AI for first-line supervisors of mechanics, installers, and repairers who want fewer tabs open, not more.
There's a version of "AI for first-line supervisors of mechanics, installers, and repairers" that gets bought off a shelf and quietly stops getting used inside a month.
0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).
What changes for first-line supervisors of mechanics, installers, and repairers week to week
First-Line Supervisors of Mechanics, Installers, and Repairers sits within Trades, Installation & Repair, one of the sectors we build production AI for.
- Book jobs while you are on the tools
- Draft quotes from photos and notes
- Chase invoices automatically
- Generate compliance paperwork
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
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.
By the numbers
Canada's overall AI usage sits at 4.37x its expected level, with Singapore leading at 5.53x.
Adoption is already well ahead of the curve, and the edge goes to whoever turns it into a concrete workflow first.
Already buried in admin? We'll sort the first workflow for you :)
Nine hours a week of admin is 468 hours a year. That could drop to about 52.*
*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.
What changes for First-Line Supervisors of Mechanics, Installers, and Repairers after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. 0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics
Good questions, answered
What's the smallest engagement you'd take on?
A two-week paid discovery for First-Line Supervisors of Mechanics, Installers, and Repairers 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.
Has this actually shipped for a real first-line supervisors of mechanics, installers, and repairers team?
Yes. 0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) We'll share comparable engagements on the call.
What tools do you build AI on?
For AI we usually reach for Book jobs while you are on the tools, Draft quotes from photos and notes, Chase invoices automatically, Generate compliance paperwork. We're tool-agnostic at heart - we pick what your first-line supervisors of mechanics, installers, and repairers team team can actually run after we hand the build over, not what looks good on a vendor sticker.
Can it keep track of ACC levies?
Yes. ACC work levies are set by the classification unit your work falls under, and self-employed people are invoiced after filing their tax return.
Can reminders follow the new WoF rules?
They need to. From 1 November 2026 many light vehicles aged 4 to 14 years move to a WoF every two years, and new vehicles get their second WoF at 4 years.
Let's chat
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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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