Service recovery · Manufacturing and distribution
Order-exception agents for plants and distributors
An agent sits on the exception loop: late orders, short ships, expedites, and status asks. It packs ERP and email facts, drafts customer and vendor updates, and opens asks when a promise would be invented. A named ops lead accepts anything outbound. That is a production install, not a dashboard.
The exception floor. The plant stops living in “where is my order.”
- Owner
- A named operations lead
- First buy
- Field Survey $9,500, then a $24,000 Single Agent Install
- Industry
- Manufacturing and distribution
Industry: Manufacturing and distribution. This is a pattern, not a named-client story.
The stake
Why a mid-size company feels this.
On a $15–80 million plant or warehouse, happy-path orders are not the first install. The expensive loop is the exception: late trucks, short ships, and “where is my order.” One person lives in that inbox. An exception floor gives the company its afternoon back without inventing a Friday.
Who this is for
- Manufacturers and distributors whose status work sits in one inbox.
- A named ops lead who can accept a date or a concession.
- Companies that already have an ERP and do not need another dashboard.
How you know it is working
- Exceptions closed the same day with an accepted outbound note.
- Customer updates that cite the last accepted promise, not a new invented ETA.
- Repeat contradictions — two Fridays promised to one account — dropping to zero.
The scene
What the week looks like now.
On a $15–80 million plant or warehouse floor, the expensive work is not the happy path. It is the exception: a late truck, a short ship, a customer who wants a date, a vendor who went quiet. One person lives in that inbox. Everyone else waits on that person.
Mid-market operators do not need an enterprise control tower. They need a bot that can read the thread, pack the last accepted promise, and draft the next move without inventing a ship date.
This is exciting because it gives the company its afternoon back. Status work becomes a pack. Escalations stay human. The graph remembers which customers were promised what — so two agents cannot contradict each other next week.
The loop
Four moves. Same protocol.
01
Triage
Inbound status mail, portal tickets, and internal pings become exception records with a customer, an order, and a clock.
02
Pack
The bot pulls accepted facts: last ship date, open lines, who owns the account, what was already promised. Proposed inventory numbers stay labeled.
03
Draft
Customer and vendor messages are drafted in the company’s voice. Missing facts become questions to ops, not guesses to the customer.
04
Ingest
Once a human sends, the promise, the date, and the owner write back into the graph. The next pack is smarter.
Division of labor
The bot drafts. The owner accepts.
What the agent does
- Watch the exception queue across email and the tools you already pay for.
- Pack order status, prior promises, and hard rules (no invented ETAs).
- Draft a customer update and, when needed, a vendor expedite.
- Escalate when the fact required to answer is missing.
What a human accepts
- Any date or quantity told to a customer.
- Any concession, credit, or priority change.
- Whether the draft may be sent.
- When an exception is closed.
Buy
What this usually costs
Start with a Field Survey if the exception loop is messy. A Single Agent Install ($24,000) covers one queue and two or three tools. If front-of-house status and back-of-house expediting must share memory, buy the $36,000 Loop & Graph System. Circuit is how the queue does not rot.
Boundaries
What this use case is not
- A bot that invents a ship date to make the thread go quiet.
- Unsupervised credits or pricing.
- A rip-and-replace of the ERP. The bot reads what you already run.
Questions
Direct answers
Continue
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Why these three first
The written argument for revenue, recovery, and cash.
If this is your loop, name it.
Tell us the work that repeats. Helixfield will say whether a Field Survey is the right first move — or that it is not.