According to McKinsey’s 2025 Global AI Survey, organizations with annual revenues exceeding $500 million are leading in AI adoption. Additionally, these firms are more likely to implement structured governance frameworks, redesign workflows, and assign senior leaders to oversee AI initiatives.

To capitalize on these advantages, CFOs must oversee their AI application portfolio and translate technical risks into quantifiable financial terms. This data-driven approach streamlines decision-making and enhances transparency.  By accelerating the rollout of effective risk management strategies, larger enterprises can leverage their scale for benchmarking and strategic advantage.