Kiwi Dynamics

Auckland · Applied AI

AI inbox manager, built for businesses operating in Waiheke Island.

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We've worked with enough operators in Waiheke Island 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 email triage project is sit with your team for a day before we propose anything.

What AI email triage actually does

Inbox gets the AI treatment – drafts replies, files quotes, escalates the urgent, and snoozes the noise. Your team starts the day at zero, not 200 unread.

  • 01 Drafts replies in your tone, ready to send
  • 02 Auto-files attachments to the right job folder
  • 03 Detects complaints and pings the right person
  • 04 Weekly digest of what was handled while you slept

Built on: Claude Gmail API Microsoft Graph Vercel

Auckland

What's different about doing this work in Waiheke Island.

  • Waiheke is wine, hospitality, and high-touch tourism – AI here handles the spike when the ferry lands.
  • Cellar doors, restaurants, accommodation, and the trades that maintain it all. AI tools that handle bookings and reviews quietly are gold.

We work with teams across Waiheke Island: Oneroa · Onetangi · Palm Beach · Surfdale · Ostend.

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How we build AI email triage for a Waiheke Island team.

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

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The outcome for Waiheke Island teams

What changes for Waiheke Island teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. Inbox time cut from 2 hours/day to under 30 minutes.

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

When does AI email triage actually pay back?

Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a Waiheke Island – so the savings start landing before the rest of the build is finished.

How do you price AI email triage 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 Waiheke Island businesses are surprised how small the first cheque is.

Has this actually shipped for a real Waiheke Island?

Yes. Inbox time cut from 2 hours/day to under 30 minutes. We'll share comparable engagements on the call.

Will this run on our own infrastructure?

Yes, where it makes sense. AI email triage can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, Gmail API, Microsoft Graph, Vercel but the architecture supports your existing platform choices.

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.