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AI, Data & AnalyticsHow does explainability differ across financial sectors?
Explainability expectations reflect regulatory intensity and consumer protection exposure. Sectors with fiduciary obligations require stronger…
Explainability expectations reflect regulatory intensity and consumer protection exposure. Sectors with fiduciary obligations require stronger transparency.
Relative Strictness
| Sector | Explainability Demand |
|---|---|
| Wealth | Very High |
| Insurance | High |
| Banking | Moderate–High |
| Fintech | Variable |
Higher consumer risk implies stronger justification requirements for automated decisions.
References:
– European Commission, AI Act Proposal
– OECD, Principles on Artificial Intelligence
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