Tasman · Applied AI

For Motueka operators who want a working pilot in weeks, not a year-long programme.

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

What AI efficiency audit actually does

A two-week audit that maps your team's actual time spend, finds the 5 highest-leverage AI plays, and ships the first one. No vapourware, no 80-slide decks – just one working thing.

  • 01 Time-and-motion review of your top 5 workflows
  • 02 Ranked AI opportunity list – ROI, effort, risk
  • 03 One pilot shipped in week two, not a six-month roadmap
  • 04 Fixed price, fixed scope, kept honest

Built on: Claude Notion Loom Linear Vercel

Tasman

Where Motueka operators actually lose hours.

  • Motueka is hops, apples, and a steady tourism flow toward Abel Tasman – AI here helps growers and operators handle peak weeks without panic.
  • Horticulture, hospitality serving Abel Tasman tourism, and a small but resilient services sector. AI tools that work for owner-operators fit.

We work with teams across Motueka: Motueka · Mapua · Tasman · Riwaka · Kaiteriteri.

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How we build AI efficiency audit for a Motueka team.

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

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The outcome for Motueka teams

We'd call the engagement a success when Motueka teams are using the system without thinking about us. Average pilot saves 8 hours/week within 30 days of launch.

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 efficiency audit 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 Motueka – so the savings start landing before the rest of the build is finished.

How do you price AI efficiency audit 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 Motueka businesses are surprised how small the first cheque is.

What's the realistic outcome for Motueka businesses?

Average pilot saves 8 hours/week within 30 days of launch. We don't promise tenfold lifts because we don't see them outside of marketing decks.

Will this run on our own infrastructure?

Yes, where it makes sense. AI efficiency audit can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, Notion, Loom, Linear, Vercel but the architecture supports your existing platform choices.

Skip the pitch.

Tell us the workflow and we'll come back with what we'd build first.

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