AI photo tagging in Kerikeri.

AI photo tagging designed around the way a Kerikeri team actually runs.

Orchards going in, paperwork piling upAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across NorthlandOrchards going in, paperwork piling upAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across NorthlandOrchards going in, paperwork piling upAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across NorthlandOrchards going in, paperwork piling upAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across Northland

New kiwifruit orchards keep going in around Kerikeri, and every hectare adds rosters, compliance records and invoices. We build AI that keeps the paperwork in step.

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What AI photo tagging actually does

Job-site photos, property listings, product shots, before/afters - auto-tagged, captioned, and filed in seconds. With the right workflow automated, nine hours of admin a week could drop to about one.*

With the workflow automated Without

*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 Kerikeri 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

The shape of the result for Kerikeri teams: Photo admin time cut from hours per week to minutes. Built on Claude Vision, hardened with the rest of the stack as it scales. Kiwi Dynamics

From one-person trades to national organisations, we find the hours :)

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.

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

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

Kerikeri, up close.

Kerikeri-Waipapa is the largest and fastest growing centre in the Far North, with a strong horticulture industry, and kiwifruit is Northland's largest and most valuable crop.

Kerikeri-Waipapa accounts for 26 per cent of all regional employment in horticulture. Kiwifruit picking and packhouse work run from about March to mid-June.

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Good questions, answered

What does AI photo tagging cost for a Kerikeri?

Pilots start from a fixed scope priced to land a measurable result inside 6 weeks. Pricing depends on data volume, integration complexity, and whether you need us on managed services afterwards. We'll quote precisely after a 30-minute scoping call.

What's the realistic timeline for AI photo tagging with a Kerikeri?

Most Kerikeri businesses have their first usable slice in week 5 or 6. We'd rather ship narrow and real than broad and aspirational - your team gets to use the thing well before the engagement is "done".

What happens if we want to swap a vendor out later?

AI photo tagging is built behind a small adapter layer specifically so swapping a model provider or a data source is a one-day job, not a re-architecture. Claude Vision, Replicate, Cloudinary, Vercel are our defaults, but the build is intentionally portable.

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.

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.

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