Worked example · Everyday AI agent

An AI agent that chases your unsigned quotes

It checks every day. You approve each nudge. Signed.

Illustration: Maria, her firm, the customer, the job and the numbers are made up.

1Maria tells it once

Maria's brief

Confirmed
  • Check daily · 8 am
  • Nudge day 2
  • Nudge day 5
  • Final nudge day 10
  • Expires day 30
  • Stops on any reply
  • Ask first

Maria tells the agent once: how often to check, when to nudge, and to ask first.

2Every morning, it checks

  1. Check statussent, viewed or signed
  2. Count the days
  3. Reply or signed?yes means stop
  4. Draft a nudgein Maria's words
  5. Ask Maria

Sleep till tomorrow

Most mornings, nothing needs sending. The agent checks, counts and goes back to sleep.

330 days, one quote

Maria sent one quote and did nothing else. It was signed on day 6, and the follow-up stopped.

4It asks. Maria taps Send.

Checked 8:00 am: viewed, no reply ✓

Agent 8:00 am

Nudge the Lee quote?

Lee exterior repaint · $4,850 · day 2, no reply

Draft to Mr. Lee:

“Hi Mr. Lee, Maria here. Just checking you got the repaint quote. Happy to answer any questions or adjust anything. No rush.”

SendEditHold
Send

Rechecked just before sending: still unsigned ✓

Nothing goes to a customer until Maria says yes.

5Signed

Lee exterior repaintQuote #1042 · Sent Wed 4 Nov
Total$4,850
Signed Tue 10 Nov · day 6
SIGNED ✓
  • Day 10 nudge cancelled
  • Follow-up stopped
  • Maria not chased once

Signed. The agent stops, and the unused nudges are never sent.

Built-in limits

  • Stops on any replyA reply, a signature or "no thanks" ends it.
  • Asks firstMaria approves each nudge.
  • No price changesIt never offers a discount or edits a quote.
  • Logs everythingEvery check, draft and message.

Same pattern, your business

Illustrations, not client results.

Many field-service apps already send reminders on a fixed schedule. If that is enough, use it. An agent adds what comes after: reading the reply or the silence, changing the wording or channel, and passing a warm customer to Maria.

Which follow-up do you keep forgetting?

Book a free discovery call

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More details

Maria's full brief

Maria is a made-up owner of a six-person painting firm. She sends a quote the same day as the site visit, then goes back to work. Following up is the job she always means to do.

Maria's setup for the quote follow-up agent (all made up)
SettingMaria's choice
WhoMaria, owner of a six-person painting firm (made up)
Quote tool the agent readsThe quoting tool Maria already uses, to see whether a quote is sent, viewed or signed
Check time8 am every day
Nudge daysDay 2, day 5 and day 10 after the quote is sent
Quote expiresDay 30
Stops whenAny reply, a signature or "not interested"
ApprovalEach nudge, or later steps automatic if she chooses
ChannelThe one the customer already used with Maria
WordingMaria's own, drafted from her past messages and job notes
LimitsNo price changes, no discounts
LogEvery check and message

The eight chat bubbles in the first scene are the plain-language way of filling this in:

The conversation between the agent and Maria, as text
WhoWhat was said
AgentHow often should I check your open quotes?
MariaEvery morning.
AgentWhen should I nudge a customer who hasn't answered?
MariaDay 2, day 5 and day 10. Short and friendly.
AgentAnd when does a quote run out?
Maria30 days.
AgentSend the nudges yourself, or ask first?
MariaAsk me first. And stop the moment they reply.
What happens on every morning check
  1. Reads each open quote's status (sent, viewed, signed) in the tool Maria already uses.
  2. Counts the days since it was sent.
  3. If it is signed, replied to or declined: it marks the quote, stops the sequence and logs it.
  4. If today is day 2, 5 or 10 and there is no reply: it drafts the nudge in Maria's wording, using the customer's name and job.
  5. Sends Maria the draft for approval.
  6. Just before sending, it checks the status again. If it has changed, it cancels.
  7. Logs what was checked and what was done.
  8. Sleeps until tomorrow.

It does not guess whether a customer will sign.

The full 30-day timeline

All dates and amounts are made up. This table is also the data behind the timeline chart.

Sample 30-day timeline for one quote (illustrative)
DayDateWhat happenedOn the chart
Day 0Wed 4 NovQuote sent: $4,850Quote card
Day 1Thu 5 NovCustomer viewed the quote. Too soon to nudge.Grey eye
Day 2Fri 6 NovNudge 1 drafted. Maria approved it.Blue bubble, amber tick
Day 5Mon 9 NovNudge 2 drafted. Maria approved it.Blue bubble, amber tick
Day 6Tue 10 NovQuote signed. Follow-up stopped.Green dot, SIGNED stamp
Day 10Sat 14 NovDay 10 nudge cancelled: already signed.Hollow grey bubble
Day 30Fri 4 DecQuote would have expired.Grey flag
The three nudges in full

These three messages are examples. Maria's own wording, job notes and past messages would shape the real ones.

  • Day 2: “Hi Mr. Lee, Maria here. Just checking you got the repaint quote. Happy to answer any questions or adjust anything. No rush.”
  • Day 5: “Hi Mr. Lee, following up on the repaint quote. We have a few openings later this month if you'd like to get on the calendar. Anything I can clear up?”
  • Day 10 (final): “Hi Mr. Lee, I don't want to keep nudging you. The quote stands until 4 December. If it's not the right time, just tell me and I'll close it with no hard feelings.”

Maria edits, sends or holds each one.

If the customer answers, or something changes
  • Customer replies (any reply): the sequence stops and Maria is told, so she answers herself.
  • Customer signs: stamp, stop, log.
  • Customer says not interested: the quote is marked lost with the reason, and the sequence stops.
  • Maria edits the quote: the day count restarts only if she says so.
  • No answer after day 10: the quote goes back to Maria. It stays open until day 30, then is marked expired.
All the guardrails

Stops on any reply. A reply, a signature or "no thanks" ends the sequence.

Asks first. Maria approves each nudge before it goes out. See how we handle your data.

No price changes or discounts. It never edits a quote or offers a deal.

Right channel, right people. Messages go only through channels the customer already used with Maria, and only to people who agreed to be contacted. Check the rules for automated texts that apply in your area; we'd go through this in the discovery call.

No payment details. It never sees them.

Logs everything. Every check, draft and message.

What it can't do. It can't make a customer sign, and it can't tell you why they went quiet.

Do you already have this in your quoting app?

Many field-service apps already send automatic follow-ups on unsigned quotes, usually a small number of reminders a set number of days after the quote goes out, with text you can edit. If that covers your needs, use it: it's the simplest route.

Where an agent goes beyond a fixed schedule:

  • It reads what the customer did or didn't do (opened the quote, replied with a question, went quiet) and adjusts.
  • It drafts the wording from your job notes and past messages instead of a template.
  • It can suggest a different channel, such as a short email after two unanswered texts, for you to approve.
  • When a customer replies with interest or a question, it hands the warm lead to you with a summary, rather than sending another reminder.

Every message still waits for your yes. Check what your current tool already does before deciding.

The business examples in full

The pattern is the same each time: watch something, check on a schedule, act when a threshold is crossed, and keep a person in charge. These are illustrations too.

  • Home improvement: a painting, roofing or remodelling quote goes out and the customer goes quiet. On day 2 an agent drafts a friendly nudge, and you approve it before it is sent.
  • Translation agencies: a quote goes to a new client and nobody answers for three days. The agent drafts a follow-up for the project manager to approve.
  • Editing and small presses: an editor's invoice is unpaid past its terms. The agent drafts a polite reminder for the editor to approve.
  • Short-term rentals: check-in details are still missing two days before arrival. The agent drafts a reminder for the host to approve.

These are illustrations too.

How we'd start with you

We'd start with one workflow and a measurable goal, not a big project.

  1. Discover: a free call to understand your business, goals and where time is going.
  2. Assess: we map the workflow, measure the baseline and give you a prioritised AI roadmap with a fixed-price quote.
  3. Pilot: we build the first agent, demo progress weekly and launch it with human approval switched on.
  4. Scale & run: once the results are proven, we add agents, form teams and keep everything monitored and improving.

For this agent, the pilot would begin with the quotes sent in the last 30 days and approval switched on for every nudge.