AI translation for auto mechanics.

Auto repair shops-grade AI translation, shipped by people who've done it before.

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.

The friction auto repair shops hit that other industries don't.

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.

Not your typical AI agency.

Straight answers, even when the answer is no

One workflow live in weeks, not a programme

Measured in hours back, not slides

*Every engagement is scoped and quoted up front. Results vary by workflow and business.

What AI translation actually does

Reach more of Aotearoa. 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 it works in New Zealand

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.

Small crew or big organisation, the busywork is the same :)

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.

One workflow.
In production.
In weeks.

What AI translation covers

We'd call the engagement a success when auto repair shops are using the system without thinking about us.

  • Te reo Māori with macron support and reviewed terminology
  • Voice translation for support calls in real time
  • Glossary-locked terms so brand language stays consistent
  • Human-reviewer workflow for high-stakes content
  • No annual contracts
  • No AI theatre

Straight answers

How quickly can we see something running?

Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".

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's the realistic outcome for auto repair shops?

Expanded customer reach by 22% with multilingual support live. We don't promise tenfold lifts because we don't see them outside of marketing decks.

Can it help with health and safety records?

It can keep them organised. A business must notify WorkSafe of notifiable events and keep those records for at least five years.

Is our data kept in New Zealand?

Kiwi Dynamics hosts its own infrastructure in New Zealand, under New Zealand governance. If personal information ever has to go offshore, privacy principle 12 requires comparable protection.

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