Model Risk Explained: Meaning, Types, Process, and Risks
Model risk is the risk that a financial model gives wrong answers, is built on weak assumptions, is implemented incorrectly, or is used in the wrong way—and that decisions based on it cause losses, control failures, bad pricing, weak reserves, or regulatory issues. In modern finance, model risk matters anywhere numbers drive action: lending, trading, valuation, capital, expected credit loss, stress testing, fraud monitoring, and strategic planning. Understanding model risk means understanding not only math, but also data quality, governance, controls, validation, and human judgment.