Governance should be scaled and shaped to fit each: Which statement best captures this guidance?
AI governance should be calibrated to each organization's size, maturity, industry, objectives and risk tolerance.
The question
A consultant advises that AI governance approaches should be differentiated based on factors like company size, maturity, industry, products, objectives and risk tolerance. Which statement best captures this guidance?
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- Every organization must adopt an identical governance model regardless of its size or industry sectorPlausible but wrong: a one-size-fits-all model contradicts differentiating by size, industry and risk tolerance.
- Only the largest enterprises need any AI governance, while smaller firms can safely skip it entirelyPlausible but wrong: governance scales to context but is not reserved solely for large enterprises.
- Risk tolerance is entirely irrelevant to governance design once a company selects a recognized AI frameworkPlausible but wrong: risk tolerance is an explicit factor shaping the governance approach, not irrelevant.
- Governance should be scaled and shaped to fit each organization's context, maturity and risk tolerance ✓Correct: governance is calibrated to the organization's size, maturity, industry and risk tolerance rather than uniform.
The trap
Thinking a single uniform governance model fits all organizations. How to remember it
AI governance should be calibrated to each organization's size, maturity, industry, objectives and risk tolerance.
How many of these would you get right?
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Every answer, right and wrong, comes with its own explanation.