data quality issues where the same asset is modeled more than once, violating CMDB trust principles.
* Required ensures minimum viable CI creation and update-critical for ingestion and lifecycle integrity.
* Orphan highlights broken relationships, which directly impact impact analysis, Service Mapping, and Change Management.
* Stale flags CIs that are no longer being refreshed by Discovery or other sources but still exist in the CMDB.
* Recommended improves completeness and usability, supporting operational and reporting use cases without being mandatory.
* Audit validates data correctness by comparing CI field values against predefined templates or policies.
This exact mapping is what ServiceNow expects in CMDB Health Dashboard-related exam questions and real-world implementations.
NEW QUESTION # 164
An organization needs to maintain non-discoverable attributes, such as warranty expiration dates, for hardware CIs. These attributes are not updated by automated discovery tools.
What method ensures these attributes are accurately maintained for all CIs?
Answer: B
Explanation:
In Data Foundations, "Ingest" is not limited to Discovery. It includes establishing reliable sources and mechanisms to populate and maintain CMDB attributes--especially those that Discovery cannot provide. Warranty expiration dates are a classic example of non-discoverable data: they typically come from procurement systems, asset repositories, vendors, or contract tools rather than from device interrogation.
The correct approach is to maintain these attributes via a scheduled data import from an authoritative external source. This ensures ongoing accuracy and consistency at scale. A scheduled import allows you to define a repeatable integration pattern, apply data quality checks, and keep warranty data current as vendors and procurement records change--without relying on manual updates that inevitably drift over time.
NEW QUESTION # 165
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