Models drive pricing, risk measurement, capital and lending decisions. Model risk is the danger that a model is built on flawed assumptions, poor data or coding errors, or that a sound model is applied outside the conditions it was designed for.
Banks manage it with a model risk framework: an inventory of models, independent validation, controls on use, and ongoing monitoring of performance.
