Gartner® Deploy AI Agents in Procurement: A Roadmap to Success

Summary

Procurement is now the proving ground for enterprise AI. Gartner's March 2026 research maps the CIO roadmap for deploying machine buyers and delivers a clear signal: only the organizations that pilot, govern, and scale agents now will earn the AI leadership mandate.

With five sequenced phases spanning pilot to scale, this report outlines the strategic imperatives every CIO and CPO needs to act on, from selecting the right first workflow to redesigning roles for an agent-led procurement function.

What You Will Learn

This report gives CIOs and CPOs a five-phase roadmap for deploying procurement agents at enterprise scale, anchored by NEC's case study of compressing negotiation time from forty-eight hours to under one minute. You will learn how to pick the right first workflow, why blending platform capabilities with your own context beats buying or building, and how to codify the tacit knowledge that decides whether your agents earn trust.

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^{Gartner, Deploy AI Agents in Procurement: A Roadmap to Success, Meghna Joshi and Don Scheibenreif, 13 March 2026. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.}