Every week another vendor demonstrates an AI agent that drafts a scope of work, checks a requisition or answers a buyer's question about thresholds. The demos are good. Then the agent meets an agency where the real procedure lives in two senior buyers' heads, half the paths have no written playbook, and status is whatever the last email said.
The agent doesn't fix that. It speeds it up.
An agent can only cite what was written
A knowledge assistant answers by retrieving from documents. If the professional-services path isn't written down, the assistant has two options: say it doesn't know, or make something up. The first is honest and useless. The second is dangerous, and it's what an under-specified system does when someone asks it confidently.
The same goes for an intake agent. It can check a requisition for completeness only if someone has defined what complete means for each path: which fields, which approvals, which thresholds send it to the board.
If a procedure isn't written down, an agent can't follow it. Writing it down is step one of making an agent safe.
What "written down" means in practice
- A playbook per path the agency actually uses: invitation for bid, request for proposals, qualifications-based selection, cooperative purchase, sole source, emergency.
- Thresholds and approvals stated so the dollar amount tells you the path before anyone has to ask.
- An identifier assigned at request and carried through closeout, so every action can be found.
- A crosswalk from the old procedure to the new one, so Legal can review the change line by line.
None of that is AI. All of it is what makes AI possible.
The order we work in
Munivera's procurement practice works in a fixed order: measure the current process, write the operating layer, then install it in the system of record. Automation, if it comes at all, comes after. At the Rhode Island Airport Corporation, the operating layer was a documented 15-step workflow, a numbering system and an 87-page guide with playbooks for nine procurement paths.
If your agency is being pitched an agent and the procedure it would follow isn't written yet, buy the writing first. It's cheaper, it pays off with people on day one, and it's the difference between automating a procedure and automating a habit.