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  1. Home
  2. ServiceNow Certification
  3. CIS-PA Exam
  4. ServiceNow.CIS-PA.v2026-08-26.q20 Dumps
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Question 1

How manySQL queriesare executed during a30-day historical collectionif all10 indicatorsin the historical collection share thesame daily indicator source?

Correct Answer: C
Platform Analytics optimizes historical data collection by executingone query per indicator source per day, regardless of how many indicators reference that source. If 10 indicators share the same daily indicator source, the system executesonly one SQL query per day, not one per indicator.
Over a 30-day historical collection period, this results in30 SQL queries total. This optimization significantly reduces database load and improves performance. ServiceNow documentation explicitly highlights this behavior as a best-practice advantage of reusing indicator sources. Therefore, option C is the correct and documented answer.
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Question 2

Which statement describesPerformance Analytics Spotlight?

Correct Answer: C
Performance Analytics Spotlightis a feature that provides aranked list of recordsbased onmultiple weighted conditions, helping users focus on the most critical records that require attention. Spotlight differs from traditional reports and time-series analytics because it evaluates records dynamically using scoring logic rather than historical aggregation.
Option A describes dashboard visualizations such as time series or scorecards. Option B refers to record views, not analytics. Option D describes Performance Analytics indicators, which track trends over time.
ServiceNow documentation clearly defines Spotlight as a prioritization tool that ranks records using configurable rules and weights, making option C the correct and complete description.
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Question 3

What can you do in theDashboards moduleof theAnalytics Center?

Correct Answer: D
TheDashboards modulein Analytics Center provides full lifecycle management forNext Experience Dashboards. Users with appropriate permissions cancreate, update, certify, share, and view dashboards from this module.
Certification is an important governance feature that marks dashboards as trusted and production-ready.
Sharing controls access, while update and creation enable continuous improvement. Viewing alone is insufficient for analytics governance. ServiceNow documentation clearly defines the Dashboards module as the central place for full dashboard management, making optionDthe correct answer.
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Question 4

Which role allows forcreating Indicators and DashboardsbutnotmanagingData Collection jobs or Indicator Sources?

Correct Answer: B
ThePA Contributorrole is designed for users who create and configureIndicators, Breakdowns, and Dashboards, but who should not have administrative control overdata collection jobs, indicator sources, or system-level analytics settings.
PA Admin has full control, including job and source management. PA Data Collector is focused on executing collection jobs only. PA Power User is primarily for analysis and dashboard consumption rather than content creation. ServiceNow documentation defines PA Contributor as the correct role for content creation without administrative privileges, making optionBcorrect.
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Question 5

Which Indicator should beexcluded from a Historic Data Collectionbecause its scores cannot be accurately collected?

Correct Answer: C
Historic Data Collection is designed to accurately reconstructpast indicator scoresbased on historical records. Indicators that rely oncalculated age values, such assummed age of open problems, cannot be accurately reconstructed because age is atime-relative valuethat depends on the exact moment of calculation.
Count-based indicators (options A, B, and D) can be recalculated historically by evaluating record states at specific points in time. However, summing age values requires knowing the precise age of each record at each historical interval, which is not reliably reproducible. ServiceNow documentation explicitly warns against using historic data collection forage-based and duration-sum indicators, making option C the correct exclusion.
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