Two ARC Advisory Group white papers on the next stage of AI in supply chain operations. AI is moving beyond isolated copilots and technical architecture into coordinated operational decision systems. This ARC Advisory Group white paper explains how supply chain AI is shifting from capability to execution, where context, governance, workflows, thresholds, and action pathways determine whether AI improves real decisions across planning, logistics, sourcing, fulfillment, and risk management.