An MLOps team implements automated model retraining triggered by data drift detection. From a model risk management perspective, what control is MOST critical to include in this retraining pipeline?
Select an answer to reveal the explanation.
Short Explanation and Infographic
Here's the deal — b is correct because SR 11-7 and model risk management best practices require that material model changes — including retrained models — undergo independent validation before production deployment, even when retraining is automated. A introduces unacceptable risk by bypassing controls.
Full explanation below image
Full Explanation
B is correct because SR 11-7 and model risk management best practices require that material model changes — including retrained models — undergo independent validation before production deployment, even when retraining is automated. A introduces unacceptable risk by bypassing controls. C is a communication practice, not a primary control. D is a performance optimization, not a risk control.