The honest read on AI for surgeons in NZ and Australia.

When surgeons ask us what AI actually changes, the first question we put back is the same one every time: which part of your week, if it disappeared, would change how you feel on a Friday?

Start a conversation

Healthcare Practitioners and TechnicalBuilt in New ZealandProduction AI, not slidewareHours back, not headcountHealthcare Practitioners and TechnicalBuilt in New ZealandProduction AI, not slidewareHours back, not headcountHealthcare Practitioners and TechnicalBuilt in New ZealandProduction AI, not slidewareHours back, not headcountHealthcare Practitioners and TechnicalBuilt in New ZealandProduction AI, not slidewareHours back, not headcount

We'd call the engagement a success when Surgeons are using the system without thinking about us. 0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics

0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).

Start a conversation

How Kiwi Dynamics works

We find the one workflow costing Surgeons 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

Definitely not a typical AI agency.

We say when AI is not the answer

Production first, demo second

You keep the hours, the data and the system

Start a conversation

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

From one-person trades to national organisations, we find the hours :)

Quotes with GST, consent paperwork, LBP records and health and safety logs: the admin every New Zealand trade business carries.

Start a conversation

*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.

What changes for surgeons week to week

Surgeons sits within Healthcare, one of the sectors we build production AI for.

Handle bookings, triage and reminders by voice
Summarise notes in plain language
Answer staff questions over your protocols
Cut phone and paperwork time

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.

Talk to us

Questions surgeons ask

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. Handle bookings, triage and reminders by voice sits in your account too - we don't operate it from ours.

Anyone else in this space using AI?

Plenty. 0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) The interesting question is rarely "does it work" - it's "is your team ready to use the output." That's what we'd scope on the call.

How long does AI take to ship for Surgeons?

We aim for a working pilot inside 4-6 weeks - narrow scope, real Surgeons 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.

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.

Can it remind us about the annual return?

Yes. Every company must file an annual return with the Companies Office each year, separate from its tax return.

Let's chat

Start

Contact us

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