Measuring AI Adoption Impact and Value CAIPM Practice Questions (Page 6)

Questions 26–30

1. 26application · medium

   A financial services firm deployed an AI document-processing system that reduced processing time by 40%. After six months, usage has plateaued and some teams have reverted to manual processes. The program manager needs to sustain the transformation. Which strategy is most effective?

   • AIncrease the AI system's processing speed to encourage more usage.
   • BEstablish a monthly review of usage metrics and interview teams to identify friction points, then adjust training and workflows.
   • CMandate that all teams use the system and disable manual processing options.
   • DRun a one-time training session for all employees.
   Reveal Solution Discussion Select an answer first
2. 27expert · hard

   A large insurance company deployed an AI claims-processing system. The system reduced processing time by 30% and improved accuracy. After 18 months, the program manager observes that adoption has plateaued: 60% of claims are processed by the AI, but the remaining 40% are still handled manually. The manual handlers cite concerns about the AI's handling of complex claims. The company has a strict budget and cannot afford a major system overhaul. The program manager must sustain and increase adoption. Which strategy is most appropriate?

   • AInvest in a new, more advanced AI system that can handle complex claims.
   • BMandate that all claims be processed by the AI system, removing the manual option.
   • CImplement a feedback loop where manual handlers can flag AI errors, and use that data to retrain the model for complex claims.
   • DIncrease the AI system's processing speed to encourage more usage.
   Reveal Solution Discussion Select an answer first
4. 28application · medium

   A manufacturing firm deployed an AI quality-inspection system. The program manager must report the value to the plant manager, who cares about production efficiency. Which metric is most relevant to this stakeholder?

   • ANumber of AI model retraining events per quarter.
   • BTotal cost of the AI system divided by the number of inspections performed.
   • CPercentage reduction in defective units reaching the end of the production line.
   • DThe AI system's uptime percentage.
   Reveal Solution Discussion Select an answer first
5. 29foundation · easy

   Which format is most effective for presenting AI adoption impact to a broad stakeholder audience?

   • AVisual dashboards with key metrics
   • BDetailed technical reports
   • CInternal code documentation
   • DRaw data dumps
   Reveal Solution Discussion Select an answer first
6. 30application · medium

   A retail company deployed an AI chatbot for customer support. Six months later, the program manager wants to report the initiative's value to the CFO. The chatbot reduced average handling time from 12 minutes to 4 minutes, and the support team handles 1,000 tickets per month. The fully loaded cost per support agent hour is $30. Which metric best quantifies the monthly cost savings from this AI adoption?

   • AReport the average handling time reduction of 8 minutes as the primary value metric.
   • BDivide the 8-minute reduction by 60 and report it as a 13.3% productivity improvement.
   • CMultiply the 8-minute reduction per ticket by 1,000 tickets, convert to hours, and multiply by $30 per hour.
   • DCalculate the total agent hours before and after AI, then subtract the AI subscription cost from the difference.
   Reveal Solution Discussion Select an answer first