In every business there is one person everybody interrupts. They are not the boss. They are the one who knows how things actually work.
The job today
The question comes in. Sometimes from a customer, sometimes from a new hire, most often from a colleague who could find the answer themselves in twenty minutes and would rather ask the person who knows it in twenty seconds.
Is that covered. What did we quote them last time. What is our policy on that. Which version of the contract are they on. Has this part been discontinued. What do we do when a customer asks for X.
The answer exists. It is in a contract, a policy document, a job file, an old email, or in somebody's head from a decision made two years ago. Finding it takes minutes to hours. Asking the person who knows takes seconds, so everybody asks the person who knows.
That person is therefore interrupted constantly, and the interruptions arrive during the work only they can do. Meanwhile new people take months to become useful, not because the work is hard but because the answers are undocumented and the only retrieval method is asking.
And a share of these questions come from customers, who are waiting on hold or waiting on an email for something your records already know.
What the agent does
It reads your material — the policies, the contracts, the procedures, the job history, the product information, the past decisions — and answers questions from it.
Three things separate this from typing the question into a chatbot, and all three matter.
It answers from your records, not from general knowledge. A general model will tell you what a typical warranty policy says. That is worse than useless, because it is plausible and wrong. This answers from your warranty policy, the one you actually operate under.
It shows its source. Every answer comes with the document and the section it came from, so the person receiving it can check. This is what makes it trustworthy in practice: nobody has to take its word for anything, and the checking takes five seconds rather than twenty minutes.
And it says when it does not know. This is the design decision that determines whether the whole thing survives. A system that confidently invents an answer once will be abandoned, correctly, and the abandonment is permanent. So the honest "I could not find this — here is who to ask" is not a limitation to be engineered away. It is the feature that makes the other answers believable.
For live questions — where is my order, when is the technician coming, what is the balance — it reads the system of record rather than a document, and answers from the current state.
What changes
The person everybody interrupts gets their week back. Not entirely; the hard questions still reach them, and should. What stops is the forty routine ones, which is most of the volume and almost none of the value.
New people become useful faster. They can ask the questions they are embarrassed to ask a third time, and they get a real answer with the source attached, which teaches them where things live rather than just telling them the answer.
And where you point it at customers, the wait disappears. A question that used to take a callback gets answered while they are still on your website, which is a service improvement and a cost reduction at the same time.
What it connects to
Your documents, wherever they actually are. The shared drive, the email archive, the contract folder, the intranet nobody updates. Getting these into one readable place is usually the bulk of the work, and it produces a side benefit — you find out what is out of date.
Your systems of record, for anything about the current state of a customer, an order or a job.
A rule about who can see what. This is the genuinely hard part and it is not technical. An internal answer desk that everybody can ask will happily tell a junior employee what a colleague earns, or what margin you make on a customer, if that is in the material it reads. Who is allowed to ask what has to be decided deliberately, before it goes anywhere near a live audience — and it is doubly true for anything customer-facing.
And someone who owns the material. A confident answer from a policy you replaced in 2024 is worse than no answer. The material needs an owner and a review rhythm, or the thing quietly degrades from useful to dangerous over about eighteen months.