Use Case Evaluation CAIPM Practice Questions (Page 6)

Questions 26–30

1. 26expert · hard

   A media company is evaluating three AI use cases: content personalization, ad-targeting optimization, and automated content moderation. The company has a scoring model with criteria: strategic alignment (50%), cost-benefit (30%), and feasibility (20%). Use case A scores 9, 5, 8; use case B scores 7, 9, 6; use case C scores 8, 7, 9. The company has a limited budget and must select only one. Which use case should be selected?

   • AUse case A, because it has the highest strategic alignment score.
   • BUse case A, because its average score of 7.3 is higher than the others.
   • CUse case C, because its weighted score of 8.1 is the highest among the three.
   • DUse case B, because it has the highest cost-benefit score.
   Reveal Solution Discussion Select an answer first
2. 27expert · hard

   A financial regulator is evaluating an AI system that monitors trading activity for market manipulation. The system would improve detection but also raises concerns about false positives that could harm legitimate traders. The regulator's strategic goal is to maintain market integrity while minimizing disruption. What should the program manager do?

   • AImplement the system but only for high-risk trading patterns to minimize false positives.
   • BImplement the system with a human-in-the-loop review process to reduce false positives.
   • CImplement the system and accept the false positives as a necessary trade-off.
   • DReject the system because the risk of false positives is too high.
   Reveal Solution Discussion Select an answer first
4. 28application · medium

   A regional bank is evaluating three AI use cases: a chatbot for customer service, a fraud-detection model, and a document-processing tool for loan applications. The bank's strategic priority for the next year is to reduce operational risk, while customer satisfaction is a secondary goal. The AI program manager must select the use case that best aligns with the strategic priority, using a weighted scoring model where 'risk reduction' has a weight of 0.6 and 'customer impact' has a weight of 0.4. The scores (out of 10) are: chatbot (risk 4, customer 9), fraud detection (risk 9, customer 5), document processing (risk 7, customer 6). Which use case should be selected?

   • AChatbot for customer service
   • BDocument-processing tool
   • CFraud-detection model
   • DAny of the three, because the scores are too close to differentiate
   Reveal Solution Discussion Select an answer first
5. 29application · medium

   A financial services firm is defining evaluation criteria for AI use cases. The firm's strategic objectives are to increase revenue and improve regulatory compliance. Which set of criteria is most appropriate for evaluating use cases?

   • ACustomer satisfaction, employee morale, and brand reputation
   • BFeasibility, impact on revenue, and alignment with compliance requirements
   • CTechnical complexity, number of data scientists available, and project duration
   • DCost of implementation, operational expenses, and expected benefits
   Reveal Solution Discussion Select an answer first
6. 30expert · hard

   A manufacturing company wants to implement a predictive maintenance AI system. The data required is scattered across multiple legacy systems and is not consistently labeled. The company has a limited data-science team and a tight budget. The AI program manager must decide whether to proceed. Which of the following is the most appropriate recommendation?

   • ADelay the project until data is consolidated and labeled, even if it increases costs
   • BProceed immediately because the potential savings from reduced downtime are large
   • CProceed with a pilot using a small subset of data to validate feasibility before full investment
   • DAbandon the project because the data is not ready and the team is too small
   Reveal Solution Discussion Select an answer first