MCP integrations for physiotherapists.
For physiotherapists who want results in weeks, not a year-long transformation programme.
Notes, bookings and invoicing prepared by AI, so the physio spends the appointment with the patient.
How Kiwi Dynamics works
We find the one workflow costing physiotherapists the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
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.
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.
Knows the New Zealand rules.
Connects AI to the systems you already run, like Xero, so it can look things up and act without copy and paste.
- Xero, founded in New Zealand
- The Public Service AI Framework
- Holidays Act until August 2028
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. Kiwi Dynamics
Questions physiotherapists ask
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".
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.
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.
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.
How does this fit the Public Service AI Framework?
The framework, led by the Government Chief Digital Officer, asks for safe, transparent and accountable AI. Agencies that sign the Algorithm Charter also commit to transparency in how they use algorithms.
Talk to us about MCP integrations
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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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