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NEW QUESTION # 151
A Configuration Manager is reviewing the lifecycle of CIs to ensure data accuracy, consistency, and relevance. The manager reviews the legacy status values and their equivalent CSDM life cycle stage and life cycle stage status values.
Where are these reviewed?
Answer: C
Explanation:
Life cycle mappings are used to review how legacy CMDB status values correspond to the newer CSDM life cycle stage and life cycle stage status model. This is a key governance activity during transition from older status fields to CSDM-aligned lifecycle management. The mapping layer allows administrators to understand and control how legacy operational values translate into standardized lifecycle stages and stage statuses. This prevents inconsistent reporting, incorrect CI retirement behavior, and confusion between old and new status models. A choice list only stores selectable values and does not provide the mapping relationship between legacy status and CSDM lifecycle fields. Life cycle properties may control behavior but do not serve as the review location for legacy-to-CSDM value alignment.
Therefore, when reviewing equivalent legacy status and CSDM lifecycle values, the correct location is Life cycle mappings.
NEW QUESTION # 152
Which ServiceNow solutions automatically create relationships between CI Applications that are part of an Application Service?
(Choose 2 options)
Answer: B,C
Explanation:
Discovery and Service Mapping are the correct answers because both capabilities can automatically create CMDB relationships that support Application Services. ServiceNow Discovery identifies infrastructure, applications, running processes, and dependencies in the environment. During discovery, it can create technical relationships between discovered CIs, such as servers, applications, databases, and other supporting components. Service Mapping extends this further by building application service topology, identifying how application components interact, and creating the relationship model that connects CIs into an Application Service. These relationships are essential for impact analysis, change risk assessment, incident correlation, and service-aware operations. Event Management does not create application-service CI relationships; it correlates operational events and alerts. Data Manager governs lifecycle, attestation, certification, archival, retirement, and deletion policies, but it does not discover application topology. IntegrationHub ETL can ingest and transform external CMDB data, but it does not automatically discover service relationships in the same way Discovery and Service Mapping do. Therefore, Discovery and Service Mapping are the ServiceNow solutions that automatically create these relationships.
NEW QUESTION # 153
A global enterprise integrates data from multiple discovery sources such as ServiceNow Discovery, SCCM, AWS, and manual uploads to populate its CMDB. However, each discovery source categorizes the same CIs differently, leading to duplicate records and inconsistencies across the system. As a result, the CMDB team is struggling with data accuracy and standardization.
What actions does the CMDB team take to resolve the issue?
(Choose 2 options)
Answer: A,D
Explanation:
The correct answers are C and D. Identification and reconciliation rules are essential because they control how incoming CI data is matched to existing records and how updates from different sources are reconciled.
This prevents duplicate CIs and ensures that authoritative sources update the correct attributes. CI Class Manager is also required because it provides governance over CI class structure, attributes, and inheritance.
Standardized CI classes prevent each source from classifying the same real-world object differently. Option A is the cause of the problem, not the solution. Option B introduces avoidable technical debt because custom scripts are harder to govern, maintain, and upgrade. A Data Foundations-aligned solution uses standard class governance plus IRE rules to enforce consistency across all sources.
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NEW QUESTION # 154
When integrating data into the CMDB using Import Sets and Transform Maps, which type of script is added to ensure the data is processed through the Identification and Reconciliation Engine (IRE)?
Answer: D
Explanation:
When using Import Sets and Transform Maps to ingest data into the CMDB, it is critical that records are processed through the Identification and Reconciliation Engine (IRE) to prevent duplicates and enforce source precedence. In ServiceNow, this is achieved by invoking the IRE after the transform logic has completed.
The onAfter transform script is the correct place to call the IRE API. At this stage, the transformed data has already been mapped and prepared, allowing the IRE to correctly identify whether a CI already exists and reconcile updates according to defined rules.
The onBefore and onStart scripts execute too early--before data mapping is complete--making them unsuitable for IRE processing. The onComplete script runs after the entire import job finishes and is not intended for per-record CI identification and reconciliation.
Because Import Sets can bypass IRE if not configured correctly, using an onAfter script is a critical Data Foundations safeguard when this ingestion method is chosen.
NEW QUESTION # 155
What ensures data volume in the CMDB is manageable?
Answer: B
Explanation:
Managing CMDB data volume is a key Data Foundations governance objective. Over time, CMDBs naturally accumulate retired, obsolete, or decommissioned CIs. If these records are not properly managed, they degrade CMDB performance, reduce reporting accuracy, and negatively impact discovery reconciliation and health scores.
Archive Policies are the mechanism designed to address this challenge. They define when CI records should be archived or deleted based on lifecycle state, age, or retention requirements. By automating archival and cleanup, archive policies ensure that only relevant, active CIs remain in the operational CMDB, keeping data volume manageable and performant.
NEW QUESTION # 156
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