"We trained everyone on AI, and nothing changed"

Training, not redesigning roles or workflows, was companies' top response to AI. Only 29% see significant return from generative AI. Microsoft calls it a breakdown across the whole system that connects leadership, culture, and management.

AO angle: diagnose before you design. The AI Work Allocation Canvas works well as a hands-on exercise here.