Kiwi Dynamics

Bay of Plenty · Applied AI

Built and supported here – the way a Rotorua business would actually use it.

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Most of our Rotorua engagements start the same way: a 20-minute call where the owner describes a workflow we've heard before in shape but never in detail. AI call summaries is then designed against the detail, not the shape.

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

Bay of Plenty

What's different about doing this work in Rotorua.

  • Rotorua is forestry, tourism, and a strong Māori-led economy – AI here works hardest when it respects relationships first.
  • From iwi-owned enterprises to international tour operators, Rotorua businesses want AI that handles peaks without flattening the manaakitanga.

We work with teams across Rotorua: CBD · Ngongotaha · Lake Tarawera · Reporoa · Tokoroa.

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How we build AI call summaries for a Rotorua team.

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

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The outcome for Rotorua teams

If we build the right slice first, Rotorua 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

When does AI call summaries 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 Rotorua – so the savings start landing before the rest of the build is finished.

Do you do hourly billing or fixed price?

Fixed price for the pilot, every time. After that it's your call – fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.

What's the realistic outcome for Rotorua businesses?

Sales coaching scales to every rep without doubling manager time. 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 call summaries can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Twilio, AssemblyAI, Claude, Vercel but the architecture supports your existing platform choices.

The honest version of a sales call.

No deck. No discovery doc. Just whether this is worth building and what it would cost.

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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.