A financial services company is starting an AI project that will use customer transaction data from multiple internal systems. The compliance team requires that data access be restricted to authorized personnel only. What should the project team do to ensure compliance?

Use only external data sources to avoid internal access issues.

Grant all team members access to all data sources to speed up development.

Store all data in a single database and give the database administrator full control.

Create a data access policy and document data ownership and permissions for each source.

Which characteristic is most important to consider when evaluating a cloud storage solution for an AI project that will handle large, growing datasets?

Number of employees at the provider

Office location of the cloud provider

A retail company is building a customer churn prediction model. The data science team has identified a customer database in the marketing department and a transaction data warehouse in the finance department. During a review, they discover that the marketing database uses a different customer ID format than the finance warehouse. What is the most important action to take first?

Create a new customer ID format and apply it to both sources without consulting the source owners.

Document the schemas and data dictionaries of both sources to understand the ID formats and plan for mapping.

Proceed with building the model using only the finance warehouse data to avoid the ID mismatch.

Request that the marketing department change their customer ID format to match the finance warehouse.

A retail chain is building a recommendation engine. They have a customer database in a CRM system and a sales data warehouse. The CRM system is managed by the marketing team, and the warehouse is managed by IT. The marketing team is reluctant to share customer data due to privacy concerns. What is the best way to proceed?

Use only the sales data warehouse and ignore the CRM data.

Create a copy of the CRM data and store it in the data warehouse without telling the marketing team.

Ask the IT team to bypass the marketing team and access the CRM data directly.

Work with the marketing team to document data ownership and establish appropriate access permissions.

When evaluating a third-party data provider for an AI project, which factor is most important to consider?

Provider's social media followers

PMICertified Professional in Managing AI (PMI-CPMAI)

Domain 3Objective 3

Identify Data Sources and Locations PMI-CPMAI Practice Questions (Page 4)

Part of the Identify Data Needs domain, which accounts for 26% of the PMI-CPMAI exam. PMI does not publish an official question count, but from its 160-minute exam (~65–105 total, ~17–27 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

26%of the exam

Questions 16–20

16application · medium
A financial services company is starting an AI project that will use customer transaction data from multiple internal systems. The compliance team requires that data access be restricted to authorized personnel only. What should the project team do to ensure compliance?
Select an answer first
17foundation · easy
Which characteristic is most important to consider when evaluating a cloud storage solution for an AI project that will handle large, growing datasets?
Select an answer first
18application · medium
A retail company is building a customer churn prediction model. The data science team has identified a customer database in the marketing department and a transaction data warehouse in the finance department. During a review, they discover that the marketing database uses a different customer ID format than the finance warehouse. What is the most important action to take first?
Select an answer first
19expert · hard
A retail chain is building a recommendation engine. They have a customer database in a CRM system and a sales data warehouse. The CRM system is managed by the marketing team, and the warehouse is managed by IT. The marketing team is reluctant to share customer data due to privacy concerns. What is the best way to proceed?
Select an answer first
20foundation · easy
When evaluating a third-party data provider for an AI project, which factor is most important to consider?
Select an answer first

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Identify Data Sources and Locations PMI-CPMAI Practice Questions (Page 4)

Questions 16–20

A financial services company is starting an AI project that will use customer transaction data from multiple internal systems. The compliance team requires that data access be restricted to authorized personnel only. What should the project team do to ensure compliance?

Which characteristic is most important to consider when evaluating a cloud storage solution for an AI project that will handle large, growing datasets?

When evaluating a third-party data provider for an AI project, which factor is most important to consider?

Keep studying — Identify Data Needs