In a deployment coordination plan, which element is most important for ensuring that the data engineering team and the model deployment team stay aligned on when handoffs occur?

A list of each team's preferred programming languages

A description of the production hardware specifications

A shared timeline with defined milestones

During the deployment of a new AI-based fraud detection system, the project manager notices that the integration with the payment gateway is behind schedule. The team has not yet completed the API connection, and the go-live date is in two weeks. What should the project manager do to get the deployment back on track?

Adjust the go-live date to allow more time for the integration.

Escalate the issue to senior management and request additional resources.

Ask the team to work overtime to complete the integration on time.

Hold a meeting with the integration team to identify the cause of the delay and develop a corrective action plan.

A government agency is deploying an AI system that handles sensitive citizen data. The project manager must ensure that only authorized personnel can access the system and that all actions are traceable. What should the project manager configure?

A strong password policy for all users.

A firewall to protect the system from external threats.

Encryption of data at rest and in transit.

Role-based access control and detailed audit logging.

A bank has deployed a new AI system to detect fraudulent transactions. The system must have high precision to minimize false positives. The deployment is complete, and the project manager needs to validate the system in production. The bank's compliance team requires a report on the system's performance. The project manager has access to historical transaction data with known fraud labels. What is the most effective way to validate the system?

Run the system on a sample of historical transactions and compare its predictions with the known labels.

Monitor the system's live performance for a month and collect data.

Ask fraud analysts to manually review a sample of transactions and provide feedback.

Review the model's training accuracy and use it as the performance metric.

PMICertified Professional in Managing AI (PMI-CPMAI)

Domain 5Objective 2

Manage AI Solution Deployment PMI-CPMAI Practice Questions (Page 1)

Part of the Operationalize AI Solution domain, which accounts for 17% of the PMI-CPMAI exam. PMI does not publish an official question count, but from its 160-minute exam (~65–105 total, ~11–18 in this domain), expect 2–3 from this objective — we provide 27 practice questions to prepare you well beyond it. (estimate)

27questions here

6free pages

5concepts

17%of the exam

Questions 1–5

1foundation · easy
In a deployment coordination plan, which element is most important for ensuring that the data engineering team and the model deployment team stay aligned on when handoffs occur?
Select an answer first
2application · medium
During the deployment of a new AI-based fraud detection system, the project manager notices that the integration with the payment gateway is behind schedule. The team has not yet completed the API connection, and the go-live date is in two weeks. What should the project manager do to get the deployment back on track?
Select an answer first
3application · medium
A government agency is deploying an AI system that handles sensitive citizen data. The project manager must ensure that only authorized personnel can access the system and that all actions are traceable. What should the project manager configure?
Select an answer first
4expert · hard
A bank has deployed a new AI system to detect fraudulent transactions. The system must have high precision to minimize false positives. The deployment is complete, and the project manager needs to validate the system in production. The bank's compliance team requires a report on the system's performance. The project manager has access to historical transaction data with known fraud labels. What is the most effective way to validate the system?
Select an answer first
5foundation · easy
After deploying an AI model to production, the team runs a set of test cases that reflect real-world usage patterns and measures response time and accuracy. What is this activity called?
Select an answer first

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Manage AI Solution Deployment PMI-CPMAI Practice Questions (Page 1)

Questions 1–5

In a deployment coordination plan, which element is most important for ensuring that the data engineering team and the model deployment team stay aligned on when handoffs occur?

A government agency is deploying an AI system that handles sensitive citizen data. The project manager must ensure that only authorized personnel can access the system and that all actions are traceable. What should the project manager configure?

After deploying an AI model to production, the team runs a set of test cases that reflect real-world usage patterns and measures response time and accuracy. What is this activity called?

Keep studying — Operationalize AI Solution