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AI Risk Program ManagementhardMultiple ChoiceObjective-mapped

AAIR AI Risk Program Management Practice Question

In a cross-functional AI governance meeting, the Data Science team wants to deploy a new model, but the Legal team is concerned about data privacy. How should the AI Risk Manager resolve this?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Conduct a joint risk assessment to identify potential mitigations

The manager should facilitate a risk assessment to quantify the concern and identify potential technical controls to mitigate the privacy risk.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Order the Data Science team to stop work immediately

    Why it's wrong here

    This is an overreaction; mitigation should be explored first.

  • Ask the CEO to decide

    Why it's wrong here

    This is an operational matter that should be resolved at the governance level.

  • Conduct a joint risk assessment to identify potential mitigations

    Why this is correct

    This is a proactive, collaborative approach that allows for risk-based decision making.

  • Ignore the Legal team's concerns

    Why it's wrong here

    Ignoring legal counsel introduces unacceptable regulatory risk.

Visual reference

Client Recursive Resolver Root DNS (13 root servers) TLD DNS (.com, .org, …) Authoritative example.com query IP addr answer

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official ISACA exam blueprint

This AAIR practice question is part of Courseiva's free ISACA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AAIR exam.