AI for medical scientists, except epidemiologists who want fewer tabs open, not more.
There's a version of "AI for medical scientists, except epidemiologists" that gets bought off a shelf and quietly stops getting used inside a month.
0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).
What changes for Medical Scientists, Except Epidemiologists after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. 0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics
Definitely not a typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
What changes for medical scientists, except epidemiologists week to week
Medical Scientists, Except Epidemiologists sits within Science & Research, one of the sectors we build production AI for.
- Summarise literature with citations
- Clean and explore datasets
- Draft methods and reports
- Answer questions over your documents
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.
Small crew or big organisation, the busywork is the same :)
The questions a public sector buyer asks, answered up front: privacy impact, the NZISM, where the data lives and how an algorithm is held to account.
*Illustrative example based on nine hours a week of admin. Actual 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.
Straight answers
What tools do you build AI on?
For AI we usually reach for Summarise literature with citations, Clean and explore datasets, Draft methods and reports, Answer questions over your documents. We're tool-agnostic at heart - we pick what your medical scientists, except epidemiologists team team can actually run after we hand the build over, not what looks good on a vendor sticker.
What's the smallest engagement you'd take on?
A two-week paid discovery for Medical Scientists, Except Epidemiologists 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.
Anyone else in this space using AI?
Plenty. 0.02% 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.
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.
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.
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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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