Kiwi Dynamics

Bay of Plenty · Applied AI

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

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Most of our Rotorua 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 efficiency audit is then designed against the detail, not the shape.

What AI efficiency audit actually does

A two-week audit that maps your team's actual time spend, finds the 5 highest-leverage AI plays, and ships the first one. No vapourware, no 80-slide decks – just one working thing.

  • 01 Time-and-motion review of your top 5 workflows
  • 02 Ranked AI opportunity list – ROI, effort, risk
  • 03 One pilot shipped in week two, not a six-month roadmap
  • 04 Fixed price, fixed scope, kept honest

Built on: Claude Notion Loom Linear Vercel

Bay of Plenty

The Rotorua context, plainly.

  • Rotorua is forestry, tourism, and a strong Māori-led economy – AI here works hardest when it respects relationships first.
  • From iwi-owned enterprises to international tour operators, Rotorua businesses want AI that handles peaks without flattening the manaakitanga.

We work with teams across Rotorua: CBD · Ngongotaha · Lake Tarawera · Reporoa · Tokoroa.

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How we build AI efficiency audit for a Rotorua team.

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

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The outcome for Rotorua teams

Average pilot saves 8 hours/week within 30 days of launch. For Rotorua 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 efficiency audit take to ship for Rotorua businesses?

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

Has this actually shipped for a real Rotorua?

Yes. Average pilot saves 8 hours/week within 30 days of launch. We'll share comparable engagements on the call.

Who owns the code and the model setup?

You do, on delivery. We deploy AI efficiency audit 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.

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