Executives Shape AI Adoption Through Leadership

Executives and consultants advise that management choices, organizational design, and people development—not just generative AI models—will determine whether pilots convert into sustained value as large models enter daily work this year. They present five practical skills—AI fluency, redesigned structures, clear human–AI decision rights, team coaching, and executive role-modeling—to boost measurable adoption, reduce risk, and align incentives.