AI customer feedback in Whangārei.

AI customer feedback that lives in your stack, not on a vendor's roadmap. Shipped from Northland.

Whangārei moves timber out and fuel in through Marsden Point. We automate the dispatch records, contractor paperwork and invoicing for the firms that keep it running.

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. With the right workflow automated, nine hours of admin a week could drop to about one.*

*Illustrative example only, based on 9 hours a week of admin falling to about 1 hour a week. Actual results vary by workflow and business.

How Kiwi Dynamics works

We find the one workflow costing Whangārei businesses the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.

One workflow.
In production.
In weeks.

What AI customer feedback covers

We'd call the engagement a success when Whangārei teams are using the system without thinking about us.

  • Pulls reviews from Google, Facebook, Trade Me, your forms
  • Auto-themes complaints and praise into trends
  • Alerts you to a bad review before it goes viral
  • Drafts public review responses in your voice
  • No annual contracts
  • No AI theatre

Definitely not a typical AI agency.

We say when AI is not the answer

Production first, demo second

You keep the hours, the data and the system

*Every engagement is scoped and quoted up front. Results vary by workflow and business.

Whangārei, up close.

Northport at Marsden Point is New Zealand's northernmost deep-water port and mostly exports logs, woodchip and timber, while Channel Infrastructure's Marsden Point terminal imports fuel for Auckland and Northland.

Auckland and Northland make up about 40 per cent of New Zealand's fuel demand, supplied through the Marsden Point terminal.

Small crew or big organisation, the busywork is the same :)

Quotes with GST, consent paperwork, LBP records and health and safety logs: the admin every New Zealand trade business carries.

*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.

Questions Whangārei businesses ask

Has this actually shipped for a real Whangārei?

Yes. Star ratings up ~0.4 in 90 days from faster, on-brand responses. We'll share comparable engagements on the call.

What's the smallest engagement you'd take on?

A two-week paid discovery for Whangārei businesses that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.

How fast could we have AI customer feedback in production?

Eight to ten weeks for most Whangārei businesses. Faster if your data is in good shape and slower if we're untangling a legacy integration first. We'll give you a realistic number on the scoping call rather than the optimistic one.

Do you work with Xero?

Yes. Xero is one of the systems we build around, and we connect to the other tools you already run rather than asking you to switch.

Does scheduling handle public holidays?

It should. New Zealand has 11 national public holidays, including Matariki, plus a regional anniversary day that depends on where your business is.

Talk to us about AI customer feedback

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