Most family and general practitioners we talk to aren't short of software – they're short of an hour back in the day. That's the lens we put on AI for this role: not a tech showcase, but a careful look at the one workflow where family and general practitioners are paying for the same problem to be solved twice.
AI by role · New Zealand & Australia
AI for family and general practitioners who want fewer tabs open, not more.
By the numbers
0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026). For context, Australia's overall AI usage sits at 4.11× its expected level and Canada at 4.37× (with Singapore leading at 5.53×) — adoption is already well ahead of the curve, so the edge goes to whoever turns it into a concrete workflow first.
Family and General Practitioners sits within Healthcare, one of the sectors we build production AI for.
Without Kiwi Dynamics
With Kiwi Dynamics
Where AI helps
What changes for family and general practitioners week to week.
- Handle bookings, triage and reminders by voice.
- Summarise notes in plain language.
- Answer staff questions over your protocols.
- Cut phone and paperwork time.
How we build AI for family and general practitioners.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your team, so value lands before the build is finished. The durable wins augment a person rather than replace them — a human approves anything that matters.
Talk to usThe outcome for Family and General Practitioners
0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) For Family and General Practitioners, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.
Not your 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
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Questions
FAQ
How quickly can we see something running?
Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".
What's the smallest engagement you'd take on?
A two-week paid discovery for Family and General Practitioners 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.
Can you walk us through a comparable build?
Yes – on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. 0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026)
What tools do you build AI on?
For AI we usually reach for Handle bookings, triage and reminders by voice, Summarise notes in plain language, Answer staff questions over your protocols, Cut phone and paperwork time. We're tool-agnostic at heart – we pick what your family and general practitioners team team can actually run after we hand the build over, not what looks good on a vendor sticker.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.