It brings diverse expertise and perspectives to bear so AI: What is the primary governance rationale for this
Cross-functional membership adds diverse expertise so risks are identified more completely.
The question
An AI governance program deliberately includes legal, privacy, security, data science, and business representatives on its review board. What is the primary governance rationale for this cross-functional composition?
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- It guarantees faster approvals because more reviewers always shorten the overall decision cycle.Plausible but wrong: more reviewers do not guarantee speed; the aim is completeness of risk identification.
- It brings diverse expertise and perspectives to bear so AI risks are identified more completely. ✓Correct: cross-functional membership improves efficacy by combining diverse expertise to surface risks one function alone would miss.
- It ensures that the data science team alone retains final authority over every governance decision.Plausible but wrong: the point is shared, diverse input, not concentrating authority in one function.
- It removes the need to define individual roles because responsibility is now fully shared by all.Plausible but wrong: collaboration complements, rather than replaces, clearly defined roles and responsibilities.
The trap
Treating cross-functional collaboration as a way to speed approvals rather than to broaden risk coverage. How to remember it
Cross-functional membership adds diverse expertise so risks are identified more completely.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.