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ServiceNow CIS-DF Exam Syllabus Topics:

TopicDetails
Topic 1
  • Configuration: This domain covers CMDB technical setup including CI Class Manager for table hierarchies, IRE for data accuracy, and CMDB 360
  • multisource configuration for comprehensive CI views.
Topic 2
  • Ingest: This domain addresses data ingestion methods, CI relationship management, automation tools, upgrade compatibility, handling non-discoverable CIs and attributes, compliance tracking, and Asset-CI alignment.
Topic 3
  • CSDM Fundamentals: This domain establishes Common Services Data Model knowledge including stakeholder collaboration for CI classification, CSDM methodology adherence, and understanding implementation benefits.
Topic 4
  • Insight: This domain covers extracting value from CMDB data using Natural Language Query, custom reports, dependency views, product integrations, and Foundation Dashboards for actionable insights.
Topic 5
  • Govern: This domain focuses on CMDB quality management through health metrics, Data Manager policies, governance frameworks, stakeholder roles, duplicate remediation, operationalization, and lifecycle management.

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ServiceNow Certified Implementation Specialist - Data Foundations (CMDB and CSDM) Sample Questions (Q148-Q153):

NEW QUESTION # 148
A CMDB Administrator, viewing the CMDB Data Foundations Dashboard, notices the Unique Locations Result percentage is low.
What is the recommended process from the associated playbook to correct this issue?

Answer: D

Explanation:
In Data Foundations, a low "Unique Locations" result indicates the CMDB contains duplicate Location records (or inconsistent location usage) that reduce data reliability for operational reporting and service analytics. This sits under "Insight" because the dashboard is highlighting a measurable quality issue, and the playbook provides a structured remediation path to restore confidence.
The recommended playbook-aligned process is to review the duplicate locations, determine which one is correct per the organization's naming and data standards, then re-point dependent records (CIs) to the correct Location before removing the duplicate. That sequence is essential: if you delete a duplicate location without first updating related CIs, you risk leaving CIs with missing/invalid location references, creating new completeness and correctness issues.
Option C matches best practice: validate which location record should remain, update all affected CIs (and any other dependent records) to use the correct location, and then delete (or retire/merge, depending on process controls) the duplicate record. Option B is risky because it skips validation and dependency updates.
Option D defeats the purpose of "Unique Locations" by allowing ongoing inconsistency. Option A is not the best fit because "Duplicate CI Remediator" is oriented toward CI duplicates; Location is typically a reference
/organization data domain and is handled through the specific remediation steps for that data set. Therefore, C is the recommended process.


NEW QUESTION # 149
A CMDB Administrator needs to set up CMDB 360/Multisource CMDB Drag and drop the system property to the functionality Some options may not apply.

Answer:

Explanation:

Explanation:

In ServiceNow, CMDB 360 / Multisource CMDB extends the Identification and Reconciliation Engine (IRE) to support multi-source visibility, reconciliation, and confidence scoring. Configuration is controlled through system properties, each enabling a specific capability.
glide.identification_engine.multisource_enabled is the master switch that activates CMDB 360 functionality.
glide.identification_engine.multisource_cmdb_ci_enabled allows CMDB 360 to collect and evaluate data specifically from CMDB CI classes.
glide.cmdb.logger.source.cmdb_multisource enables detailed logging for troubleshooting multisource ingestion and reconciliation.
glide.identification_engine.multisource_recompute.max_ci_limit protects performance by limiting how many CIs can be processed during a recompute operation.
Capturing CMDB 360 data from non-CMDB classes is not supported, which is why no property applies to that option.
This mapping aligns with Data Foundations and CMDB governance best practices, ensuring CMDB 360 is enabled safely, transparently, and at scale.


NEW QUESTION # 150
Which ServiceNow Store application is used to import data from different sources into the CMDB?

Answer: A

Explanation:
IntegrationHub ETL is a ServiceNow data-ingestion application used to extract data from external sources, transform it through defined mappings, and load it into the CMDB. Its Robust Transform Engine provides a guided, low-code mechanism for mapping source data to appropriate CMDB classes, attributes, and relationships.
A major Data Foundations advantage of IntegrationHub ETL is its integration with the Identification and Reconciliation Engine. Incoming records can be processed through identification and reconciliation rules so that existing CIs are updated correctly, duplicate creation is reduced, and source-authority controls are respected.
Agent Client Collector is used to gather inventory and telemetry from devices through an installed endpoint agent. Service Mapping builds Application Service topology and dependency relationships; it is not the general ETL application for importing data from multiple external sources.
The guide identifies IntegrationHub ETL as the recommended method for importing external data through the Identification and Reconciliation API when a dedicated Service Graph Connector is not the applicable solution.


NEW QUESTION # 151
The Incident Process Owner asks which classes of CSDM are used on the Incident form. Which classes are appropriate?

Answer: A,B

Explanation:
In theCommon Service Data Model (CSDM), the Incident form is designed to captureoperational impactand enableeffective incident routing, prioritization, and communication. To achieve this, CSDM prescribes using classes that representhow services are delivered and consumed, not how they are planned or governed.
Application Service(Option A) is an appropriate class on the Incident form because it represents thetechnical service that is running in productionand is directly impacted during an incident. Application Services are service-mapped, relate to underlying infrastructure, and support impact analysis, root cause investigation, and automated assignment. This makes them ideal for associating incidents with technical outages or degradations.
Service Offering(Option C) is also appropriate because it representshow a service is consumed by users or business units. Service Offerings allow Incident Management to understandwho is affected, enable targeted communications, and support SLA/OLA alignment. For example, an email service offering for a specific department clearly identifies the impacted consumer group.
Business Application(Option B) isnotrecommended on the Incident form. Business Applications are logical representations used for portfolio, ownership, and governance purposes, not day-to-day operational incident handling. Using them directly on incidents can reduce precision and automation.
Service Portfolio(Option D) is a strategic construct used for service lifecycle management and is never associated with operational incidents.
Therefore, according to CSDM best practices, the correct classes used on the Incident form areApplication ServiceandService Offering, makingOptions A and Cthe correct answers.


NEW QUESTION # 152
A CMDB Administrator is implementing Vulnerability Response or Security Incident Response and needs to ensure customers have enough context to estimate risk and set task priorities.
Which Get Well Playbook from the CSDM Data Foundations Dashboard helps with this?

Answer: A

Explanation:
In ServiceNow, Vulnerability Response and Security Incident Response rely heavily on business context to accurately assess risk, prioritize remediation tasks, and communicate impact to stakeholders. From a CSDM (Common Service Data Model) perspective, this context is primarily delivered through properly modeled relationships between Application Services and Business Applications.
The "Application Services with Business Application Relationships" Get Well Playbook directly addresses this requirement. In CSDM, Application Services represent the technical, deployable services that run in the environment, while Business Applications represent the logical applications that support business capabilities. When these two are correctly related, security teams can clearly understand which business processes, customers, and revenue streams are affected by a vulnerability or security incident.
Without this relationship, vulnerabilities may still be detected, but they lack meaningful prioritization. For example, a critical vulnerability on an application service supporting a revenue- generating or customer-facing business application should be addressed far more urgently than one tied to a low-impact internal tool. This relationship is what enables risk-based prioritization, rather than purely technical severity-based prioritization.


NEW QUESTION # 153
......

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