Canterbury · Applied AI

AI quoting that lives in your stack, not on a vendor's roadmap. Shipped from Canterbury.

Kaikōura businesses don't need another generic AI pitch. AI quoting only earns its keep when it's built around the workflow you actually run on a wet Tuesday, and that's how we scope every engagement we take on in Canterbury.

What AI quoting actually does

Customers send a photo, a brief, or a voicemail – AI drafts a structured quote in your pricing format. You review, tweak, send. Quotes go out the same day, not next week.

  • 01 Reads photos, voice notes, emails, and PDFs
  • 02 Uses your pricing rules and current material costs
  • 03 Drafts in your branded template, ready to send
  • 04 Tracks win/loss to make the next quote sharper

Built on: Claude Vision Whisper Xero Vercel

Canterbury

Our field notes from Kaikōura builds.

  • Kaikōura runs on whale-watching, hospitality, and fishing – AI here means handling spikes, language mix, and the weather changing the plan.
  • Marine tourism, accommodation, hospitality, and a tight local services sector. AI tools that speak multiple languages and handle weather pivots earn keep.

We work with teams across Kaikōura: Kaikōura township · South Bay · Hapuku · Oaro · Clarence.

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How we build AI quoting for a Kaikōura team.

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

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The outcome for Kaikōura teams

We'd call the engagement a success when Kaikōura teams are using the system without thinking about us. Quote turnaround drops from days to under an hour.

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 quickly can we see something running?

Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".

What's the smallest engagement you'd take on?

A two-week paid discovery for Kaikōura businesses that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.

Do you have proof this works for Kaikōura businesses?

Direct case study: Quote turnaround drops from days to under an hour. Happy to walk you through full numbers on a call.

What tools do you build AI quoting on?

For AI quoting we usually reach for Claude Vision, Whisper, Xero, Vercel. We're tool-agnostic at heart – we pick what your Kaikōura team can actually run after we hand the build over, not what looks good on a vendor sticker.

Twenty minutes, your call.

You describe what's broken. We'll tell you what we'd actually do about it.

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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.