AI Isn’t an IT Project. It’s a Work Redesign.
New research shows AI is reshaping job responsibilities faster than most plans account for. AI work redesign is a leadership task: shifting from managing roles to designing systems.
The AI Skills Divide Is a Leadership Problem
PwC’s 2026 survey shows AI splitting the workforce into four groups. The gap reflects access and clarity, not effort, which makes it a leadership design problem.
When AI Does the Junior Work, Where Does Judgment Come From?
As AI takes on the routine work that once trained early-career employees, leaders have to design how judgment gets built, rather than assuming it will develop on its own.