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| Section | Objectives |
|---|---|
| Service Management Data Model Usage | - Operational use of CMDB and CSDM
|
| CMDB (Configuration Management Database) | - CMDB health and data quality
|
| Discovery and Integration | - Data ingestion and integration
|
| Common Service Data Model (CSDM) | - Service modeling and mapping
|
| Data Foundations and Governance | - Data quality management
|
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NEW QUESTION # 106
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: C
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.
Option A is incorrect because the CMDB Reconciliation Engine resolves conflicts between multiple data sources and applies precedence rules; it does not create the warranty values out of thin air. Reconciliation helps decide which source wins when updates occur, but you still need a source feed providing the warranty attribute values. Option B is also not recommended because creating a new CI class just to hold non- discoverable attributes fragments the model and complicates reporting and processes. Best practice is to keep the attributes on the appropriate hardware CI classes (or related normalized structures, when applicable) and manage them through governed ingestion from authoritative systems. Therefore, C is the best method.
NEW QUESTION # 107
ACMDB Administrator seeks to understand the available tools for preventing addressing, and remediating duplicate CIs Drag and drop each feature with the corresponding outcome Some options may not apply.
Answer:
Explanation:
Explanation:
In ServiceNow, duplicate CI management spans detection, insight, and remediation:
The CMDB Health Dashboard - Correctness surfaces where duplicates exist and their impact, providing visibility and prioritization.
Certification Tasks support governed resolution, allowing assignment to individuals or groups to validate and correct data.
De-duplication Templates enable bulk remediation, ideal when standardized merge rules can be applied across many duplicates.
The Duplicate CI Remediator offers a guided, record-by-record wizard, preserving relationships and history for safer individual resolutions.
De-duplication Tasks are the work items generated by these processes, but they do not themselves represent an outcome-hence not applicable.
This mapping aligns with CMDB Data Foundations best practices, ensuring duplicates are identified, prioritized, and remediated efficiently and safely.
NEW QUESTION # 108
A CMDB Configuration Manager is reviewing the metrics on theCMDB Health Dashboard - Correctness Scorecardfor theServerclass, which consists of60,000 serversin the CMDB.
For theDuplicatemetric, it showsHealthy CIs / Evaluated = 59,000 / 60,000 For theOrphanmetric, it showsHealthy CIs / Evaluated = 45,000 / 50,000 Which configuration explains thedifference in the scope of Server CIs evaluated (60,000 vs 50,000)between the two metrics?
Answer: C
Explanation:
InServiceNow, eachCMDB Health metriccan independently definewhich CIs are in scopefor evaluation. This scoping is controlled primarily throughHealth Inclusion Rules, not CMDB Groups.
In this scenario, theDuplicatemetric evaluates all60,000 Server CIs, indicating no inclusion rule is restricting its scope. In contrast, theOrphanmetric evaluates only50,000 Server CIs, which means10,000 servers are intentionally excludedfrom that metric's evaluation.
This difference is explained by aHealth Inclusion ruleconfigured specifically for theOrphan metricon the Server class. Health Inclusion rules allow administrators to define conditions-such as lifecycle state, environment, discovery source, or operational status-that determine whether a CI should be included in a specific health calculation. For example, retired servers or servers in build states may be excluded from orphan checks.
CMDB Groups are not used by the CMDB Health Engine to determine metric scope; they are used for reporting, assignment, and operational grouping. Therefore, Options A and D are incorrect. Option C is also incorrect because the Duplicate metric clearly evaluates the full population of 60,000 servers.
Thus, the scope difference is correctly explained by theOrphan metric having a Health Inclusion rule configured, makingOption Bthe verified answer.
NEW QUESTION # 109
A CMDB Administrator uses the CMDB Data Foundations Dashboard to gain insights into the CMDB.
The results display low scores for several metrics.
Which actions can the CMDB Administrator take to improve the CMDB Health? (Choose two.)
Answer: C,D
Explanation:
The CMDB Data Foundations Dashboard is designed to help administrators identify priority data issues and take structured remediation actions. When several metrics have low scores, the correct approach is not to randomly clean records or manipulate scoring rules. Instead, the administrator should prioritize the most important issues and use the recommended remediation guidance.
Option A is correct because Data Foundations emphasizes prioritizing metrics with Critical and High priority first. These metrics usually represent the most important issues affecting CMDB trust, operational readiness, service visibility, and downstream ITSM processes such as Incident, Change, and Problem Management.
Focusing on the highest-priority metrics ensures remediation effort is aligned with business and operational risk.
Option C is also correct because the dashboard provides Remediation Playbooks linked to specific metrics.
These playbooks give structured guidance for analyzing the issue, identifying impacted records, correcting the data, and improving governance so the problem does not return. This is the preferred Data Foundations approach because it supports repeatable, auditable, and best-practice remediation.
Option B is not recommended because changing exclusions simply to improve the score can hide poor data quality rather than fix it. Exclusion rules should only be used when records are legitimately out of scope.
Option D may be valid in some lifecycle cleanup scenarios, but blindly removing non-operational or retired CIs is not the primary recommended action for improving dashboard health.
NEW QUESTION # 110
(Choose 2 options)
The followingReconciliation Ruleswere configured forServiceNow, Altiris, and SCCMfor theWindows Server (cmdb_ci_win_server)class:
Which statements aretrue?
Answer: B,C
Explanation:
This question tests understanding ofreconciliation source priorityin theIdentification and Reconciliation Engine (IRE)inServiceNow.
In reconciliation rules,lower numeric values represent higher priority. Therefore, the priority order is:
ServiceNow (100)- highest authority
Altiris (200)
SCCM (300)- lowest authority
Why A is correct
BecauseAltiris (200)hashigher priority than SCCM (300), data from Altiriscan update records originally inserted by SCCM. This is exactly how reconciliation precedence works-higher-priority sources can overwrite lower-priority ones.
Why C is correct
SCCM, even though it has thelowest priority, is still anauthorized discovery source. Itcan insert new recordsinto the Windows Server table when no existing CI is identified. Priority only affectsupdates, not the ability to create records.
Why B is incorrect
ServiceNow (priority 100)can update records from Altiris and SCCMbecause it has the highest priority. The statement incorrectly claims it cannot.
Why D is incorrect
SCCM doesnothave the highest authority. Ahigher numeric value means lower priority, so SCCM cannot update records created by higher-priority sources.
NEW QUESTION # 111
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