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AI, Data & AnalyticsWhat distinguishes predictive from prescriptive analytics?
Predictive analytics forecasts probable outcomes based on historical patterns. Prescriptive analytics goes further by recommending optimal actions…
Predictive analytics forecasts probable outcomes based on historical patterns. Prescriptive analytics goes further by recommending optimal actions derived from those forecasts.
Sector Examples
| Sector | Predictive | Prescriptive |
|---|---|---|
| Banking | Delinquency probability | Loan restructuring strategy |
| Insurance | Expected loss ratio | Dynamic pricing adjustment |
| Wealth | Portfolio risk drift | Automated rebalancing |
Predictive informs; prescriptive decides. Governance complexity increases materially at the prescriptive stage.
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