
ChainSignal Editorial
Agentic AI in Procurement and Supply Chain: From Pilots to Production in 2026
This article helps CPOs and supply chain leaders understand the distinct paradigm of agentic AI — autonomous, stateful agents that execute multi-step workflows — versus stateless GenAI tools. It covers real use cases, the adoption chasm (95% of pilots fail), governance requirements (glass-box, audit trails, human-in-the-loop), and a phased implementation roadmap for 2026-2028.
Covers: Agentic AI architecture, autonomous sourcing, supplier risk monitoring, contract management, negotiation agents, governance frameworks




