Prepare Final Report/lessons Learned PMI-CPMAI Practice Questions (Page 2)

Questions 6–10

1. 6foundation · easy

   What is the purpose of creating knowledge transfer documentation?

   • ATo produce clear, actionable documentation for operational teams
   • BTo market the AI solution to potential customers
   • CTo replace the need for training sessions
   • DTo provide a historical record for auditors
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2. 7expert · hard

   A company completed an AI project to automate invoice processing. The project met its primary objective of reducing processing time by 40%, but the error rate increased slightly, which was not an initial objective. Stakeholder feedback is mixed: finance is pleased with the time savings, but accounts payable is concerned about errors. The project manager must analyze successes and improvements for the final report. The budget for the analysis is limited, so no new data collection is possible. What is the most appropriate analysis?

   • AUse the existing project metrics and stakeholder feedback to document the time reduction as a success and the error-rate increase as an improvement area, with a recommendation to monitor and refine the model.
   • BFocus the analysis on the error-rate increase and recommend discontinuing the system, despite the time savings.
   • CReport only the time reduction as a success and ignore the error-rate concern, as it was not an initial objective.
   • DConduct a new error-analysis study to quantify the error increase before writing the report.
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4. 8foundation · easy

   Which of the following is a source of evidence for analyzing successes and improvements?

   • AStakeholder feedback
   • BThe project's original charter
   • CThe project manager's personal opinion
   • DThe project's marketing materials
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5. 9application · medium

   A company launched an AI-based fraud detection system. The project objective was to reduce false positives by 30%. The system achieved a 25% reduction, but the model's precision also improved, which was not an initial objective. The project manager is writing the final report. How should the objective achievement be assessed?

   • AState that the objective was met because the system reduced false positives, without quantifying the reduction.
   • BReport the project as fully successful because precision improved, even though the false-positive target was not met.
   • CReport the 25% reduction as a partial achievement of the 30% target, explain the variance, and note the precision improvement as an additional benefit.
   • DFocus only on the precision improvement in the report and omit the false-positive reduction.
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6. 10application · medium

   A team successfully deployed a natural language processing model for customer service automation. They found that using a specific prompt engineering pattern reduced model hallucinations significantly. The project manager wants to document this as a best practice and ensure it is accessible to future teams. What is the most effective way to do this?

   • ACreate a dedicated 'Best Practices' section in the project wiki with the prompt pattern, examples, and guidelines for when to use it.
   • BInclude the prompt pattern in the final report's appendix without explanation.
   • CAdd the pattern to the model's training data documentation only.
   • DMention the pattern in a team meeting but do not document it, as it is simple to remember.
   Reveal Solution Discussion Select an answer first