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NEW QUESTION # 109
A Configuration Manager needs to ingest third-party CIs into the CMDB.
Which method minimizes the risk of technical debt?
Answer: B
Explanation:
The correct answer is Service Graph Connector . Service Graph Connectors are ServiceNow-supported ingestion solutions designed to bring third-party data into the CMDB using governed, repeatable, and upgrade- safer patterns. They are built to align with CMDB class models, Identification and Reconciliation Engine processing, source tracking, and ServiceNow data quality practices. This reduces custom scripting, unsupported mappings, and long-term maintenance burden. A generic vendor-provided integration may work, but it can introduce technical debt if it bypasses IRE, writes directly to CMDB tables, or uses unsupported mappings. Import Sets and Transform Maps can be used, but they require careful scripting and governance to avoid duplicates. Table API is the riskiest option because direct table writes can bypass CMDB identification and reconciliation logic. Therefore, Service Graph Connector is the best method to minimize technical debt.
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NEW QUESTION # 110
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: B
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.
Option B (Table API) is explicitly discouraged for CMDB ingestion because it writes directly to CMDB tables and bypasses IRE entirely, making it one of the most common causes of duplicate and conflicting CI records. While REST and SOAP APIs are powerful, they are not safe for CMDB ingestion unless they explicitly invoke the IRE API, which most generic table integrations do not.
Option C (Import Sets and Transform Maps) can be configured to call IRE, but this requires additional scripting and strict governance. Because of this complexity and higher risk of misconfiguration, it is not the recommended approach when safer, purpose-built options exist.
Therefore, IntegrationHub ETL is the verified and best-practice answer, making Option A correct.
NEW QUESTION # 111
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:
InServiceNow, duplicate CI management spansdetection, insight, and remediation:
TheCMDB Health Dashboard - Correctnesssurfaceswhere duplicates existand their impact, providing visibility and prioritization.
Certification Taskssupportgoverned resolution, allowing assignment to individuals or groups to validate and correct data.
De-duplication Templatesenablebulk remediation, ideal when standardized merge rules can be applied across many duplicates.
TheDuplicate CI Remediatoroffers aguided, record-by-record wizard, preserving relationships and history for safer individual resolutions.
De-duplication Tasksare the work items generated by these processes, but they do not themselves represent an outcome-hencenot applicable.
This mapping aligns withCMDB Data Foundations best practices, ensuring duplicates are identified, prioritized, and remediated efficiently and safely.
NEW QUESTION # 112
The CMDB Administrator group aims to display meaningful results on theCMDB Health Dashboard - Compliance Scorecardforserver records that are not on the latest patch.
What must be configured to achieve this goal?
Answer: C
Explanation:
InServiceNow, theCompliancedimension of the CMDB Health Dashboard is driven byData Certification. To surface meaningful compliance results-such as identifying servers that arenot on the latest patch-the platform requires a combination ofCertification Policies,Data Filters, andScheduled Jobs.
Certification Policiesdefinewhatdata must be validated andwhich attributesare subject to compliance checks (for example, patch level, OS version, or last update date).Data Filtersscope the population-such as server classes only-ensuring the compliance evaluation targets the correct CIs.Scheduled Jobsautomate when certifications run, keeping compliance scores current and reflective of the latest state.
Options A and C are incorrect becauseauditsandstale/orphan/duplicatechecks relate to other health dimensions (correctness and completeness), not compliance. Option B focuses on service modeling and group alignment, which does not directly drive compliance scoring for patch currency.
Therefore, configuringCertification Policies, Data Filters, and Scheduled Jobsis required to accurately measure and display patch compliance on the CMDB Health Dashboard.
NEW QUESTION # 113
A Service Portfolio Manager wants to know which Application Services their Business Service Offerings depend on.
At what stage of CSDM would this relationship be mapped?
Answer: A
Explanation:
The Walk stage introduces the service-model relationships required to connect business-facing services and offerings to the Application Services that technically enable them. At this stage, the organization has progressed beyond foundational CMDB population and begins establishing service context for operational processes.
Relating Business Service Offerings to Application Services allows service owners to determine which technical services support each consumable business offering. This enables impact assessment, outage communication, change-risk evaluation, and identification of affected consumers. The guide explains that the Walk stage establishes Business Services and their relationships with Application Services and infrastructure so the CMDB can support Incident, Problem, and Change impact analysis.
Crawl primarily establishes foundational CI data and ingestion controls. Run and Fly represent more advanced operationalization and optimization. Foundation is a CSDM domain rather than the appropriate maturity stage for this relationship.
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NEW QUESTION # 114
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