AI adoption usually fails for human reasons, not technical ones. This essay explains the behavioural failure modes that stall progress: automation bias, algorithm aversion, blurred accountability, and shadow adoption. It closes with five practical leadership interventions to protect judgement, keep decision-making clear, and build AI into real workflows safely.