Develop AI Project Scope Statement PMI-CPMAI Practice Questions (Page 1)

Questions 1–5

1. 1application · medium

   A manufacturing company is building an AI model to predict equipment failures. The project team has access to sensor data from the last two years, but the data is stored in a legacy system that requires manual export. The IT department has stated that the AI model must be deployed on-premises due to data privacy policies. The project manager is documenting assumptions and constraints. Which item should be documented as an ASSUMPTION?

   • AThe model must achieve 95% precision
   • BThe sensor data will be available for model training
   • CThe project budget is fixed at $250,000
   • DThe AI model must be deployed on-premises
   Reveal Solution Discussion Select an answer first
2. 2expert · hard

   A hospital is implementing an AI system to predict patient readmission risk. The clinical team wants the model to flag high-risk patients for follow-up calls. The data science team has built a model with 85% accuracy, but the clinical team is concerned about false positives causing unnecessary calls. The hospital administrator wants to reduce readmissions by 20%. The project manager is defining success criteria. Which success metric is most appropriate?

   • AA precision of 90% to minimize false positives
   • BA 20% reduction in readmission rates among flagged patients
   • CA recall of 95% to catch most at-risk patients
   • DModel accuracy of 85%
   Reveal Solution Discussion Select an answer first
4. 3application · medium

   A media company wants to build an AI tool to generate article summaries. The initial scope includes summarizing news articles, blog posts, and press releases. During the scoping meeting, the editorial team requests that the tool also generate headlines. The project manager assesses that headline generation requires additional model training and a larger budget. The project has a fixed budget and timeline. What is the most appropriate action?

   • ADocument headline generation as out of scope and propose it for a future phase
   • BReplace article summarization with headline generation
   • CInclude headline generation and reduce the scope of article summarization
   • DInclude headline generation and request additional budget from the sponsor
   Reveal Solution Discussion Select an answer first
5. 4application · medium

   A financial services firm is developing an AI model to detect fraudulent transactions. The project team has access to a dataset with labeled fraud cases, but the data is imbalanced, with very few positive cases. The compliance department requires that the model's decisions be explainable to auditors. The project manager is documenting constraints. Which item should be documented as a CONSTRAINT?

   • AThe project team has experience with fraud detection models
   • BThe model must achieve a recall of at least 90%
   • CThe dataset contains very few positive fraud cases
   • DThe model's decisions must be explainable to auditors
   Reveal Solution Discussion Select an answer first
6. 5foundation · easy

   Which of the following is an example of a performance metric for an AI project?

   • AThe project manager's years of experience
   • BThe number of team meetings held per week
   • CThe color scheme of the user interface
   • DThe model's accuracy on a held-out test dataset
   Reveal Solution Discussion Select an answer first