KPI Development CAIPM Practice Questions (Page 4)

Questions 16–20

1. 16foundation · easy

   What is the primary purpose of a KPI dashboard?

   • ATo visualize KPI performance in an easily digestible format for stakeholders
   • BTo automate the process of setting KPI targets
   • CTo store raw data collected from various sources
   • DTo replace the need for regular stakeholder meetings
   Reveal Solution Discussion Select an answer first
2. 17application · medium

   An insurance company deployed an AI claims processing system. After three months, the KPI 'claims processing time' has improved significantly, but the business objective has shifted to improving customer satisfaction. The program manager should:

   • AAdd 'customer satisfaction score' as a secondary KPI but keep 'claims processing time' as primary
   • BReplace 'claims processing time' with 'customer satisfaction score' and set new baselines
   • CKeep the same KPI because it is already showing success
   • DStop measuring KPIs until the new objective is fully defined
   Reveal Solution Discussion Select an answer first
4. 18application · medium

   A government agency is deploying an AI system to process permit applications. The program manager needs to measure the KPI 'processing time'. The data is currently tracked in a legacy system, but the AI system will generate its own logs. What is the most appropriate measurement method?

   • AManually record processing time for a sample of applications each week
   • BUse only the legacy system's data because it is the official record
   • CIntegrate data from both the legacy system and the AI system to calculate end-to-end processing time
   • DUse the AI system's logs as the sole data source for processing time
   Reveal Solution Discussion Select an answer first
5. 19foundation · easy

   Which of the following is an example of aligning an AI project KPI with a business objective?

   • AMeasuring the number of data scientists on the team when the business objective is to improve operational efficiency
   • BMeasuring the time spent on model training when the business objective is to increase revenue
   • CMeasuring model accuracy when the business objective is to reduce customer churn
   • DMeasuring the reduction in customer churn rate when the business objective is to increase customer retention
   Reveal Solution Discussion Select an answer first
6. 20foundation · easy

   Why is it necessary to periodically review and adjust KPIs for an AI project?

   • ABecause stakeholders always prefer to see different metrics each quarter
   • BBecause business objectives and project scope can change over time, making some KPIs less relevant
   • CBecause KPIs are only valid for a fixed period and must be replaced with new ones
   • DBecause the AI model's performance degrades over time, requiring new KPIs
   Reveal Solution Discussion Select an answer first