In addition to the risk exposure, which of the following is MOST important for senior management to understand prior to approving the use of artificial intelligence (Al) solutions?

Before approving AI solutions, senior management must clearly understand the potential benefits and value proposition, such as efficiency gains, cost savings, or new revenue streams, to justify the investment and associated risks. This understanding allows them to weigh the strategic advantages against the identified risk exposure.

Monitoring techniques are operational details relevant to implementation, not the primary decision factor for initial approval by senior management.

Changes to infrastructure are implementation details, not the core strategic justification senior management needs for approval.

Required skills are operational concerns for execution, not the most important factor for senior management's initial approval decision on using AI.