Sample: AI Phone Agent Handling a Plumber Lead
This worked example walks through a representative after-hours call to the AI phone agent for a private plumber. It shows the call the agent received, the structured output captured during the conversation, and the reviewer notes that turned a raw transcript into a job lead the plumber could act on the next morning.
The call that came in
A residential customer rang at 9:40pm reporting a slow leak under the kitchen sink. They wanted a same-day callout, gave a callback number, and read out a postcode and a partial address. The line was a little noisy, and one postcode digit was hard to make out.
The agent did not try to book the job or quote a price. Its job on this call was narrow: greet the caller, confirm this was a plumbing issue inside the service area, capture the details that matter for a callback, and set the urgency. That scope is set during after-hours call answering intake, so the agent stays inside it.
What was captured
During the call the agent filled a consistent fields block:
- Caller name and callback number — captured and read back to the caller for confirmation.
- Issue — slow leak under the kitchen sink.
- Urgency — same-day callout requested.
- Location — postcode and partial address, marked as inside the service area.
Alongside the fields, the agent wrote a two-line plain-language summary so the plumber could grasp the job without reading the whole transcript.
What the reviewer changed
Before the lead was delivered, a human reviewer checked it against the recording. Two corrections came out of that pass:
- The postcode had a misheard digit. The reviewer listened back, fixed it, and confirmed it sat inside the service area.
- The address line was incomplete — the caller never gave a unit number. Rather than guess, the reviewer added a flag: confirm the unit number on callback.
That review step is the difference between a transcript and a usable lead. The agent captures fast; the reviewer makes sure nothing wrong or invented reaches the plumber.
The deliverable
The plumber opened one short lead the next morning: a clear issue, a confirmed callback number, a same-day urgency tag, and one explicit thing to confirm on the call. No listening back to a recording, no guessing at a postcode.
This example is intentionally short. It shows the shape of the deliverable, not every call type a real service handles. Volume, hours of coverage, and how deeply each call is reviewed are settled at intake.