Kiwi Dynamics

Gisborne · Applied AI

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

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The version of AI chatbots that works for a Gisborne 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

Gisborne

Where Gisborne operators actually lose hours.

  • Tairāwhiti runs on horticulture, forestry, and tight-knit communities – AI here is about lightening admin so people stay on the land and the boat.
  • Strong Māori economy, agriculture, and tourism shoulder peaks. AI tools that work offline and bilingually find a fast home here.

We work with teams across Gisborne: CBD · Kaiti · Mangapapa · Ruatoria · Wairoa.

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How we build AI chatbots for a Gisborne team.

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

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The outcome for Gisborne teams

The shape of the result for Gisborne teams: Handles 60-70% of routine enquiries without human input. Built on Claude, hardened with the rest of the stack as it scales.

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 chatbots take to ship for Gisborne businesses?

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

Do you have proof this works for Gisborne businesses?

Direct case study: Handles 60-70% of routine enquiries without human input. Happy to walk you through full numbers on a call.

Who owns the code and the model setup?

You do, on delivery. We deploy AI chatbots 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.