Kiwi Dynamics

Auckland · Applied AI

For Pukekohe operators who want a working pilot in weeks, not a year-long programme.

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We've worked with enough operators in Pukekohe 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 Pukekohe.

  • Franklin and South Auckland's growth corridor – horticulture, food processing, and trades supporting a constant build boom.
  • Vegetable growing, food processing, and a rapidly expanding residential market. AI tools that respect long days and small teams win.

We work with teams across Pukekohe: Pukekohe · Waiuku · Tuakau · Bombay · Patumāhoe.

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How we build AI email triage for a Pukekohe team.

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

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The outcome for Pukekohe teams

We'd call the engagement a success when Pukekohe teams are using the system without thinking about us. 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 Pukekohe – 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 Pukekohe businesses are surprised how small the first cheque is.

What's the realistic outcome for Pukekohe businesses?

Inbox time cut from 2 hours/day to under 30 minutes. We don't promise tenfold lifts because we don't see them outside of marketing decks.

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.

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