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

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

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

0.03% 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 Radiologists: 0.03% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Built on Handle bookings, triage and reminders by voice, hardened with the rest of the stack as it scales. Kiwi Dynamics

How it works in New Zealand

We find the one workflow costing Radiologists 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

What changes for radiologists week to week

Radiologists 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

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.

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

Definitely not a typical AI agency.

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.

Questions radiologists ask

When does AI actually pay back?

Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a radiologists team - so the savings start landing before the rest of the build is finished.

Anyone else in this space using AI?

Plenty. 0.03% 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.

Will this run on our own infrastructure?

Yes, where it makes sense. AI can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Handle bookings, triage and reminders by voice, Summarise notes in plain language, Answer staff questions over your protocols, Cut phone and paperwork time but the architecture supports your existing platform choices.

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.

Does it keep up with KiwiSaver changes?

It has to. The minimum employer contribution rose to 3.5 per cent on 1 April 2026 and rises to 4 per cent on 1 April 2028.

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