Use Case Evaluation CAIPM Practice Questions (Page 9)

Questions 41–45

1. 41application · medium

   A software company is prioritizing AI use cases using a scoring model. The criteria are strategic alignment (weight 0.5), feasibility (weight 0.3), and cost-benefit (weight 0.2). Use case A scores 8, 6, and 7; use case B scores 7, 9, and 5; use case C scores 6, 8, and 9. Which use case should be prioritized?

   • AUse case A
   • BUse case B
   • CUse case C
   • DAll use cases are equally prioritized
   Reveal Solution Discussion Select an answer first
2. 42foundation · easy

   In a weighted scoring model for AI use case prioritization, what does the weight assigned to each criterion represent?

   • AThe relative importance of that criterion compared to others
   • BThe number of stakeholders who approved the criterion
   • CThe order in which criteria are listed in the evaluation matrix
   • DThe estimated cost of measuring that criterion
   Reveal Solution Discussion Select an answer first
4. 43application · medium

   A hospital is defining evaluation criteria for AI use cases, including a diagnostic support system and a patient scheduling system. The hospital's priorities are patient safety and staff satisfaction. Which evaluation criteria should be emphasized?

   • AScalability and integration with existing systems
   • BCost savings and return on investment
   • CSpeed of implementation and time-to-market
   • DAccuracy and reliability of the AI system
   Reveal Solution Discussion Select an answer first
5. 44expert · hard

   A retail chain wants to deploy an AI system for demand forecasting. The company has a robust data warehouse but lacks data scientists. They have budget to either hire two data scientists or purchase a commercial forecasting solution that requires less customization. The AI program manager must decide how to allocate resources. Which approach is most appropriate?

   • AHire data scientists to build a custom solution, because it will be more tailored
   • BDelay the project until data scientists are hired
   • CDo both: hire data scientists and purchase the commercial solution
   • DPurchase the commercial solution, because it can be deployed faster and requires less in-house expertise
   Reveal Solution Discussion Select an answer first
6. 45expert · hard

   A healthcare provider wants to deploy an AI system that predicts patient no-shows to optimize scheduling. The model will use historical appointment data, including demographic information. The provider operates in a jurisdiction with strict data-protection regulations. The AI program manager must decide whether to proceed. Which of the following is the most critical risk to address before deployment?

   • AThe model will require a large amount of real-time data, which the current IT infrastructure cannot support
   • BThe model may inadvertently discriminate against certain demographic groups, leading to unequal access to care
   • CThe model will reduce the number of patient appointments, causing a loss of revenue
   • DThe model will be too complex for the scheduling staff to understand, leading to low adoption
   Reveal Solution Discussion Select an answer first