Beyond AI Adoption: Redesigning the organisational systems for value

A practical look at why AI adoption often feels harder than expected. This paper explores how work is changing beneath the surface—across roles, decision-making, and capability development—and where misalignment is limiting value. It offers a clear way to diagnose what’s happening and identify where organisational systems need to evolve.