AI Investment Justification CAIPM Practice Questions (Page 8)

Questions 36–40

1. 36application · medium

   A company is proposing an AI system to improve employee productivity by automating routine tasks. The HR director is concerned about employee morale and job displacement, while the CEO is focused on cost reduction. The project manager needs to secure approval from both. What is the most effective communication strategy?

   • AEmphasize the cost savings to the CEO and downplay the impact on employees
   • BPresent a balanced view that highlights cost savings while addressing employee upskilling and redeployment plans
   • CAsk the CEO to approve the project before presenting it to the HR director
   • DFocus only on the productivity gains and avoid discussing job displacement
   Reveal Solution Discussion Select an answer first
2. 37foundation · easy

   What does the payback period measure in the context of an AI investment?

   • AThe total profit generated over the project's lifetime
   • BThe time required to recover the initial investment through net benefits
   • CThe annual growth rate of the AI system's benefits
   • DThe rate of return adjusted for the time value of money
   Reveal Solution Discussion Select an answer first
4. 38application · medium

   A manufacturing company is evaluating an AI-based predictive maintenance system for its production line. The initial model development will cost $250,000, and annual cloud infrastructure and maintenance are estimated at $80,000. The expected annual savings from reduced downtime are $150,000, but the system has a 30% chance of underperforming due to data quality issues, which would reduce savings to $50,000 per year. Using a simple expected-value cost-benefit analysis over a 5-year horizon, what is the best decision?

   • AReject, because the total cost exceeds the total savings.
   • BProceed, because the expected net benefit is positive.
   • CProceed, because the payback period is under two years.
   • DReject, because the worst-case scenario results in a net loss.
   Reveal Solution Discussion Select an answer first
5. 39application · medium

   A logistics company is considering an AI route-optimization system. The main risk is that the AI model may not perform well in regions with sparse data, leading to suboptimal routes and customer dissatisfaction. The company has a limited budget for the project. Which mitigation strategy is most appropriate to justify the investment?

   • AInvest in additional data collection for all regions before any deployment.
   • BStart with a pilot in data-rich regions and gradually expand, using the pilot results to refine the model.
   • CAbandon the project because the risk is too high.
   • DImplement the system in all regions at once to maximize potential savings.
   Reveal Solution Discussion Select an answer first
6. 40application · medium

   A logistics company wants to implement an AI route optimization system. The operations director is concerned about disruption to existing workflows, while the CFO is focused on cost savings. The project manager needs to build a business case that addresses both concerns. What is the most effective structure for the business case?

   • AFocus exclusively on the financial benefits and ignore operational concerns
   • BPresent a detailed financial analysis first, then address operational impacts and mitigation plans
   • CPresent only the operational benefits and defer financial analysis to a later stage
   • DAsk the operations director to approve the case before presenting it to the CFO
   Reveal Solution Discussion Select an answer first