Kiwi Dynamics

Tasman · Applied AI

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

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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 call summaries project is sit with your team for a day before we propose anything.

What AI call summaries actually does

Every customer call recorded, transcribed, summarised, and coached. Managers spot what's working, reps see what to fix, and customers get follow-ups that actually reference what they said.

  • 01 Auto-summary into your CRM after every call
  • 02 Coaching scorecards for sales and support reps
  • 03 Detects compliance phrases (or missing ones)
  • 04 Searchable archive – find the call that mentioned X

Built on: Twilio AssemblyAI Claude Vercel

Tasman

Why Motueka businesses are a fit for this.

  • 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 call summaries 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. AI call notes + coaching.

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The outcome for Motueka teams

If we build the right slice first, Motueka teams feel the difference inside the first month. Sales coaching scales to every rep without doubling manager time.

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 call summaries take to ship for Motueka businesses?

We aim for a working pilot inside 4-6 weeks – narrow scope, real Motueka 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.

Are there hidden costs we should plan for?

Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.

Anyone else in this space using AI call summaries?

Plenty. Sales coaching scales to every rep without doubling manager time. The interesting question is rarely "does it work" – it's "is your team ready to use the output." That's what we'd scope on the call.

Who owns the code and the model setup?

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