Example builds
What a build actually looks like.
Two builds for each industry we work with, step by step. The labels matter: plenty of useful automation is not AI at all, so where a step needs judgment or language we use AI, and where plain software does the job, that is what we build. Anything that goes out the door passes a person first.
Home services & trades
The problems we solve here →A quote from the field
- auto
A tech's photos and job notes come in from the site.
- AI
A written estimate is drafted from them, using your price book.
- you
You look it over and approve from your phone.
- auto
It goes out the same day and lands on a follow-up schedule.
- AI
Each follow-up is drafted around what the customer actually said.
- auto
The sequence stops on a booking or a no, and the invoice goes out when the job closes.
Quotes leave the same day and stop going cold while the crew is on a roof.
A renewal that would have lapsed
- auto
Maintenance plans and seasonal work are tracked with their dates.
- auto
The ones coming due surface a few weeks ahead.
- AI
A renewal note is drafted in your voice, with their service history in mind.
- you
You approve the batch over coffee.
- auto
Bookings land on the schedule; quiet ones resurface once more before the season.
Renewals stop lapsing because nobody had time to chase them.
Medical & dental practices
The problems we solve here →A patient goes overdue
- auto
The recall list comes out of your practice system, inside the practice.
- AI
Outreach is drafted for each patient, matched to their history.
- you
Staff review and approve before anything is sent.
- auto
Reminders go out and responses land back on the schedule.
- auto
No-replies quietly resurface later instead of falling off.
A fuller schedule from patients you already have, and patient data never leaves the building.
A claim comes back denied
- auto
The denial lands from the clearinghouse with its reason code.
- AI
An appeal is assembled from the record: notes, codes, the payer rule it meets.
- you
Your biller reviews it and files.
- auto
The deadline is tracked until the payer answers.
Denied money gets appealed instead of written off because appeals took time nobody had.
Accounting firms
The problems we solve here →Season documents, handled
- auto
Client documents land in one intake spot, whatever the format.
- AI
The numbers come off receipts and statements into the right fields.
- auto
Everything reconciles against the books, and mismatches get flagged.
- you
A person signs off on anything that touches the books.
Hours back per return during the crunch, and nothing posts without sign-off.
The client inbox in March
- auto
Requests land in the shared inbox all day.
- AI
Each one is sorted: routine question or judgment call.
- AI
The routine ones get replies drafted from the file.
- you
A partner clears the drafted queue once a day.
- auto
Judgment calls route to the right person with the context attached.
Clients get answers the same day, and the team spends its time on judgment.
Restaurants
The problems we solve here →A supplier invoice, checked
- auto
Supplier invoices get captured the day they arrive.
- AI
Line items are read off each one, whatever the format.
- auto
Every price is checked against what you paid last month.
- auto
Anything that crept goes on a short weekly list.
- you
You take that list into the supplier call.
Price creep gets caught the week it starts, not at month-end.
A review lands at lunch
- auto
The review comes in from Google or Yelp.
- AI
A response is drafted in your voice, specific to what they said.
- you
The manager approves it between services.
- auto
It posts, and the week’s reviews roll into one short pattern summary.
Every review gets a real answer within a day, and the patterns stop hiding.
Auto repair shops
The problems we solve here →Declined work, followed up
- auto
Declined work gets logged off the estimate when the car leaves.
- auto
It resurfaces when the work is actually coming due.
- AI
A reminder is drafted in your voice, specific to the car and the job.
- you
The service writer approves it between customers.
- auto
Booked jobs land on the schedule; the rest resurface later.
The biggest pile of pre-sold revenue in the building stops sitting idle.
The estimate keeps pace with the bay
- auto
The tech's notes and photos come in from the bay.
- AI
An estimate is drafted from them, priced from your book.
- you
The service writer checks it and sends for approval.
- auto
The customer approves by text, and the work order updates.
- auto
The invoice goes out the day the car leaves.
Paperwork keeps pace with the shop floor instead of trailing it by days.
Property managers
The problems we solve here →A 6am maintenance request
- auto
The request lands, from email, text, or the portal.
- AI
It gets read: what broke, which unit, how urgent it really is.
- auto
Routine jobs go to the right vendor with the details attached.
- you
Anything urgent or expensive gets a human decision first.
- auto
The tenant hears back either way, and the whole trail is logged.
The maintenance inbox stops eating the day, and nothing urgent waits.
Owner reports, out on the first
- auto
The month's numbers come out of the systems you already run.
- AI
The report is drafted, with the odd numbers explained instead of buried.
- you
The manager reads it once and sends.
- auto
Every owner gets theirs the same date every month.
Reports go out on time every month, and the days they used to eat go to the portfolio.
Real estate agents
The problems we solve here →A 9pm listing inquiry
- auto
The inquiry lands from the portal while you are at dinner.
- AI
A real answer is drafted: their questions, the property, a next step.
- you
You approve it from your phone.
- auto
Showing times get offered against your actual calendar.
- auto
The lead stays on follow-up until it books or says no.
Leads hear back in minutes, before the other agent calls back.
Past clients, kept warm
- auto
Home anniversaries and the moments worth a note are tracked.
- AI
A genuinely personal note is drafted, their details, not a template.
- you
You edit or approve each one.
- auto
It goes out, and the next natural touch gets scheduled.
A warm past-client base that refers, without a Sunday spent on cards.
Yours would look different.
These are shapes, not products. A build starts from how your business already works, and the free call is where that starts.