Use Case Evaluation CAIPM Practice Questions (Page 5)

Questions 21–25

1. 21application · medium

   A logistics company is considering an AI system that optimizes delivery routes in real time. The system would reduce fuel costs and delivery times, but it would also change the daily workflow for drivers and require them to follow system-generated routes instead of their preferred routes. The company's strategic goal is to improve operational efficiency. What should the program manager do during the stakeholder impact analysis?

   • AEngage drivers early to understand their concerns and incorporate feedback into the implementation plan.
   • BLimit the system to a small pilot with select drivers to minimize disruption.
   • CReject the use case because driver resistance is likely to cause operational disruption.
   • DProceed with implementation and address driver concerns after the system is deployed.
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2. 22expert · hard

   A technology company is evaluating two AI use cases: a customer support chatbot and an internal knowledge-management system. The chatbot has a higher potential impact but also higher implementation risk. The knowledge-management system has lower impact but is more feasible. The company has a moderate risk tolerance and a limited budget. What should the program manager do?

   • ASelect the chatbot because its higher impact justifies the higher risk.
   • BSelect the chatbot but implement a phased rollout to manage the risk.
   • CSelect the knowledge-management system but expand its scope to increase its impact.
   • DSelect the knowledge-management system because it is more feasible and aligns with the limited budget.
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4. 23application · medium

   A logistics company is evaluating an AI use case for route optimization. The company has the necessary data and technology, but it lacks data scientists with experience in optimization algorithms. The program manager must decide whether to proceed. What is the most appropriate assessment?

   • AAssess whether the talent gap can be filled through hiring, training, or partnerships before making a decision.
   • BProceed because the data and technology are the most critical resources, and talent can be outsourced.
   • CProceed because the data and technology are available, and the talent gap can be filled by training existing staff.
   • DDefer the use case until the talent gap is addressed, as the lack of skilled personnel is a critical resource constraint.
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5. 24foundation · easy

   Which of the following is an example of an ethical risk in an AI use case?

   • AThe training data may be insufficient for high accuracy
   • BThe project may exceed its allocated budget
   • CThe cloud provider may experience a temporary outage
   • DThe model may produce biased outcomes against certain demographic groups
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6. 25foundation · easy

   In a cost-benefit analysis for an AI use case, which of the following is considered an operational expense?

   • ACost of hiring consultants for the initial project setup
   • BOne-time license fee for AI development software
   • CInitial data labeling effort for training data
   • DCloud inference costs incurred when the model is in production
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