Description: This article discusses specific challenges in model risk management, and practical solutions to those challenges, which are critical to building a model risk management capability. Through our experience working with insurers to build a model risk management capability, we have identified four areas in need of special attention: model definition, model governance and policy, model validation, model documentation. Addressing the challenges within these areas early on can help prevent more complex problems from arising later in a model's life cycle.