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FTE vs. MRM: Model Risk Management with Minimal Staff

FTE vs. MRM: Model Risk Management with Minimal Staff This article offers a comprehensive approach for “lean” model risk management (MRM), i.e., the management of an MRM program with few or ...
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Description: This article offers a comprehensive approach for “lean” model risk management (MRM), i.e., the management of an MRM program with few or possibly one employee devoted to the role. It explores key objectives of an MRM program, essential process elements, tips for efficiency, and examine the use of artificial intelligence (AI) in the models themselves and as a tool to increase efficiency of the program.
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- Authors: Damon D Levine
- Date: Jan 2026
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Enterprise Risk Management; Enterprise Risk Management>Operational risks; Modeling & Statistical Methods; Modeling & Statistical Methods>Regression analysis; Modeling & Statistical Methods>Scenario generation; Modeling & Statistical Methods>Simulation; Modeling & Statistical Methods>Stochastic models

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FTE vs. MRM: Model Risk Management with Minimal Staff