AI adoption is accelerating, but speed without cognitive safeguards can weaken the human judgement organisations depend on. This article explores how leaders can use the NIST AI Risk Management Framework alongside Forgechemy’s human-centred adoption lens to protect critical thinking, accountability and decision quality.

AI adoption is becoming a leadership KPI. But once usage becomes visible, comparable and measured, people start responding to the metric. The real question is not whether people are using AI, but whether the work is actually improving.