Manage Creation of AI Solution Deployment Plan PMI-CPMAI Practice Questions (Page 5)

Questions 21–25

1. 21expert · hard

   A company is deploying an AI chatbot for customer service. The deployment plan defines validation criteria. The chatbot must handle 95% of customer queries without human intervention. After a pilot deployment, the chatbot only handles 85% of queries. What is the most appropriate action?

   • AAdjust the validation criteria to 85% to match the pilot results
   • BProceed with full deployment and monitor the performance in production
   • CDeploy the chatbot but limit its use to a subset of customers
   • DDo not proceed with full deployment until the chatbot's performance meets the 95% threshold
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2. 22application · medium

   A company is deploying an AI model to predict equipment failure. The deployment plan defines validation criteria. Which criterion is most appropriate to assess whether the deployment is successful?

   • AThe IT team has completed the deployment checklist
   • BThe model is deployed on the target infrastructure
   • CThe model's prediction accuracy on a holdout test dataset meets the target threshold
   • DThe deployment was completed within the planned timeline
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4. 23foundation · easy

   Which of the following is a human resource consideration when allocating resources for an AI deployment?

   • AThe budget for cloud services
   • BThe network bandwidth
   • CThe number of GPUs available
   • DThe skill set of the deployment team
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5. 24application · medium

   A financial services firm is deploying an AI model for fraud detection. The deployment plan requires close collaboration between data scientists, IT operations, and compliance officers. The budget is fixed, and the timeline is tight. Which resource allocation approach is most effective?

   • AAssign a dedicated project manager to coordinate between teams and allocate a portion of each team's time to the deployment
   • BAsk the data science team to manage the deployment alone since they built the model
   • CHire external consultants to handle the entire deployment independently
   • DAllocate all available budget to IT operations for infrastructure upgrades
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6. 25application · medium

   A company is deploying an AI model for credit scoring. The deployment checklist must ensure that all necessary steps are completed. Which item is most important to include in the pre-deployment section of the checklist?

   • ACommunicate the deployment schedule to all employees
   • BVerify that the model's performance metrics meet the defined validation criteria
   • CSchedule a post-deployment review meeting with stakeholders
   • DPrepare a rollback plan in case the deployment fails
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