Waikato · Applied AI

AI roadmap + plan, built for businesses operating in Hamilton.

We've worked with enough operators in Hamilton to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI strategy project is sit with your team for a day before we propose anything.

What AI strategy actually does

A clear-eyed AI roadmap built for your business – not a generic deck. We sit with your team, map the high-value plays, and write the build order. You leave with a plan you could actually start tomorrow.

  • 01 On-site discovery with the people doing the work
  • 02 Ranked initiatives with ROI, effort, and risk
  • 03 Tool selection – not married to any vendor
  • 04 Phased 90-day plan you can execute or hand off

Built on: Claude Notion Miro Linear

Waikato

Where Hamilton operators actually lose hours.

  • 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 strategy 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 roadmap + plan.

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The outcome for Hamilton teams

Most plans pay for themselves in the first build. For Hamilton teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.

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 strategy take to ship for Hamilton businesses?

We aim for a working pilot inside 4-6 weeks – narrow scope, real Hamilton businesses 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 strategy 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 Hamilton businesses are surprised how small the first cheque is.

Can you walk us through a comparable build?

Yes – on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Most plans pay for themselves in the first build.

Who owns the code and the model setup?

You do, on delivery. We deploy AI strategy 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.

Worth a conversation?

Even if you don't end up working with us, you'll leave the call knowing what's worth building.

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