AI, Risk & Regulation: Are Financial Institutions Ready?

Financial institutions face growing uncertainty in model risk management as AI reshapes the landscape. Rodanthy highlights the critical need for a structured governance framework that includes inventory tracking, risk assessments, and validation.

Companies struggle to define AI models, leading to confusion and potential regulatory misalignment. Without proactive risk management, cost-cutting today may lead to significant losses in the future.

Firms must integrate AI governance within existing risk frameworks, stay adaptable to evolving regulations, and ensure bias testing where necessary. Establishing a centralized function for governance is crucial to avoid silos and strengthen oversight.