By Lauren Smith
Predictive models will have a direct impact on an institution’s ability to support the CECL estimate. Given this, institutions should thoroughly evaluate the costs and benefits of using a modeled versus a non-modeled approach. Predictive models require significant investment, including upfront development and validation as well as ongoing maintenance. However, the benefits of leveraging predictive models include a streamlined reserving process and greater transparency into a potentially volatile estimate.