Kiwi Dynamics

Hawke's Bay · Applied AI

AI review and feedback, built for businesses operating in Napier-Hastings.

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The version of AI customer feedback that works for a Napier-Hastings business is rarely the version a national vendor would sell you. We build the one that fits how your team actually operates – usually with fewer parts than the off-the-shelf pitch.

What AI customer feedback actually does

Every Google review, NPS survey, support ticket, and social mention pulled into one place – themed, scored, and ranked by impact. You finally see what customers actually complain about.

  • 01 Pulls reviews from Google, Facebook, Trade Me, your forms
  • 02 Auto-themes complaints and praise into trends
  • 03 Alerts you to a bad review before it goes viral
  • 04 Drafts public review responses in your voice

Built on: Claude Google Business API Trustpilot Vercel

Hawke's Bay

The Napier-Hastings context, plainly.

  • Hawke's Bay runs on horticulture, wine, and tourism – three industries with sharp seasonal peaks AI can flatten.
  • From orchard ops to cellar door bookings, AI helps Hawke's Bay businesses staff right, forecast right, and chase fewer no-shows.

We work with teams across Napier-Hastings: Napier CBD · Ahuriri · Taradale · Hastings · Havelock North · Flaxmere.

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How we build AI customer feedback for a Napier-Hastings team.

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

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The outcome for Napier-Hastings teams

If we build the right slice first, Napier-Hastings teams feel the difference inside the first month. Star ratings up ~0.4 in 90 days from faster, on-brand responses.

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 customer feedback take to ship for Napier-Hastings businesses?

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

Do you have proof this works for Napier-Hastings businesses?

Direct case study: Star ratings up ~0.4 in 90 days from faster, on-brand responses. Happy to walk you through full numbers on a call.

Who owns the code and the model setup?

You do, on delivery. We deploy AI customer feedback into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude sits in your account too – we don't operate it from ours.

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