Kiwi Dynamics

Bay of Plenty · Applied AI

AI customer support, built for businesses operating in Tauranga.

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The version of AI chatbots that works for a Tauranga business is rarely the version a national vendor would sell you. We build the one that fits how your team actually operates – usually with fewer parts than the off-the-shelf pitch.

What AI chatbots actually does

Trained on your business, not Wikipedia. AI assistants that answer pricing, hours, availability, bookings – and escalate cleanly when the customer needs a human.

  • 01 Trained on your documents, FAQs, and past tickets
  • 02 Books appointments, takes deposits, qualifies leads
  • 03 Live hand-off to a human when needed
  • 04 Daily quality reports so you stay in control

Built on: Claude OpenAI Custom RAG pipelines

Bay of Plenty

The Tauranga context, plainly.

  • Tauranga is one of NZ's fastest-growing cities – and with growth comes admin. AI here clears the backlog so teams can keep up.
  • Horticulture, marine, logistics through the Port of Tauranga, and a booming services scene. Local businesses want AI that scales with seasonal swing.

We work with teams across Tauranga: Mount Maunganui · Papamoa · Bethlehem · Greerton · Tauriko · Te Puke · Katikati.

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How we build AI chatbots for a Tauranga team.

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

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The outcome for Tauranga teams

If we build the right slice first, Tauranga teams feel the difference inside the first month. Handles 60-70% of routine enquiries without human input.

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 Tauranga 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.

Do you do hourly billing or fixed price?

Fixed price for the pilot, every time. After that it's your call – fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.

Anyone else in this space using AI chatbots?

Plenty. Handles 60-70% of routine enquiries without human input. The interesting question is rarely "does it work" – it's "is your team ready to use the output." That's what we'd scope on the call.

Can you work with our existing systems?

Yes. The default AI chatbots stack we reach for is Claude, OpenAI, Custom RAG pipelines, 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.

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