Physiotherapists · Applied AI

AI knowledge base that fits a physiotherapist's week, not the other way around.

When a physiotherapist asks us about AI knowledge base, 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? We start the build from that answer.

What AI knowledge base actually does

Your team's tribal knowledge, finally searchable. Upload your SOPs, training videos, past emails, and Slack threads – your team asks questions and gets answers with citations.

  • 01 Ingests PDFs, Word docs, videos, Slack, Notion, Drive
  • 02 Answers with citations back to source documents
  • 03 Permission-aware – staff only see what they should
  • 04 Detects stale docs and prompts owners to update

Built on: Claude Pinecone Vercel AI SDK Postgres MCP

The physiotherapists reality

What we keep hearing from NZ physiotherapists.

  • Physio clinics run tight appointment books where a single no-show or late reschedule costs real revenue.
  • ACC paperwork, rebooking, and treatment plan follow-ups eat the hours physios would rather spend with patients.
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How we build AI knowledge base for physiotherapists.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a physiotherapist business, so value lands before the build is finished. Internal AI knowledge base.

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The outcome for physiotherapists

If we build the right slice first, physiotherapists feel the difference inside the first month. New staff get to productive 3x faster – less senior-team interruption.

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

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

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Kiwi Dynamics, that drops to about 52.

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*Based on 9 hours a week of admin at Kiwi Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

Questions

FAQ

How long does AI knowledge base take to ship for physiotherapists?

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

How do you price AI knowledge base engagements?

Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most physiotherapists are surprised how small the first cheque is.

Has this actually shipped for a real physiotherapist?

Yes. New staff get to productive 3x faster – less senior-team interruption. We'll share comparable engagements on the call.

Who owns the code and the model setup?

You do, on delivery. We deploy AI knowledge base into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude sits in your account too – we don't operate it from ours.

The honest version of a sales call.

No deck. No discovery doc. Just whether this is worth building and what it would cost.

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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.