What an AI employee should own, and what it should never
The first decision in any AI role is not which tool to use. It is where the line sits between work that repeats and judgement that stays human.
Write the week down before you choose anything
Before a role gets defined, spend one week writing down what actually comes through the business. Every enquiry, invoice, quote request, complaint, supplier email. Then split the list in two. On one side, work that arrives in the same shape and gets answered the same way each time. On the other, work where every instance needs you to think. The first list is where a managed role earns its money. The second is where a person stays, no matter how good the tools get.
Draw the approval line in writing
A role that can act without anyone signing off is a liability in a ten-person business, no matter how well it is built. Sit down and list, in plain words, which outputs must wait for a named human before they leave the building. A quote over a certain value. Anything that goes to a new customer. Anything that moves money. That one document does more for your confidence than any feature list on a sales page.
Define the capacity, not the promise
Owners do not want “unlimited”. They have been sold unlimited before and it meant nothing. What you want to know is how much work the role carries and what it costs to keep it carrying that work. Defined capacity is the honest commitment: a stated volume agreed up front, then reviewed against real output. If the role does less than the number, that is a conversation. If it does more, you have headroom to plan against.
Give the role somewhere to escalate
The most common failure in a first AI role is not bad output. It is a role that hits something it has never seen and either guesses or stalls silently. Build in an escalation path from day one: an email address, a flag in the report, a rule that says anything over this amount comes straight to me. The role should know what it does not know, and know where to put it.
Keep the standard visible
If nobody can point to the agreed standard, nobody can tell when quality has slipped. A short reporting rhythm — what was done, what was approved, what had to be corrected — keeps both sides honest and makes the role maintainable. It also tells you when it is time to expand what the role handles, which is usually sooner than you expect.