TL;DR: AI agents will replace process-heavy, workflow-based procurement activities like waiting for reviews, chasing approvals, scoring RFP responses, and tracking phases. They will not replace judgment work like supplier strategy, complex negotiation, or executive-level commercial decisions. The activities most at risk are the structured, repeatable, workflow-shaped ones built to move work between people. In short, if your work is workflow based, or is achieved via workflow orchestration, AI Agents can take care of it.

By Daniel Barnes, former procurement practitioner, procurement tech SME, and writer at World of Procurement.

Most procurement work today is shaped around a single constraint: human attention is scarce, so the function relies on structured workflows to move work between people. That is why phases, queues, status updates, and approval chains exist. AI agents do not have that constraint. They take unstructured input, apply policy directly, and report state on demand.

When the constraint moves, the workflow-shaped activities built around it move with it...yes, about time I hear you say.

Well that’s what I’m saying :D

The nine activities below are the ones most likely to disappear from a procurement team’s week as agents cover more of the supplier lifecycle.

Open a procurement pro’s calendar and you’ll find a queue (well you will if they block their calendar out - who does?).

NDAs waiting for legal.Renewals waiting for someone with context to take a look and make a call.Onboarding files waiting for a security review that takes a week to schedule.

The queue was never a workflow problem. It was a scarcity problem.

Too few reviewers...or too many people reviewing who only had 1% of time to offer, and too much arriving.

Agents don’t get scarce. They review on arrival and return judgement against criteria. The queue evaporates and what’s left is the unusual cases, which is the real work anyway.

Half the meetings on a procurement leader’s calendar exist to answer one question: where are we on this.

The dashboard exists for the same reason. So does the standup. So does the chasing email.

None of it was real work. It was a tax procurement teams paid because the information lived in too many places. Agents collapse that. State becomes a question with an answer, not a screen with a refresh button.

There’s a particular shade of fatigue procurement people know. It’s the third time you’ve reminded the same VP that a renewal needs sign-off this week, and they still haven’t responded.

Approval chains were a way of routing scarce attention. Agents apply policy directly. The work moves. Humans show up only for the genuine exceptions, which they’re better at handling anyway because they aren’t burned out from chasing the routine ones.

Every contract review function carries a hidden tax. Most of what gets reviewed is identical to what got reviewed last month. Standard MSAs. Standard NDAs. Standard order forms.

Reviewers know the answer before they open the document. They look anyway because that’s the process. Agents do this in seconds, with the rationale written out, and only escalate the deviations. Reviewers stop being the bottleneck and start being the judges of the unusual cases that actually need them.

Eight responses come in. Each one is fifty pages. Someone has to read them all and score them against the matrix. That’s a week of senior procurement time consumed by reading, not deciding. Agents read in parallel, score against criteria, and produce a ranked output with rationale. The procurement person spends the freed week on the actual decision: which supplier, which terms, which tradeoffs. Not on the input compilation that fed it.

Having spent weeks of effort on more complex procurements, especially in Govt, the acceleration this provides is a fundamental shift we need.

Vendor onboarding doesn’t take 30 days because there’s 30 days of work in it. It takes 30 days because security waits for legal, and legal waits for finance, and finance waits for procurement, and each handoff loses two days to inboxes. Most of the cycle is waiting. Agents work in parallel against the same vendor record. The bottleneck stops being whoever is slowest, and onboarding compresses to the actual amount of work involved, which is usually under a week.

Ofc, you might be reading this thinking our onboarding process takes way less time or way more time. But you get it.

Every March, someone runs a project to clean up the vendor master. Duplicates merged, missing fields filled, expired insurance certificates chased. By June, half the work has decayed and the master is dirty again. Continuous beats annual.

Agents catch duplicates as they’re created, flag missing fields when they appear, and chase expiring certs the day they expire. The annual project becomes a background process, and the data is actually clean year-round.

Most procurement teams have a story about an auto-renewal that nobody saw coming. A six-figure spend renewed for another year because the notice window passed and nobody flagged it.

The renewal calendar was supposed to prevent this, but it depended on someone looking at it. Agents watch every contract continuously.

Renewals get flagged 90 days early. The conversation about renew, renegotiate, or exit happens before the deadline, not after the surprise.

The most experienced procurement people in any team carry the lifecycle in their heads. They know which contracts are mid-negotiation, which onboarding is stuck on legal, which renewal is ninety days out.

That mental tracking is real work, and it takes years to develop. Agents sit across the lifecycle and surface it on demand. The senior person doesn’t have to carry it anymore. The work of holding everything in your head becomes the work of asking a question.

The pattern across all nine activities is the same. Each one exists because humans were the bottleneck and structured workflows were the answer. Agents do not have that bottleneck.

The unit of work shifts from “the workflow ran” to “the right thing happened on this piece of work”. From phases and handoffs to continuous and on-demand. From workflow tools to reference tools, with agents drawing on shared understanding (criteria, thresholds, escalation rules) every time they look at a piece of work.

Three actions accelerate the transition:

If you’re responsible for moving your procurement function in this direction, this is where the depth lives.

No. Agents replace process-heavy, workflow-based work, not judgement work. Supplier strategy, complex negotiation, executive-level commercial decisions, relationship management, and exception handling all stay with humans. What changes is the ratio: more time on judgement, less time on routine process work.

Agentic procurement describes a procurement function where AI agents handle routine work continuously across the supplier lifecycle, including sourcing, negotiation, review, onboarding, performance, and renewals, while humans focus on the decisions that require judgement. It is distinct from “procurement automation,” which usually means scripted workflows.

Procurement automation runs scripted steps inside a workflow. AI agents apply judgement against criteria and exceptions, working across the lifecycle rather than within a single step. Automation needs the workflow. Agents make the workflow itself less necessary.

The ones with the clearest criteria and the most repetitive human input. Standard contract review, vendor onboarding intake, RFP shortlisting, and renewal monitoring are the typical first deployments because the rules are either already documented or extractable from past decisions.

Most teams already have at least one agent in production, usually inside an existing workflow phase. Wider deployment across the supplier lifecycle is moving from early adopters to mainstream now, with the readiness gap between leading and lagging teams widening every quarter.

Document the criteria, thresholds, and escalation rules their best reviewers and negotiators apply. AI can extract these patterns from past decisions, but a human still needs to review and codify them. The teams that move fastest treat this codification work as the first AI deployment, not as preparation for it.

Daniel Barnes is a procurement practitioner with ten years of operational experience and more than fifty AI agents deployed in production. He writes and creates content for World of Procurement, a YouTube and Substack publication on the future of procurement work, read by 18,000+ procurement, legal, and operations leaders across the globe.