Measuring AI Adoption Impact and Value CAIPM Practice Questions (Page 4)

Questions 16–20

1. 16expert · hard

   A retail company deployed an AI demand-forecasting system. The system improved forecast accuracy by 20%, but the inventory team has reverted to manual forecasting because they do not trust the AI during seasonal peaks. The program manager must sustain the transformation while the company is preparing for the holiday season. Which strategy is most effective?

   • ADisable the AI system during the holiday season and rely on manual forecasting.
   • BInvest in a new AI system with better seasonal forecasting capabilities.
   • CForce the inventory team to use the AI system exclusively during the holiday season.
   • DRun a pilot during the holiday season where the AI and manual forecasts are compared, and share the results with the inventory team.
   Reveal Solution Discussion Select an answer first
2. 17expert · hard

   A financial services firm's AI customer-onboarding system reduced onboarding time from 5 days to 1 day, increasing customer acquisition by 10%. The program manager must ensure the value is sustained. The system relies on a third-party AI vendor, and the firm's internal team has limited AI expertise. The vendor has announced a 20% price increase for the next contract year. Which strategy best sustains the AI transformation?

   • AReduce the AI system's scope to only the most complex onboarding cases, lowering the vendor usage and cost
   • BNegotiate a multi-year contract with the vendor for price stability, and invest in building internal AI skills to reduce long-term vendor dependency
   • CSwitch to a cheaper AI vendor immediately to reduce costs, even if it means re-integrating the system
   • DAccept the price increase and renew the contract, since the system's value justifies the higher cost
   Reveal Solution Discussion Select an answer first
4. 18expert · hard

   A logistics company deployed an AI system to optimize delivery routes. The system reduced fuel costs by 10%, but the drivers are resistant because they feel the AI does not account for real-time traffic. The program manager must report the value to the operations director, who is concerned about driver morale. Which reporting approach is most effective?

   • AReport the fuel cost savings and also present a plan to incorporate driver feedback into the AI model.
   • BReport the number of routes optimized by the AI system.
   • CReport the AI system's accuracy on historical route data.
   • DReport only the fuel cost savings.
   Reveal Solution Discussion Select an answer first
5. 19foundation · easy

   When communicating AI value to executive stakeholders, which type of information is most important to include?

   • ABusiness outcomes and financial impact
   • BCode implementation specifics
   • CAlgorithm selection rationale
   • DTechnical architecture details
   Reveal Solution Discussion Select an answer first
6. 20application · medium

   A government agency deployed an AI system to process permit applications. The program manager needs to track adoption over time and report to the agency director. Which tracking approach provides the most useful longitudinal data?

   • ATrack the percentage of permit applications processed by the AI system each month.
   • BTrack the total number of AI system logins per month.
   • CTrack the number of training sessions completed by staff.
   • DTrack the number of AI system error messages per month.
   Reveal Solution Discussion Select an answer first