AI meeting notes for auto mechanics.
For auto repair shops who want results in weeks, not a year-long transformation programme.
Built differently, on purpose.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Reminders timed to each car's WoF, which from 1 November 2026 moves to every two years for many 4 to 14 year old vehicles.
On the tools or running at scale, the admin still eats the week :)
Quotes with GST, consent paperwork, LBP records and health and safety logs: the admin every New Zealand trade business carries.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
The pattern across most auto repair shops we work with.
Mechanics quote from underneath a car and answer the phone from underneath a car, and one of those always loses.
Booking, quoting, and parts follow-up are the admin layer that decides how many cars a workshop can turn over in a week.
What AI meeting notes actually do
Every call, site visit, or toolbox talk captured, summarised, and turned into action items in your CRM or project tool. With the right workflow automated, nine hours of admin a week could drop to about one.*
*Illustrative example only, based on 9 hours a week of admin falling to about 1 hour a week. Actual results vary by workflow and business.
How Kiwi Dynamics works
We find the one workflow costing auto repair shops the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
The shape of the result for auto repair shops: Saves managers ~5 hours a week on follow-up admin. Built on Whisper, hardened with the rest of the stack as it scales. Kiwi Dynamics
Questions auto repair shops ask
What if our auto repair shop doesn't have any data ready?
Most don't. Getting the data into shape - ingestion, cleaning, the lightweight contracts you need before any model is useful - is part of the engagement. For AI meeting notes specifically, we typically run that work on Whisper, Claude, Recall.ai, Vercel and assume messy starting conditions from day one.
Do you have proof this works for auto repair shops?
Direct case study: Saves managers ~5 hours a week on follow-up admin. Happy to walk you through full numbers on a call.
What's the smallest engagement you'd take on?
A two-week paid discovery for auto repair shops that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.
What does the Privacy Act 2020 mean for AI?
The same rules apply as for any system holding personal information. A breach that could cause serious harm must be reported to the Privacy Commissioner, who expects it within 72 hours.
Does scheduling handle public holidays?
It should. New Zealand has 11 national public holidays, including Matariki, plus a regional anniversary day that depends on where your business is.
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