AI Investment Justification CAIPM Practice Questions (Page 3)

Questions 11–15

1. 11application · medium

   A financial services firm is building a business case for an AI fraud-detection system. The team has estimated the initial development cost, annual cloud hosting fees, and the salaries of the data science team. However, they have not included the cost of ongoing model retraining, the opportunity cost of diverting engineers from other projects, or the cost of integrating the model with existing transaction systems. Which cost category is missing from their Total Cost of Ownership (TCO) analysis?

   • AVariable operational costs
   • BDirect hardware costs
   • CIndirect and lifecycle costs
   • DSunk costs
   Reveal Solution Discussion Select an answer first
2. 12foundation · easy

   In a cost-benefit analysis for an AI project, which of the following is considered a direct benefit?

   • ACost savings from automating a manual process
   • BEnhanced innovation capability of the organization
   • CImproved brand reputation in the market
   • DIncreased employee satisfaction due to reduced repetitive work
   Reveal Solution Discussion Select an answer first
4. 13foundation · easy

   Which of the following is an example of an intangible benefit of an AI project?

   • AImproved customer satisfaction scores
   • BIncrease in annual revenue by $2 million
   • CReduction in operational costs by 15%
   • DDecrease in processing time from 10 minutes to 2 minutes
   Reveal Solution Discussion Select an answer first
5. 14application · medium

   A bank wants to implement an AI system to automate loan approval processes. The business case must be presented to the board, which includes members with varying technical backgrounds. Some board members are concerned about regulatory compliance, while others focus on customer experience. What is the most effective way to structure the business case?

   • APresent the business case only to the technical committee and then seek approval from the board.
   • BFocus exclusively on regulatory compliance to reassure the board.
   • CPresent a single, detailed technical document that covers all aspects of the AI system.
   • DCreate a high-level summary that highlights financial benefits, risk mitigation, and alignment with strategic goals, with appendices for technical details.
   Reveal Solution Discussion Select an answer first
6. 15foundation · easy

   Why is net present value (NPV) considered a more comprehensive ROI metric than simple payback period for AI investments?

   • ANPV ignores the time value of money, making it simpler
   • BNPV focuses only on the initial investment amount
   • CNPV accounts for the time value of money and the total value over the project's life
   • DNPV is easier to calculate and requires fewer assumptions
   Reveal Solution Discussion Select an answer first