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ServiceNow CIS-PA Exam Syllabus Topics:

SectionObjectives
Topic 1: Performance Analytics Fundamentals- Key concepts of Performance Analytics
  • 1. Indicators and data collection basics
    • 2. Time series data and scoring concepts
      Topic 2: Goals and Thresholds- Target setting and tracking
      • 1. Thresholds and scoring rules
        • 2. Goal definitions for indicators
          Topic 3: Indicators and Data Sources- Indicator configuration
          • 1. Breakdowns and breakdown sources
            • 2. Indicator formulas and definitions
              - Data collection setup
              • 1. Scheduled jobs and data refresh
                • 2. Aggregation and data collection jobs
                  Topic 4: Dashboards and Widgets- Performance Analytics dashboards
                  • 1. Dashboard design principles
                    • 2. Widget configuration and usage
                      Topic 5: Administration and Implementation- Security and access control
                      • 1. Roles and permissions for PA data
                        - System configuration
                        • 1. Troubleshooting data and reporting issues
                          • 2. Performance Analytics setup and maintenance

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                            ServiceNow Certified Implementation Specialist - Platform Analytics Sample Questions (Q36-Q41):

                            NEW QUESTION # 36
                            Choose 2 options.
                            Which variables are used in aPerformance Analytics scriptwithout being defined in theFieldslist?

                            Answer: A,F

                            Explanation:
                            In Performance Analytics scripted indicators, certainsystem-provided variablesare automatically available without being explicitly defined in the Fields list. The variablesscore_startandscore_endrepresent thestart and end timestampsof the reporting period for which the indicator score is being calculated. These variables are essential for time-aware calculations and historical accuracy.
                            Fields such as sys_created_on and sys_updated_on must be explicitly added to the Fields list if they are used in scripts. collection_job_start and collection_job_end are not available script variables in indicator calculations. ServiceNow documentation clearly identifies score_start and score_end as built-in variables available to Performance Analytics scripts, making optionsB and Fthe correct answers.


                            NEW QUESTION # 37
                            Which type of Indicator allows enablingShow real-time score?

                            Answer: A

                            Explanation:
                            TheShow real-time scoreoption is available only fornon-scripted Automated Indicators. These indicators are based on standard indicator sources and conditions that can be safely recalculated on demand without scripting complexity.
                            Scripted automated indicators and formula indicators depend on stored historical values and custom logic, which cannot be reliably recalculated in real time. Manual indicators rely on user-entered values and also do not support real-time calculation. ServiceNow documentation explicitly limits real-time scoring to non- scripted automated indicators to preserve performance and data integrity. Therefore, option D is the correct answer.


                            NEW QUESTION # 38
                            When areAdditional conditionsof an Indicator evaluated duringData Collection?

                            Answer: A

                            Explanation:
                            During data collection, Platform Analytics first applies theIndicator Source conditionsto retrieve the base dataset. Once the source data is identified, the system then evaluates theAdditional conditionsdefined on the Indicator itself.
                            This separation allows indicator-specific filtering without duplicating logic in the indicator source, supporting reuse and performance optimization. Additional conditions do not run in parallel with source conditions and are not evaluated at visualization time. ServiceNow documentation explicitly explains that Indicator conditions refine the datasetafterthe source query executes, making option D the correct answer.


                            NEW QUESTION # 39
                            How many queries are performed against the database when aDaily Data Collection jobis executed?

                            Answer: C

                            Explanation:
                            During a Daily Data Collection job, Platform Analytics executesone database query per Indicator Source, not per indicator. Multiple indicators can reference the same indicator source, allowing the platform toreuse the result setand calculate multiple scores from a single query.
                            This design is a key performance optimization in Platform Analytics. Executing queries per indicator would significantly increase database load, especially in large implementations. ServiceNow documentation explicitly states that indicator sources are the unit of data retrieval during collection, making option B the correct and documented answer.


                            NEW QUESTION # 40
                            What happens whenCollect recordsis enabled on an Automated Indicator form?

                            Answer: D

                            Explanation:
                            WhenCollect recordsis enabled on an Automated Indicator, Platform Analytics stores thesys_ids of the recordsthat contributed to each indicator score at collection time. This capability enablesdrill-down functionality, allowing users to view the exact records behind a score directly from analytics widgets and dashboards. Importantly, Platform Analytics doesnot store full copies of records-only the identifiers- ensuring historical accuracy while maintaining storage efficiency.
                            Option A describes thepreview featureavailable when defining indicator conditions, not record collection.
                            Option B refers tomanual data collection, which is triggered separately. Option C is incorrect because Platform Analytics does not retain full record snapshots. ServiceNow documentation clearly states that enabling Collect records allows analytics users to drill into the contributing records for any given score, making option D the correct and precise answer.


                            NEW QUESTION # 41
                            ......

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