Some AI tools are helpful in compliance training, but others disappoint, making it difficult to know which to choose. At a July 2026 Society of Corporate Compliance and Ethics panel, experts discussed the changing nature of effective compliance training and explained how to use AI to increase engagement while avoiding common pitfalls associated with implementing those tools. This article summarizes their insights. See “The Data Analytics and AI Transition in Compliance” (May 6, 2026).