PMI Certified Professional in Managing AI (PMI-CPMAI) Free Practice Test

Question 1

A project manager is preparing a contingency plan for an AI-enabled underwriting platform. During outages, the business must still make time-sensitive decisions. What strategy best supports business continuity?

A. Keep the AI system running without monitoring to avoid interruptions

B. Stop all underwriting until the AI system returns

C. Only increase marketing to offset the outage

D. Implement a manual override process with defined escalation and decision rules

Correct Answer: D

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Question 2

An IT services company is working on a project to develop an AI-based customer support system. During data preparation, the project manager needs to clean and transform customer interaction logs.
What is an effective technique to handle any missing data?

A. Fill missing values with zeros without analysis

B. Remove records with missing values if minimal

C. Ignore missing data if it seems insignificant

D. Duplicate existing data to fill in missing gaps

Correct Answer: B

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Question 3

In a clustering analysis for data use, the project team finds that the clusters are not meaningful and do not provide actionable insights. Which activity should the project manager do with the project team?

A. Identify the data gaps and address deficiencies.

B. Assess the trade-offs of the various algorithms.

C. Establish data governance protocols.

D. Conduct an algorithm analysis on the data sources.

Correct Answer: A

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Question 4

A healthcare provider is adopting AI-driven diagnostics tools. The project team is concerned about the risk of regulatory noncompliance. Which necessary initial task should the project manager perform?

A. Consult with legal experts.

B. Revisit the business understanding.

C. Conduct a pilot study.

D. Implement compliance software.

Correct Answer: A

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Question 5

A government agency is operationalizing a new AI tool for predictive policing. The project manager needs to identify data subject matter experts (SMEs) to ensure data quality and relevance. The project team has access to historical crime data, socioeconomic data, and real-time incident reports.
Which method will help in determining the data SMEs for this project?

A. Conducting workshops to assess knowledge in real-time incident data processing

B. Reviewing certifications in advanced data analytics and machine learning

C. Identifying individuals who have worked on similar AI tools in policing

D. Evaluating the team ' s familiarity with historical crime and socioeconomic data

Correct Answer: D

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Question 6

A financial services firm is implementing AI models to automate fraud detection. The project manager needs to ensure the models comply with regulatory standards and ethical guidelines while maintaining performance and accuracy.
Which action should the project manager take?

A. Assume compliance without formal verification

B. Use any available data without checking for consent

C. Focus solely on model accuracy, ignoring compliance

D. Implement bias detection and mitigation strategies

Correct Answer: D

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Question 7

A government agency is adopting an AI/machine learning (ML) model to analyze large sets of public data for policy making. It is crucial that the project team ensures the accuracy of the model ' s predictions.
If the project team needs to validate the model, which action should they perform?

A. Utilize a diverse set of test cases.

B. Ensure adherence to coding standards.

C. Implement continuous integration testing.

D. Conduct a single comprehensive validation.

Correct Answer: A

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PMI Certified Professional in Managing AI (PMI-CPMAI) Free Practice Test