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NEW QUESTION # 186
Configuration Management needs to ensure data quality for all CIs in the CMDB.
What areas of data quality for CIs are included in the CMDB Health Dashboard? (Choose 2 options)
Answer: A,B
Explanation:
The CMDB Health Dashboard is a central component of CMDB Data Foundations insight and governance. It measures and tracks data quality using well-defined health indicators that focus on the accuracy, relevance, and usability of CI data.
Two key data quality areas included in the dashboard are Stale CIs and Duplicate CIs.
Stale CIs (Option D) refer to configuration items that have not been updated within a defined time window. These records are risky because they may no longer reflect the current state of the environment, leading to inaccurate impact analysis, poor change decisions, and misrouted incidents. Monitoring staleness helps organizations identify where discovery, integrations, or ownership processes are failing.
Duplicate CIs (Option E) occur when the same real-world asset or service is represented by multiple records. Duplicates undermine trust in the CMDB, distort reporting, and break service mappings. The CMDB Health Dashboard highlights duplicate trends and integrates with de- duplication and remediation workflows to address them.
NEW QUESTION # 187
Which ServiceNow feature provides predefined integrations specifically designed to simplify integration with external systems?
Answer: A
Explanation:
Service Graph Connectors are predefined, vendor-specific integrations that import and synchronize external data with the ServiceNow CMDB. They are generally delivered through the ServiceNow Store and use standardized mappings, supported class models, source tracking, and Identification and Reconciliation Engine processing. This reduces the amount of custom scripting and transformation logic required to integrate third- party platforms.
Agent Client Collector is an agent-based inventory and telemetry collection mechanism. IRE identifies incoming CIs and controls how authorized sources update CMDB attributes, but it is an underlying data- processing engine rather than a packaged external-system integration. Service Mapping discovers and models Application Service dependencies; it is not a library of predefined third-party connectors.
The Data Foundations material describes Service Graph Connectors as prebuilt Store integration solutions requiring minimal customization. It also identifies them as the preferred method for third-party CI ingestion when minimizing technical debt and maintaining upgrade compatibility are priorities.
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NEW QUESTION # 188
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,D
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 # 189
During implementation, architects want to create a new CI class outside the cmdb_ci hierarchy.
What is the correct approach?
Answer: A
Explanation:
All CI classes must extend from cmdb_ci to maintain CMDB integrity and IRE functionality.
NEW QUESTION # 190
Given a list of Service types in the platform, drag the appropriate service to its definition.
Answer:
Explanation:
Explanation:
Within the Common Service Data Model (CSDM), service types are clearly defined to separate business- facing value, application logic, and technical enablement. Correct classification is foundational to impact analysis, ownership, reporting, and service visibility.
An Application Service is a logical representation of a deployed application or system stack. It models how an application runs, including servers, databases, middleware, and integrations. Application Services are typically created and maintained through Service Mapping and are primarily consumed by IT operations, DevOps, and support teams.
A Technology Management Service (also called a Technical Service) represents shared technical capabilities such as databases, authentication platforms, messaging systems, or cloud infrastructure. These services are published to Service Owners, not business users, and underpin one or more Application Services or Business Services. They are critical for understanding technical dependencies and risk but are not business-facing.
A Business Service is published to Business Users and directly supports business capabilities and outcomes. It represents what the business consumes, such as "Online Banking," "Order Fulfillment," or "Employee Onboarding." Business Services sit at the top of the CSDM hierarchy and are the anchor point for SLAs, experience, and value measurement.
Correctly distinguishing these service types ensures alignment with CSDM best practices, enables accurate impact analysis, and prevents common CMDB anti-patterns such as exposing technical services to business users or misrepresenting application stacks as business value.
NEW QUESTION # 191
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