Diverse expertise surfaces risks and perspectives: What is the primary reason for this cross-functional
Cross-functional teams add diverse expertise that surfaces risks a single function would overlook.
The question
When forming an AI governance program, leading practice calls for including legal, security, data science, HR, and business representatives rather than housing it solely within IT. What is the primary reason for this cross-functional approach?
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- Regulators legally mandate that every listed department formally sign off before any AI system may be deployedPlausible but wrong: no general law mandates sign-off from each named function; the rationale is expertise, not a legal quota.
- Diverse expertise surfaces risks and perspectives that a single function would overlook across the AI life cycle ✓Correct: the BoK rationale is that diversity of expertise and perspective improves efficacy and surfaces risks IT alone would miss.
- It shifts accountability away from senior leadership by distributing it evenly among the participating departmentsPlausible but wrong: cross-functional input does not remove leadership's ultimate accountability for oversight.
- It accelerates deployment by letting each function approve AI use independently without any shared review stepPlausible but wrong: the goal is shared, informed review, not independent parallel approvals that bypass coordination.
The trap
Believing cross-functional participation transfers or dilutes senior leadership's ultimate accountability. How to remember it
Cross-functional teams add diverse expertise that surfaces risks a single function would overlook.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.
