Tuesday Topic: Implementing AI Guardrails

Community banks are facing three changes at the same time, according to this article:

• core providers are moving toward cloud-based data platforms;
• regulators have replaced detailed model risk guidance with a more principles-based framework; and
• AI is expected to reshape bank operations.

The key issue is how these changes come together inside the institution. As banks evaluate AI tools and data initiatives, they will have more flexibility under the new regulatory framework, but also more responsibility for setting risk limits, managing vendors, and deciding how to use the tools.

Does your bank have a clear sense of the risks and data-sharing implications associated with AI solutions? As AI reduces manual work, where do you want your employees focusing their time instead? If regulators continue to give banks more discretion, how will you decide what constitutes an acceptable use of AI before clearer expectations emerge?