The handoff is the feature
An agent earns trust by knowing when to stop. How we design the stop condition, the escalation, and the log that makes both reviewable.
Most demos sell the opposite of this. They show an agent handling a conversation end to end, no human anywhere, and the implied promise is that with a better model it will handle everything. That is not the product a small business needs. The business needs an agent that handles the ordinary volume perfectly and gets out of the way — visibly, with context — the moment it shouldn’t be the one answering.
The handoff is not the failure path. It is the feature.
Why coverage is the wrong target
If you optimise an agent for “resolved without a human,” you are paying it to keep talking. Every hard case becomes something to be smoothed over rather than escalated. In a support tool with a thousand agents and a QA team, you find out about that in a dashboard next quarter. In a business with one owner and their name on the van, you find out when a customer is angry.
So we set the target differently. The agent should be correct on the cases it takes and fast to leave the ones it shouldn’t. A high handoff rate on genuinely unusual requests is a healthy number. A low one, with no complaints, usually means nobody has looked at the transcripts.
Designing the stop condition
We write the stop conditions before we write the happy path. They come out of the discovery week, in the client’s own words, and they fall into four groups.
Out of scope. Anything the agent was not built for. A different service, a different region, a question about a job from two years ago. These are cheap to detect and cheap to hand off.
Above the line. Work the agent could technically do but shouldn’t decide: a discount, a price on a non-standard job, a cancellation fee, a commitment about timing that the calendar can’t guarantee.
Risk. Emergencies, health questions, anything with a legal or safety edge. These get a scripted, useful first response — what to do right now — and then a human, fast.
Emotional temperature. A complaint, a repeat contact about the same unresolved thing, a customer who has already said “can I speak to someone.” Escalate on the first signal, not the third.
Two of those are about capability. Two are about judgement. It is the judgement ones that people forget to specify, and they are the ones that damage the business.
What a good handoff carries
A handoff that only says “customer needs help” has moved the work, not done it. Ours carry four things:
- Who: name, number, and how they contacted us.
- What: the transcript, not a summary. Summaries lose the sentence that mattered.
- What was already promised: any time, price, or commitment the agent stated out loud, so the owner doesn’t contradict their own business.
- Why it escalated: which stop condition fired.
And it has to land where the person already looks. A notification in a system nobody opens is a dropped ball with an audit trail. Usually that means a text or a task in the tool they check between jobs — their inbox, their calendar, their CRM. We fit the handoff to the habit, not the other way round.
There is a customer-facing half too. The agent says what is happening in plain language — that a person will pick this up, and roughly when — and then stops. It does not keep filling silence while it waits. Nothing erodes trust faster than an agent that clearly cannot help but will not admit it.
The log is the other half
An agent you cannot inspect is one you have to believe. We don’t ask clients to believe anything.
Every run writes a record: what came in, what the agent decided, which tools it called, what it wrote to the calendar or the CRM, what it said, and whether it handed off. It is readable by the owner, not just by us — plain rows, plain language, no trace viewer.
That log does three jobs. It settles disputes (“what did it tell them on Tuesday”). It is the source of the tuning work — you find the false escalations and the missed ones by reading, not by guessing. And it is what makes the thing handoverable: when we leave, the client can see exactly what their agent does all day without asking us.
The honest version of the pitch
We are not selling the removal of humans from the business. We are selling a front desk that never misses the ordinary and always fetches you for the rest. The ceiling on that is high, the floor is safe, and the client can see both.
An agent that knows when to stop is one you can leave running. That is the only kind worth building for someone whose reputation is the business.