Kiwi Dynamics

Wellington · Applied AI

AI customer support, built for businesses operating in Wellington.

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We've worked with enough operators in Wellington 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 chatbots project is sit with your team for a day before we propose anything.

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

Wellington

Why Wellington businesses are a fit for this.

  • Wellington runs on policy, tech, and tight talent pools. AI here is about scaling expertise – not replacing it.
  • From central-government contractors to Kilbirnie tradies, Wellington teams want AI that respects security, privacy, and a healthy scepticism. We build accordingly.

We work with teams across Wellington: Te Aro · Thorndon · Newtown · Kilbirnie · Karori · Johnsonville · Petone · Lower Hutt.

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How we build AI chatbots for a Wellington team.

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

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The outcome for Wellington teams

The shape of the result for Wellington 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

When does AI chatbots 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 Wellington – so the savings start landing before the rest of the build is finished.

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 Wellington businesses are surprised how small the first cheque is.

Can you walk us through a comparable build?

Yes – on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Handles 60-70% of routine enquiries without human input.

Will this run on our own infrastructure?

Yes, where it makes sense. AI chatbots can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, OpenAI, Custom RAG pipelines but the architecture supports your existing platform choices.

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.