AI Skeptic

An AI skeptic is an employee who is uncertain, resistant, or actively opposed to AI adoption — often for legitimate reasons: concern about job security, skepticism about whether AI will actually work for their specific tasks, discomfort with change, or past negative experiences with technology initiatives that were oversold. Skeptics are not a problem to be managed — they're a signal to be understood. The most common reason for AI skepticism is that the employee hasn't seen AI do something genuinely useful for their specific job.

A well-designed wow-moment and role-specific hands-on experience resolves most skepticism within a single session.