AI photo tagging in Nelson.

Built and supported here - the way a Nelson business would actually use it.

Australasia's biggest fishing portAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across Nelson-TasmanAustralasia's biggest fishing portAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across Nelson-TasmanAustralasia's biggest fishing portAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across Nelson-TasmanAustralasia's biggest fishing portAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across Nelson-Tasman

On the tools or running at scale, the admin still eats the week :)

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

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

Seafood, forestry and horticulture move through Nelson every day. We build AI that handles the shipping paperwork, compliance records and invoicing that follow them.

Tell us about your week

Built around how New Zealand works.

Site photos tagged by job, address and stage, ready for the records a code compliance certificate needs.

Consent first, sign-off after
Restricted work needs an LBP
Serious breaches get reported

What Nelson runs on.

Nelson Tasman has the fastest growing blue economy in the country, and Nelson is home to Australasia's biggest fishing port.

Sealord, Talley's and NZ King Salmon all operate from the region. Nelson Anniversary Day falls on on or near 1 February.

Talk to us about Nelson

Small team.
Real systems.
Zero fluff.

What AI photo tagging covers

Photo admin time cut from hours per week to minutes.

Auto-tag with content, room, defect, or product type
Generates listing captions and alt text for SEO
Detects safety hazards in site photos
Filing into your DAM, project tool, or Drive
No annual contracts
No AI theatre

How Kiwi Dynamics works

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

To start, tell us about your week

Built differently, on purpose.

Straight answers, even when the answer is no

One workflow live in weeks, not a programme

Measured in hours back, not slides

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

Good questions, answered

Can you work with our existing systems?

Yes. The default AI photo tagging stack we reach for is Claude Vision, Replicate, Cloudinary, Vercel, but we'll bend it around whatever you already run - Xero, HubSpot, Shopify, Cin7, your own in-house apps. The discovery week maps every data source before any build starts.

What's the realistic outcome for Nelson businesses?

Photo admin time cut from hours per week to minutes. We don't promise tenfold lifts because we don't see them outside of marketing decks.

What's a typical engagement length for Nelson businesses?

Six to twelve weeks for the build, then a short managed-services month while the system goes from "shipped" to "owned by your team". After that you keep us on retainer if you want, or take it from there yourself.

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.

Can reminders follow the new WoF rules?

They need to. From 1 November 2026 many light vehicles aged 4 to 14 years move to a WoF every two years, and new vehicles get their second WoF at 4 years.

Talk to us about AI photo tagging

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