The honest read on AI for teacher assistants in NZ and Australia.

Every teacher assistants team we've worked with has a different definition of "broken".

Educational Instruction and LibraryBuilt in New ZealandProduction AI, not slidewareHours back, not headcountEducational Instruction and LibraryBuilt in New ZealandProduction AI, not slidewareHours back, not headcountEducational Instruction and LibraryBuilt in New ZealandProduction AI, not slidewareHours back, not headcountEducational Instruction and LibraryBuilt in New ZealandProduction AI, not slidewareHours back, not headcount

How Kiwi Dynamics works

We find the one workflow costing Teacher Assistants 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

0.12% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).

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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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The shape of the result for Teacher Assistants: 0.12% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Built on Build lesson plans and resources, hardened with the rest of the stack as it scales. Kiwi Dynamics

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.

Not your typical AI agency.

We say when AI is not the answer

Production first, demo second

You keep the hours, the data and the system

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

What changes for teacher assistants week to week

Teacher Assistants sits within Education & Training, one of the sectors we build production AI for.

Build lesson plans and resources
Give students instant, cited help
Mark and give feedback faster
Turn one resource into many formats

Straight answers

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. Build lesson plans and resources sits in your account too - we don't operate it from ours.

How long does AI take to ship for Teacher Assistants?

We aim for a working pilot inside 4-6 weeks - narrow scope, real Teacher Assistants data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.

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 Teacher Assistants are surprised how small the first cheque is.

Do you work with Xero?

Yes. Xero is one of the systems we build around, and we connect to the other tools you already run rather than asking you to switch.

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.