AI photo tagging in Hamilton.

AI vision + tagging - wired into a Hamilton workflow, not bolted on the side.

Home of FieldaysAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across WaikatoHome of FieldaysAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across WaikatoHome of FieldaysAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across WaikatoHome of FieldaysAI vision + taggingBuilt in New ZealandProduction AI, not slidewareWorking across Waikato

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
Xero, founded in New Zealand

Hamilton mixes healthcare, manufacturing and the agritech that turns up at Fieldays every June. We build AI for the admin those businesses still do by hand.

Talk to us about Hamilton

How the work runs

We find the one workflow costing Hamilton 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

Less admin.
More weekend.
No theatre.

What AI photo tagging covers

The shape of the result for Hamilton teams: 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 shelfware or licences you do not use
No annual contracts

Built differently, on purpose.

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.

What Hamilton runs on.

Healthcare is Hamilton's largest employment sector at 16 per cent of jobs, alongside manufacturing, logistics, education and tech, and the University of Waikato and Wintec make it a centre of learning and research.

Fieldays at Mystery Creek is the Southern Hemisphere's largest agricultural event. Fieldays runs at Mystery Creek every June.

Talk to us about Hamilton

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.

Start a conversation

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

Good questions, answered

Is AI photo tagging worth it for a smaller Hamilton?

Often, yes - and counterintuitively the ROI is sometimes faster than for the big end of town because there's less integration overhead. We'll tell you honestly on the scoping call if it isn't.

What tools do you build AI photo tagging on?

For AI photo tagging we usually reach for Claude Vision, Replicate, Cloudinary, Vercel. We're tool-agnostic at heart - we pick what your Hamilton team can actually run after we hand the build over, not what looks good on a vendor sticker.

What's the realistic outcome for Hamilton 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.

Will it work alongside Fergus or Tradify?

We build around the tools you already run instead of replacing them. Fergus and Tradify are both job management tools built in New Zealand for trades.

Can it keep our building records in order?

Yes. Restricted building work must be done or supervised by a Licensed Building Practitioner, who provides a Record of Building Work, and AI can keep those filed per job.

Let's chat

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Contact us

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