AI Pilot Execution and Scaled Deployment CAIPM Practice Questions (Page 10)

Questions 46–50

1. 46foundation · easy

   What is the primary purpose of capturing lessons learned at the end of an AI pilot?

   • ATo create a marketing document for the AI solution
   • BTo improve future projects by documenting what worked and what did not
   • CTo replace the need for a final report
   • DTo assign blame for any failures that occurred
   Reveal Solution Discussion Select an answer first
2. 47application · medium

   A bank is scaling an AI loan-approval assistant from a pilot in one branch to all branches. During the pilot, loan officers were resistant because they feared the AI would replace their judgment. What change management approach is most effective?

   • AReplace loan officers with the AI to eliminate resistance
   • BDeploy the AI silently and let officers discover it on their own
   • CMandate use of the AI and penalize officers who override it
   • DInvolve loan officers in the deployment planning and clearly communicate that the AI is a decision-support tool, not a replacement
   Reveal Solution Discussion Select an answer first
4. 48application · medium

   During an AI pilot for predictive maintenance, the project team notices that the model's false-positive rate is higher than expected, causing unnecessary maintenance dispatches. The pilot is only halfway through its planned duration. What should the project manager do first?

   • ADocument the deviation, analyze the root cause, and decide whether to adjust the pilot plan or success criteria.
   • BContinue the pilot as planned and evaluate the false-positive rate only at the end.
   • CAdjust the model's decision threshold immediately and continue the pilot.
   • DTerminate the pilot because the false-positive rate indicates the model is not viable.
   Reveal Solution Discussion Select an answer first
5. 49foundation · easy

   What is the primary purpose of assigning roles and responsibilities in a pilot execution plan?

   • ATo reduce the need for communication among team members
   • BTo ensure accountability and clarity about who performs each task and who makes decisions
   • CTo increase the number of meetings required during the pilot
   • DTo satisfy legal requirements for all projects
   Reveal Solution Discussion Select an answer first
6. 50application · medium

   During an AI pilot for predictive maintenance, the pilot team notices that the model's precision is high but recall is dropping. The pilot's success criteria include reducing unplanned downtime by at least 20%. What should the pilot team do?

   • AStop the pilot immediately because the model is not performing perfectly
   • BChange the success criteria to match the current model performance
   • CIgnore recall and focus only on precision because false alarms are costly
   • DAdjust the model threshold to balance precision and recall, and track the impact on downtime
   Reveal Solution Discussion Select an answer first