
Most organizations say “AI skills matter,” but few can clearly define what competence actually looks like - let alone measure it in a way that informs hiring, development, or performance. This session gives leaders a practical framework for defining AI competencies by role and level, without turning it into a buzzword-heavy skills taxonomy. We’ll focus on observable behaviors, decision quality, and real work outcomes without adding more to already-taxed teams.