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283 Questions & Answers

Last Update: Nov 07, 2026

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ServiceNow CIS-DF Practice Test 9

Question 80

During the certified saas source integration design review, the team describes this situation: The CMDB must ingest a supported third-party cloud inventory already covered by a Service Graph Connector. Which change should be selected?

  1. Configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom table.
  2. Ingest the file through a controlled import set and transform map that routes valid CIs through IRE.
  3. Use supported ServiceNow Discovery with appropriate schedules, credentials and network reachability to populate infrastructure CIs.
  4. Map the approved compliance identifier to the proper CSDM-linked records through a governed source or stewardship process.

Explanation

Correct Answer

A:

Configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom table.

Incorrect Answers

B:

The Identification and Reconciliation Engine matches incoming payloads before creating or updating CI records. That does not configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom.

C:

Use supported ServiceNow Discovery with appropriate schedules, credentials and network reachability to populate infrastructure CIs. That does not configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom.

D:

Map the approved compliance identifier to the proper CSDM-linked records through a governed source or stewardship process. That does not configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom.

Question 81

The CMDB must ingest a supported third-party cloud inventory already covered by a Service Graph Connector. A governance reviewer wants outcome evidence rather than a configuration screenshot. Which observation is decisive?

  1. Validate the transform preview, target class, identity mapping and IRE update results against known source records.
  2. Run a scoped discovery and confirm observed host CIs, discovered software and relationships appear under the expected classes.
  3. Check that approved risk tier values appear on the intended business application records with steward attribution.
  4. Review the connector run and reconcile source object IDs to the expected CMDB classes and attributes.

Explanation

Correct Answer

D:

This inspects an observable outcome of certified saas source integration: Review the connector run and reconcile source object IDs to the expected CMDB classes and attributes.

Incorrect Answers

A:

The Identification and Reconciliation Engine matches incoming payloads before creating or updating CI records. It does not review the connector run and reconcile source object IDs to the expected CMDB classes and attributes.

B:

Run a scoped discovery and confirm observed host CIs, discovered software and relationships appear under the expected classes. It does not review the connector run and reconcile source object IDs to the expected CMDB classes and attributes.

C:

Check that approved risk tier values appear on the intended business application records with steward attribution. It does not review the connector run and reconcile source object IDs to the expected CMDB classes and attributes.

Question 82

After deployment for certified saas source integration, the team sees: A hand-built CSV loader creates duplicate cloud instances beside the existing connector's results. What explains this failure?

  1. The field has no appropriate data-source ownership boundary protecting non-discoverable governance values.
  2. Compliance identifiers were not modeled on the relevant CI or related object using structured relationships.
  3. The mapping did not preserve stable identification attributes through the transform into IRE.
  4. The custom path bypasses connector mapping and the common IRE reconciliation route.

Explanation

Correct Answer

D:

The custom path bypasses connector mapping and the common IRE reconciliation route.

Incorrect Answers

A:

The field has no appropriate data-source ownership boundary protecting non-discoverable governance values. That mechanism cannot explain IRE-based matching instead of uncontrolled duplicate insertion.

B:

Compliance identifiers were not modeled on the relevant CI or related object using structured relationships.

C:

The Identification and Reconciliation Engine matches incoming payloads before creating or updating CI records. The evidence points to the custom path bypasses connector mapping and the common IRE reconciliation route.

Question 83

The CMDB must ingest a supported third-party cloud inventory already covered by a Service Graph Connector. To both implement the requested technical change and maintain the result under future drift, select TWO complementary actions.

  1. Configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom table.
  2. Prefer maintained certified connectors where available and document connector owner, credentials and update cadence.
  3. Replace the supported certified Service Graph Connector with a separately maintained direct-CMDB script solely to avoid using its available mappings.
  4. Document fields that are shared versus source-specific and verify cross-record life-cycle transitions.
  5. Assign and periodically review authoritative source priority per class and field.

Explanation

Correct Answers

A:

Configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom table. The combined protection instead involves configuring the supported connector using its guided connection and source mappings instead of building an unnecessary custom table.

B:

The recurring risk is controlled by Prefer maintained certified connectors where available and document connector owner, credentials and update cadence. It preserves the certified saas source integration decision when data sources, policies or operational owners change.

Incorrect Answers

C:

The existing supported connector already supplies a maintained ingestion path. Bypassing it with bespoke direct writes increases upgrade and identity risk rather than maintaining the case-specific supported integration.

D:

Document fields that are shared versus source-specific and verify cross-record life-cycle transitions. The combined controls instead need configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom.

E:

Reconciliation rules restrict which data sources may update each attribute of an identified CI. The combined controls instead need configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom.

Question 84

A ServiceNow team is evaluating custom application inventory. An internal proprietary application exports JSON CIs with fields unlike standard Service Graph integrations; a supported connector does not exist. What should it implement?

  1. Use supported ServiceNow Discovery with appropriate schedules, credentials and network reachability to populate infrastructure CIs.
  2. Configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom table.
  3. Design a governed IntegrationHub ETL mapping that transforms the source into appropriate CI classes and uses IRE.
  4. Ingest the file through a controlled import set and transform map that routes valid CIs through IRE.

Explanation

Correct Answer

C:

Design a governed IntegrationHub ETL mapping that transforms the source into appropriate CI classes and uses IRE.

Incorrect Answers

A:

Use supported ServiceNow Discovery with appropriate schedules, credentials and network reachability to populate infrastructure CIs. That does not establish IRE-based matching instead of uncontrolled duplicate insertion.

B:

Configure the supported connector using its guided connection and source mappings instead of building an unnecessary custom table. That does not establish IRE-based matching instead of uncontrolled duplicate insertion.

D:

The Identification and Reconciliation Engine matches incoming payloads before creating or updating CI records. The missing change involves designing a governed IntegrationHub ETL mapping that transforms the source into appropriate CI classes and uses IRE.

Question 85

An internal proprietary application exports JSON CIs with fields unlike standard Service Graph integrations; a supported connector does not exist. After the implementation, what evidence most directly demonstrates the intended result?

  1. Validate the transform preview, target class, identity mapping and IRE update results against known source records.
  2. Review the connector run and reconcile source object IDs to the expected CMDB classes and attributes.
  3. Check that approved risk tier values appear on the intended business application records with steward attribution.
  4. Trace one control identifier from the authoritative source to its related service object and owner.

Explanation

Correct Answer

A:

Validate the transform preview, target class, identity mapping and IRE update results against known source records. That distinguishes a functioning custom application inventory path from a configuration that was merely entered.

Incorrect Answers

B:

This inspects an observable outcome of certified saas source integration: Review the connector run and reconcile source object IDs to the expected CMDB classes and attributes. That check cannot demonstrate IRE-based matching instead of uncontrolled duplicate insertion.

C:

Check that approved risk tier values appear on the intended business application records with steward attribution. That check cannot demonstrate IRE-based matching instead of uncontrolled duplicate insertion.

D:

Reconciliation rules restrict which data sources may update each attribute of an identified CI. That check cannot demonstrate IRE-based matching instead of uncontrolled duplicate insertion.

Question 86

The custom application inventory implementation shows an unexpected result: A nightly ETL run creates another CI for the same application endpoint after the source changes its label. Which underlying defect should be corrected?

  1. The field has no appropriate data-source ownership boundary protecting non-discoverable governance values.
  2. The custom path bypasses connector mapping and the common IRE reconciliation route.
  3. The import transform inserts target records without reliable identification or IRE processing.
  4. The mapping did not preserve stable identification attributes through the transform into IRE.

Explanation

Correct Answer

D:

The mapping did not preserve stable identification attributes through the transform into IRE.

Incorrect Answers

A:

The field has no appropriate data-source ownership boundary protecting non-discoverable governance values. That does not establish IRE-based matching instead of uncontrolled duplicate insertion.

B:

The failure is in the certified saas source integration path, not simply a reason to rerun an unrelated dashboard.

C:

The Identification and Reconciliation Engine matches incoming payloads before creating or updating CI records. The evidence points to the mapping did not preserve stable identification attributes through the transform into IRE.

Question 87

An internal proprietary application exports JSON CIs with fields unlike standard Service Graph integrations; a supported connector does not exist. Source owners and platform configurations can change. Which control is most relevant to this case?

  1. Monitor schedule and MID Server/probe failures and prevent stale infrastructure inventory through documented ownership.
  2. Version and test custom ETL mappings to avoid brittle direct CMDB writes and future upgrade debt.
  3. Define attribute ownership and periodic certification for manually curated business facts.
  4. Validate key mapping and reject malformed rows before promoting the recurring import schedule.

Explanation

Correct Answer

B:

Version and test custom ETL mappings to avoid brittle direct CMDB writes and future upgrade debt.

Incorrect Answers

A:

Monitor schedule and MID Server/probe failures and prevent stale infrastructure inventory through documented ownership. That does not establish version and test custom ETL mappings to avoid brittle direct CMDB writes and future upgrade debt.

C:

Define attribute ownership and periodic certification for manually curated business facts. That does not establish version and test custom ETL mappings to avoid brittle direct CMDB writes and future upgrade debt.

D:

Validate key mapping and reject malformed rows before promoting the recurring import schedule. That does not establish version and test custom ETL mappings to avoid brittle direct CMDB writes and future upgrade debt.

Question 88

During the scheduled flat-file import design review, the team describes this situation: A facilities contractor supplies a monthly CSV of network racks that cannot be automatically discovered. Which change should be selected?

  1. Design a governed IntegrationHub ETL mapping that transforms the source into appropriate CI classes and uses IRE.
  2. Map the approved compliance identifier to the proper CSDM-linked records through a governed source or stewardship process.
  3. Ingest the file through a controlled import set and transform map that routes valid CIs through IRE.
  4. Use supported ServiceNow Discovery with appropriate schedules, credentials and network reachability to populate infrastructure CIs.

Explanation

Correct Answer

C:

The Identification and Reconciliation Engine matches incoming payloads before creating or updating CI records. The needed intervention is ingest the file through a controlled import set and transform map that routes valid CIs through IRE.

Incorrect Answers

A:

The Identification and Reconciliation Engine matches incoming payloads before creating or updating CI records. The missing change involves ingest the file through a controlled import set and transform map that routes valid CIs through IRE.

B:

Map the approved compliance identifier to the proper CSDM-linked records through a governed source or stewardship process. That does not establish IRE-based matching instead of uncontrolled duplicate insertion.

D:

Use supported ServiceNow Discovery with appropriate schedules, credentials and network reachability to populate infrastructure CIs. The missing change involves ingest the file through a controlled import set and transform map that routes valid CIs through IRE.

Question 89

A facilities contractor supplies a monthly CSV of network racks that cannot be automatically discovered. A governance reviewer wants outcome evidence rather than a configuration screenshot. Which observation is decisive?

  1. Run a scoped discovery and confirm observed host CIs, discovered software and relationships appear under the expected classes.
  2. Review the connector run and reconcile source object IDs to the expected CMDB classes and attributes.
  3. Trace one control identifier from the authoritative source to its related service object and owner.
  4. Replay the same CSV and confirm existing CIs update without unintended duplicates or unrecognized target fields.

Explanation

Correct Answer

D:

Replay the same CSV and confirm existing CIs update without unintended duplicates or unrecognized target fields.

Incorrect Answers

A:

Run a scoped discovery and confirm observed host CIs, discovered software and relationships appear under the expected classes. That check cannot demonstrate correct matching and consolidation of CI identities.

B:

Review the connector run and reconcile source object IDs to the expected CMDB classes and attributes. That check cannot demonstrate correct matching and consolidation of CI identities.

C:

Reconciliation rules restrict which data sources may update each attribute of an identified CI. That check cannot demonstrate correct matching and consolidation of CI identities.

Question 90

After deployment for scheduled flat-file import, the team sees: Repeated CSV uploads add a new rack record each month despite a stable external identifier. What explains this failure?

  1. Compliance identifiers were not modeled on the relevant CI or related object using structured relationships.
  2. Discovery cannot reach its targets on the required probes or credentials and therefore cannot refresh host data.
  3. The import transform inserts target records without reliable identification or IRE processing.
  4. The mapping did not preserve stable identification attributes through the transform into IRE.

Explanation

Correct Answer

C:

The import transform inserts target records without reliable identification or IRE processing.

Incorrect Answers

A:

Compliance identifiers were not modeled on the relevant CI or related object using structured relationships. The different cause concerns the import transform inserts target records without reliable identification or IRE processing.

B:

Discovery requires reachable targets and working probes or credentials; old CI records do not prove that collection is current.

D:

The Identification and Reconciliation Engine matches incoming payloads before creating or updating CI records. The evidence points to the import transform inserts target records without reliable identification or IRE processing.


Certified Implementation Specialist - Data Foundations (CMDB and CSDM) (CIS-DF) Practice Tests

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