Waikato · Applied AI

Built and supported here – the way a Hamilton business would actually use it.

Most of our Hamilton engagements start the same way: a 20-minute call where the owner describes a workflow we've heard before in shape but never in detail. AI meeting notes is then designed against the detail, not the shape.

What AI meeting notes actually does

Every call, site visit, or toolbox talk captured, summarised, and turned into action items in your CRM or project tool. No more 'who was meant to do that?'.

  • 01 Works on Teams, Zoom, Meet, or in-person recordings
  • 02 Action items auto-pushed to ClickUp, Asana, or Jira
  • 03 Searchable history across every meeting your team holds
  • 04 Confidentiality controls – what stays internal, stays

Built on: Whisper Claude Recall.ai Vercel

Waikato

What's different about doing this work in Hamilton.

  • Hamilton sits at the centre of NZ's biggest agri-economy. AI here is about turning farm and supply-chain data into action – fast.
  • Dairy, agritech, transport, and a growing professional services sector. Hamilton businesses want AI that works in the ute and on the farm – not just in the office.

We work with teams across Hamilton: CBD · Hamilton East · Frankton · Rototuna · Te Rapa · Cambridge · Te Awamutu · Morrinsville.

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How we build AI meeting notes for a Hamilton team.

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

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The outcome for Hamilton teams

The shape of the result for Hamilton teams: Saves managers ~5 hours a week on follow-up admin. Built on Whisper, hardened with the rest of the stack as it scales.

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 a typical engagement length for Hamilton businesses?

Six to twelve weeks for the build, then a short managed-services month while the system goes from "shipped" to "owned by your team". After that you keep us on retainer if you want, or take it from there yourself.

Are there hidden costs we should plan for?

Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.

Has this actually shipped for a real Hamilton?

Yes. Saves managers ~5 hours a week on follow-up admin. We'll share comparable engagements on the call.

Can you work with our existing systems?

Yes. The default AI meeting notes stack we reach for is Whisper, Claude, Recall.ai, Vercel, but we'll bend it around whatever you already run – Xero, HubSpot, Shopify, Cin7, your own in-house apps. The discovery week maps every data source before any build starts.

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.