AI adoption is accelerating, but capability is diverging. While most professionals now use AI tools, only a minority are integrating them into real workflows with structured judgement and governance. This article explores the compounding nature of AI practice, the widening capability gap, and why agentic AI will make depth of expertise, not tool access, the true competitive advantage for organisations and leaders.