Kiwi Dynamics

Physiotherapists · Applied AI

For physiotherapists who want results in weeks, not a year-long transformation programme.

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Most physiotherapists we talk to aren't short of dashboards or tools – they're short of an hour back in the week. That's the lens we put on MCP integrations: not a tech showcase, but a careful look at the one or two workflows where a physiotherapist is paying for the same problem to be solved twice.

What MCP integrations actually does

Wire Claude, ChatGPT, or Gemini directly into your tools with the Model Context Protocol. Your team uses AI in their existing inbox, CRM, or chat – with your data, your permissions, your guardrails.

  • 01 Custom MCP servers for your CRM, ERP, or in-house tools
  • 02 Permission-aware so AI only sees what each user can
  • 03 Tool-call audit log for compliance
  • 04 Works with Claude Desktop, ChatGPT, Cursor, and more

Built on: MCP Claude TypeScript Vercel

Sector context

Where physiotherapists actually lose hours and dollars.

  • 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 MCP integrations 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. Connect Claude to your stack.

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The outcome for physiotherapists

We'd call the engagement a success when physiotherapists are using the system without thinking about us. Existing AI tools become 10x more useful with real business context.

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

What's the realistic timeline for MCP integrations with a physiotherapist?

Most physiotherapists have their first usable slice in week 5 or 6. We'd rather ship narrow and real than broad and aspirational – your team gets to use the thing well before the engagement is "done".

Is MCP integrations worth it for a smaller physiotherapist?

Often, yes – and counterintuitively the ROI is sometimes faster than for the big end of town because there's less integration overhead. We'll tell you honestly on the scoping call if it isn't.

Has this actually shipped for a real physiotherapist?

Yes. Existing AI tools become 10x more useful with real business context. We'll share comparable engagements on the call.

What happens if we want to swap a vendor out later?

MCP integrations is built behind a small adapter layer specifically so swapping a model provider or a data source is a one-day job, not a re-architecture. MCP, Claude, TypeScript, Vercel are our defaults, but the build is intentionally portable.

Sketch this with us.

We'll map your real workflow before quoting anything.

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