Kiwi Dynamics

Marlborough · Applied AI

AI-generated quotes, built for businesses operating in Blenheim.

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

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

Marlborough

Why Blenheim businesses are a fit for this.

  • Marlborough is wine, aquaculture, and tourism – three industries running on tight margins where AI quickly pays for itself.
  • Vineyards, cellar doors, mussel farms, and a thriving cycle-trail tourism economy. AI here means forecasting the season and never missing a booking.

We work with teams across Blenheim: CBD · Renwick · Picton · Havelock · Seddon.

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How we build AI quoting for a Blenheim team.

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

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The outcome for Blenheim teams

Quote turnaround drops from days to under an hour. For Blenheim teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.

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 quoting take to ship for Blenheim businesses?

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

Has this actually shipped for a real Blenheim?

Yes. Quote turnaround drops from days to under an hour. We'll share comparable engagements on the call.

Who owns the code and the model setup?

You do, on delivery. We deploy AI quoting into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude Vision 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.