Putting the Cooperative Model and AI to Work Inside the Office
Authored by Dan Miller, Associate Vice President, Edge Market and Solution Strategy, Edge
EdgeMarket rests on a simple idea: work done once, done well, and fully documented can provide value to many. One rigorous procurement, run properly and recorded properly, becomes a contract that hundreds of institutions, school districts, and government entities can use without repeating the effort. That is the whole premise of a cooperative.
This year we began applying that premise to the making of the procurement itself.
A procurement office needs a staff. Someone who owns policy. Someone who knows every clause of the master agreement. Someone who owns the solicitation method. Someone who produces the documents. Someone who checks the work before it goes out. Someone who keeps the record of issues encountered, decisions made, actions taken, ideas for future improvements, and more. Cooperatives rarely get all the staff resources they need, ours included. The work is carried by a few people playing all those parts at once, and the first thing to suffer under deadline is always the record.
We are piloting a different answer: a governed AI team, in which each of those parts is a named role with a charter and a defined territory.
What makes it a team rather than a set of tools is the discipline between the roles. No role edits another's work. When compliance review turns up something the master agreement must address, the need travels as a numbered hand-off, and the receiving role records a receipt: read, and here is what was done. Decisions are written down with their reasoning before they are acted on, numbered once, never renumbered and never deleted. If a decided position is superseded, the original stays in the record with the superseding entry beside it. Nothing is quietly improved after the fact.
Every one of these roles proposes. None of them decides. Our Purchasing Agent, Walter Lewis, remains the authorized agent for all procurements. Our outside counsel gates every legal position. I own the outcome. The AI team's job is to see that when a person decides, the analysis is complete, the precedent is in front of them, and the reasoning is captured as it is made rather than reconstructed months later for a reviewer.
"Our answer is not to promise that we are careful. It is to build a process in which care is structural."
– Dan Miller
Associate Vice President EdgeMarket and Solution Strategy
Edge
There is one role we have deliberately not created. EdgeMarket will never outsource bid evaluation to AI. Scoring proposals and evaluating bidders is judgment exercised by people accountable for the award, and it stays with them. What the AI team will eventually do is take the mechanical load off an evaluation committee: assembling materials, checking submissions for completeness, and capturing the panel's reasoning as it is given rather than reconstructing it afterward.
Today, we are in working pilot mode: running against live procurements, correcting as we learn. What it has already changed is capacity. Time that went into assembling and reconciling documents now goes into member needs, provider engagement, getting more contracts to market, and improving our processes and procedures. For members, that means a faster, more expansive cooperative with a deeper record behind every contract. For solution providers, it means expanded opportunity and market reach.
Oversight of cooperative purchasing in New Jersey has never been more demanding, and this is as it should be. Our answer is not to promise that we are careful. It is to build a process in which care is structural, and to be able to show the work.
In that spirit, one disclosure. The AI team helped write this article, under the same rules as everything else it touches. I directed it, I edited it, and I am accountable for every word.
Asking First, Then Buying
EdgeMarket procurements start with a need, a question, or an idea. Discussion, research, and internal and external vetting all take place before we commit to a procurement and draft documents. And before we publish a solicitation, we notify every registered member that it is coming, at least sixty days before it advertises, and we ask them how much they will actually need from it. The same notice invites them onto the evaluation committee. A cooperative contract is only worth what its members can use, and the surest way to get that wrong is to decide it in a conference room without them.
That is one half of a larger idea. The other half is the Edge Procurement Community, launching this fall at EdgeCon.
Somewhere in New Jersey today, a school business administrator is reading the same statute for the fourth time, a county college buyer is wondering whether anyone has ever bought this exact thing, and a municipal purchasing agent has been handed an eight-week procurement and three weeks to run it. They are solving the same problems. They have never met.
We are convening them: higher education, K-12, and local government, in one room, as procurement professionals rather than as sector delegates. The working group will meet in person at every EdgeCon, with shorter virtual sessions in between. The first meeting builds two things, a founding roster and an honest inventory of what makes procurement harder than it needs to be. And then we all get to work as a community to make those improvements.
Procurement is where institutional strategy becomes institutional spend. It deserves a seat at the planning table, not a summons after the plan is already set.
The Contract Nobody Knew They Had
Pareto's principle turns out to apply to cooperatives. By our rough count, only about one in five salespeople at our awarded vendors knows the company holds an EdgeMarket contract. Among those who do know, a fifth of them drive four fifths of the business.
That is not a vendor failure. A national sales organization has a great deal to keep track of, and an agreement signed in New Jersey does not announce itself in a branch office two time zones away.
In early 2025 we asked Erin Brink, Edge's Director of Member Engagement, to close that gap. Erin went at it with real verve, building working relationships with vendors' field sales organizations so their representatives could see what their own award already gives them: a contract competitively bid, awarded, and available to any eligible entity that wants it.
The effect showed up on the buying side. More members, in New Jersey and well beyond it, reached the pricing and the solutions our agreements had promised all along. Along the way, Erin and Michelle Ferraro, Edge's AVP of Business Development and Member Engagement, found themselves in front of higher education and consortium leaders in state after state.
Thirty-One States
As of this summer, EdgeMarket participants sit in thirty-one states. That did not come from advertising. It came from the work described above, one vendor sales team and one introduction at a time.
We are now being deliberate about it. Awareness campaigns are running in selected states, built on four moves: direct outreach to finance, technology, and procurement leaders; early adopters in each state introducing us to their peers; joint campaigns with our awarded vendors; and introductions to the regional education networks and consortia that serve those states.
That last one matters most. Many of those organizations would like to offer their members something like EdgeMarket and have no practical way to build one. They do not need to. Our affiliate partner program lets them bring it to their members as it stands.
The goal is unglamorous and easy to state: more entities using EdgeMarket contracts, and using them more.
Seven named AI roles. Each owns one area, and only that area.
AI Role » What it owns
Governance Steward »
The standards, the registers, and the record itself
Policy Manager »
The procurement policy library and its governed values
Master Agreement Manager »
The contract and its exhibits
RFP Master Document Manager »
The standard solicitation language and method
Document Production Manager »
Assembling finished documents from approved sources
Compliance Review Manager »
Routing and closing regulator review comments
Solicitation Managers »
One per active procurement
Cross-role work moves as a numbered hand-off with a receipt. Every decision is recorded with its reasoning before it is acted on. People direct, the AI team responds, people decide; the AI team prepares, drafts, checks, and records.