KPI Development CAIPM Practice Questions (Page 2)

Questions 6–10

1. 6application · medium

   A manufacturing company has deployed an AI predictive maintenance system. The program manager needs to create a dashboard for plant managers and executives. The plant managers need daily operational details, while executives need a monthly strategic overview. What is the best dashboard approach?

   • ACreate two separate dashboards: one operational with real-time metrics and one executive with monthly summaries
   • BUse only the executive dashboard and share it with plant managers
   • CCreate a single dashboard with all metrics for both audiences
   • DSend weekly PDF reports instead of dashboards
   Reveal Solution Discussion Select an answer first
2. 7application · medium

   A hospital is deploying an AI diagnostic support system. The program manager needs to select KPIs that measure both clinical accuracy and physician adoption. Which KPI set is most appropriate?

   • ASystem uptime and data storage cost
   • BNumber of patients and number of diagnoses
   • CDiagnostic accuracy rate and physician usage rate
   • DModel training time and inference latency
   Reveal Solution Discussion Select an answer first
4. 8expert · hard

   A global manufacturer is deploying an AI quality control system across multiple plants. The business objective is to reduce defect rates by 15% globally, but each plant has different baseline defect rates. The program manager needs to align KPIs with the global objective while accounting for local variations. What is the best approach?

   • ASet a single global target of 15% reduction for all plants, using each plant's current defect rate as its baseline
   • BSet a uniform target defect rate for all plants, regardless of current performance
   • CSet individual targets based on each plant's historical improvement rate, not the global 15%
   • DUse only the global average defect rate as the baseline and target for all plants
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5. 9foundation · easy

   What is a common trigger for adjusting a KPI during an AI project?

   • AThe data source for the KPI becoming more expensive
   • BThe project team becoming comfortable with the current KPI values
   • CThe KPI dashboard being too visually complex for stakeholders
   • DA significant change in the business strategy that affects the project's goals
   Reveal Solution Discussion Select an answer first
6. 10foundation · easy

   Why might an AI project manager choose a qualitative KPI in addition to quantitative ones?

   • ATo reduce the cost of data collection by avoiding numerical data
   • BTo capture aspects of user experience or stakeholder satisfaction that are not easily measured numerically
   • CTo replace quantitative KPIs entirely for a more holistic view
   • DTo make the KPI dashboard easier to understand for non-technical stakeholders
   Reveal Solution Discussion Select an answer first