AI that gives helpers--installation, maintenance, and repair workers their time back, not another dashboard.

Every helpers--installation, maintenance, and repair workers team we've worked with has a different definition of "broken".

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Installation, Maintenance, and RepairBuilt in New ZealandProduction AI, not slidewareHours back, not headcountInstallation, Maintenance, and RepairBuilt in New ZealandProduction AI, not slidewareHours back, not headcountInstallation, Maintenance, and RepairBuilt in New ZealandProduction AI, not slidewareHours back, not headcountInstallation, Maintenance, and RepairBuilt in New ZealandProduction AI, not slidewareHours back, not headcount

AI adoption in this role is still early - which is exactly where the edge is cheapest to win.

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We'd call the engagement a success when Helpers--Installation, Maintenance, and Repair Workers are using the system without thinking about us. AI adoption in this role is still early - which is exactly where the edge is cheapest to win Kiwi Dynamics

What changes for helpers--installation, maintenance, and repair workers week to week

Helpers--Installation, Maintenance, and Repair Workers 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

Built differently, on purpose.

Honest about what AI can and cannot do

Ships the one workflow that pays for itself

Hours given back, never the size of the invoice

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

How the work runs

We find the one workflow costing Helpers--Installation, Maintenance, and Repair Workers the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.

To start, tell us about your week

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.

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*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.

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Good questions, answered

Has this actually shipped for a real helpers--installation, maintenance, and repair workers team?

Yes. AI adoption in this role is still early - which is exactly where the edge is cheapest to win We'll share comparable engagements on the call.

Who owns the code and the model setup?

You do, on delivery. We deploy AI into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Book jobs while you are on the tools sits in your account too - we don't operate it from ours.

How do you price AI engagements?

Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most Helpers--Installation, Maintenance, and Repair Workers are surprised how small the first cheque is.

Can AI help with payday filing?

It can prepare it. Employers file employment information every payday, within 2 working days when filing electronically, and automation can have it ready for a person to check.

What happens when the Holidays Act is replaced?

The Employment Leave Act 2026 replaces it on 6 August 2028. Until then payroll follows the current Holidays Act, so leave calculations need to handle today's rules and the changeover.

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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.