You need to revalidate periodically because the population being assessed by the model or the transaction being flagged by the model can change over time. This can cause the model to lose predictiveness. Also, model risk management guidance adopted by the FRB, OCC, and FDIC requires ongoing validation.
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Opinions are strictly my own, and have nothing to do with my employer.