AI Infrastructure

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.

Will today’s corporate device fleets be able to keep up with the AI that is coming, or headed for a painful upgrade gap?