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NEW QUESTION # 138
A CMDB Administrator is reviewing the health of the CMDB and notices a large percentage of the Hardware CIs are missing serial numbers. The Administrator is concerned this may cause duplicate CIs and would like to resolve the issue in a timely manner.
What structured guidelines provided by ServiceNow are available to troubleshoot and resolve the issue?
Answer: C
Explanation:
In Data Foundations, "Insight" includes using dashboards and guided remediation to identify and fix issues that degrade CMDB trust. Missing serial numbers on Hardware CIs is a high-risk data quality issue because serial number is commonly used as a key identifier for uniqueness. When it is missing, identification and reconciliation become less reliable, increasing the likelihood of duplicate CI creation from Discovery, integrations, or manual entry.
ServiceNow provides structured, prescriptive guidance through the CMDB Data Foundations Dashboard Playbooks. These playbooks are designed specifically to help administrators move from a dashboard finding (for example, low uniqueness or incomplete key identifiers) to a repeatable remediation approach. They typically guide you to: confirm the scope of impacted CI classes, validate which sources should populate serial number (Discovery, integrations, import sets, vendor feeds), verify mapping and transformation logic, and then remediate existing records while putting controls in place to prevent recurrence.
Option B focuses on CMDB Health Dashboard guidance, which is helpful for health scoring and rules, but the question explicitly references a data foundations-type remediation need tied to data completeness of key identifiers and timely resolution using structured guidelines. Options A and D are CSDM-focused and do not directly address CI identifier population and duplication risk in the CMDB ingestion context. Therefore, the structured guidelines to troubleshoot and resolve missing serial numbers in a Data Foundations context are the CMDB Data Foundations Dashboard Playbooks.
NEW QUESTION # 139
A Configuration Manager needs to enable a CMDB Data Manager policy to remove records from a CI class while retaining the ability to restore them within a specified period.
Which policy type should the Configuration Manager create?
Answer: B
Explanation:
Archive is the correct policy type because the requirement is not permanent removal; it is controlled removal with the ability to restore records within a defined retention period. In CMDB Data Manager, archive policies support CMDB data lifecycle governance by moving eligible CI records out of active operational use while preserving them for recovery, audit, or historical review. This is different from Delete, which is used when records should be removed permanently and restoration is not the intended governance outcome. Certification is used to validate specific CI attributes, not remove records. Retire changes or manages lifecycle state but does not satisfy the specific requirement to remove records while preserving restore capability. Therefore, when the objective is to reduce active CMDB volume while retaining recoverability, the correct Data Manager policy type is Archive.
NEW QUESTION # 140
A facilities department wants to use ServiceNow to store location data in the Location table [cmn_location], but it is concerned that other data sources might create duplicate records.
Why should the department use the Identification and Reconciliation Engine (IRE)?
(Choose two options.)
Answer: B,C
Explanation:
IRE applies identification logic to determine whether incoming data represents an existing record or requires the creation of a new record. This makes Option A correct: properly configured identifiers reduce duplicate creation by matching incoming data to existing records before insertion.
IRE also applies reconciliation controls after identification. Reconciliation rules establish which data sources are authorized to update particular classes or attributes and define source precedence when multiple sources provide competing values. Therefore, Option D is correct because an unauthorized or lower-priority source can be prevented from overwriting controlled data.
IRE does not generally prevent an authorized ingestion source from inserting a genuinely new record when no match exists, so Option B is too broad. Option C is incorrect because identification is based on identifier attributes and identification rules, not simply on whether relationships exist.
The guide describes IRE as the mechanism that uniquely identifies records, reduces duplicate creation, applies source precedence, and protects records from unauthorized overwrites.
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NEW QUESTION # 141
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: B,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 # 142
A healthcare provider faces a critical incident affecting its patient management system. The provider needs to determine the users impacted to mitigate disruption effectively.
Which CSDM-related data should they leverage?
Answer: A
Explanation:
CSDM is designed to connect technology delivery to business consumption so organizations can answer questions like "who is impacted?" quickly and consistently. In a critical incident, the healthcare provider needs to identify impacted users in business terms--clinicians, admin teams, specific sites, or departments--rather than only listing technical components.
Option D ("Service Offerings by Department or Location") is the most CSDM-aligned data because it reflects who consumes the service and how that consumption is segmented. In CSDM, a Business Service / Service Offering represents what customers consume, and the offering can be associated with organizational constructs such as department, business unit, or location. For healthcare, this is especially valuable because impact is often location-based (hospital site, clinic) and role-based (patient intake, scheduling, ward operations). Using service offerings and their consumer mapping helps quickly identify likely impacted user groups and prioritize communications and workarounds.
NEW QUESTION # 143
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