Workflow
Operations
Inventory monitoring and reorder triggers
The threshold is written down and the level is recorded, and nobody compares them until something runs out. An agent runs the comparison on a cadence, for warehouse stock or the supply closet, and stops at a reorder a person approves.
The short answer
Short answer
An agent tells you what to reorder by comparing each count to the threshold or par level you wrote, on a cadence you set, and drafting a recommendation with the evidence attached.
It works for warehouse stock and for the office supply closet alike. A person approves every order, and the agent places none.
Today
Why does an item run out when the threshold was written down?
The reorder point for each item sits in a spreadsheet, or with the person who has always done the ordering. The stock count gets checked when somebody walks past the shelf, and the record gets updated when somebody remembers. The item runs out on the day a job needs it, and the rush order that follows costs more in attention than the item was worth. Nobody compared the level to the threshold, because comparing them was nobody's job.
Who is this for?
An operations lead or owner-operator carrying physical stock: parts, materials, packaging, finished goods. It also fits the office manager who keeps the supply closet stocked, where the counting is done by hand and the rule is a par level taped inside a cabinet door. Both have a written rule and a count. What neither has is someone whose job is to compare the two.
What changes when the comparison runs on a cadence?
| Part of the job | When someone remembers | With an agent comparing |
|---|---|---|
| The check | A walk past the shelf | Every item, against its written rule, on your cadence |
| The rule | In a spreadsheet or one person's head | Written per item, and applied only as written |
| The recommendation | A note that something looks low | Level, rule, recent movement and supplier on record, together |
| A count that looks wrong | Passed through into an order | Flagged and held for a recount |
| The order | Placed in a rush | Placed by the person who approves it |
How it works, step by step
The threshold exists and the level exists. The missing step is the comparison, run on a cadence and reported to a person, and the workflow owns that comparison and stops at the recommendation.
01
Read levels on your cadence
The agent reads stock levels from the records you authorize, on the schedule you set, so the check does not wait for someone to look. For office supplies, the record can be the count a person enters during a weekly walk of the closet.
02
Compare each item to its written rule
It checks each item against the reorder threshold or par level you wrote for it, and only against that. An item with no written rule goes to the person who owns the thresholds, and the agent never guesses one.
03
Spot what crossed or moved
It surfaces the items at or below their rule, and the items whose movement changed against their own recent pattern.
04
Assemble the recommendation
For each item it builds a recommendation with the level, the rule, recent movement and the supplier on record. For a par-level item, the draft reorder is the quantity that brings the count back to par, so the person deciding reads a case and not just a number.
05
Flag a count that disagrees with the record
A count that contradicts the record, or a closet count that jumps for no visible reason, is named and held, so a bad number does not become a bad order.
06
Human gate: the buyer approves the order
Every recommendation goes to the person who decides what to buy. They approve it, change the quantity, or decline it, and they place the order. The agent orders nothing and writes no stock record. That split follows the separation of duty principle: NIST describes separation of duty as the principle that no user should be given enough privileges to misuse the system on their own.
07
Report the watch list
It lists the items near their rule, the recommendations waiting on a decision, and the items that crossed since the last cycle.
Left to a person
What does the workflow leave to a person?
The order
It drafts. A person approves and places every order.
The stock record. It reads counts and writes none of them.
The rules
You set each threshold and par level, and changing one is a person's decision.
New suppliers
It drafts against the supplier on record. Choosing a different one is the buyer's call.
The fallback. The rules and the records live in your systems, so the comparison can be run by hand at any point without the agent.
Where this fits
Workflow / Automate a Workflow
This is a Tier 1 engagement, Automate a Workflow: one process, from a count to a routed recommendation. The order and the decision stay a person's, and the recommendation becomes a request that purchase approval workflows that don't stall routes to the approver. Run the readiness checklist first to see whether your rules are written down well enough to compare against. The agent-run operations back office is a possible next step from here, not a promised state. If you want an outside frame for how the agent itself is governed, the NIST AI Risk Management Framework is intended for voluntary use and to improve the ability to incorporate trustworthiness considerations into the design, development, use, and evaluation of AI products, services, and systems. The use case library has the related workflows.
How does the supply closet differ from the stockroom?
| Question | Operations and production stock | Office supplies |
|---|---|---|
| The written rule | A reorder threshold per item | A par level: the count to restock up to |
| Where counts come from | An inventory or ERP system | A person's periodic count, entered on a form |
| What the agent drafts | A reorder recommendation with its evidence | One combined order that brings each low item back to par |
| Who approves | The buyer or operations lead | The office manager or whoever holds the supplies budget |
Related reading
- Purchase approval workflows that don't stall: where an approved recommendation goes next.
- Exception detection and routing across your ops stack: the same watch-and-route pattern applied to the seams between systems.
- The agent-run operations back office: what several of these workflows look like run together.
Tier 1 / Prove
How It Works
Questions, answered
No. It recommends, a person decides, and no stock record is written by the workflow. The order step is gated by default and opens only on your decision. The rules and the records live in your systems, so the check can be run by hand at any point without the agent.
AI Opportunity Audit · Reorder triggers
Find where your reorder rule actually lives
Bring the item that ran out most recently and find where its threshold lived.
Related use cases
Back to Use Cases
Workflow
Operations
Purchase approval workflows that don’t stall
An approval stalls in the gap between the request and the decision, where nobody owns the chase. This is how an agent assembles, routes and
Learn More
Workflow
Operations
Exception detection and routing across your ops stack
The exception already exists in one of your systems; nobody is watching the seam between them, so it is found by the person it hurts.
Learn More
Department
Operations
The agent-run operations back office
Mercury Digital builds custom AI agents that run back-office work for mid-size businesses: close, AP, approvals and reporting, with named human oversight.
Learn More