AI-powered supply chains require work redesign, not only automation

Supply-chain analysis argues that AI adoption creates value when roles, workflows and decision rights are redesigned rather than when existing tasks are simply automated. Supply-chain operating models should specify which decisions move to AI, which remain human, how outcomes are measured and how financial value is linked to planning changes.