The honest read on AI for physical medicine and rehabilitation physicians in NZ and Australia.
Every physical medicine and rehabilitation physicians team we've worked with has a different definition of "broken".
What changes for physical medicine and rehabilitation physicians week to week
Physical Medicine and Rehabilitation Physicians 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
AI adoption in this role is still early - which is exactly where the edge is cheapest to win.
How much is the admin really costing you?
Nine hours a week of admin is 468 hours a year. That could drop to about 52.*
*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.
If we build the right slice first, Physical Medicine and Rehabilitation Physicians feel the difference inside the first month. AI adoption in this role is still early - which is exactly where the edge is cheapest to win Kiwi Dynamics
Definitely not a typical AI agency.
*Every engagement is scoped and quoted up front. 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.
On the tools or running at scale, the admin still eats the week :)
Quotes with GST, consent paperwork, LBP records and health and safety logs: the admin every New Zealand trade business carries.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
Questions physical medicine and rehabilitation physicians ask
Do you do hourly billing or fixed price?
Fixed price for the pilot, every time. After that it's your call - fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.
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.
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 physical medicine and rehabilitation physicians team - so the savings start landing before the rest of the build is finished.
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.
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.
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