We've worked with enough operators in Nelson to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI photo tagging project is sit with your team for a day before we propose anything.
Nelson-Tasman · Applied AI
Built and supported here – the way a Nelson business would actually use it.
What AI photo tagging actually does
Job-site photos, property listings, product shots, before/afters – auto-tagged, captioned, and filed in seconds. Search your photo library like it's a database.
- 01 Auto-tag with content, room, defect, or product type
- 02 Generates listing captions and alt text for SEO
- 03 Detects safety hazards in site photos
- 04 Filing into your DAM, project tool, or Drive
Built on: Claude Vision Replicate Cloudinary Vercel
Without Kiwi Dynamics
With Kiwi Dynamics
Nelson-Tasman
Why Nelson businesses are a fit for this.
- Nelson is creative, outdoorsy, and full of clever small businesses – AI here is about giving owner-operators their evenings back.
- Aquaculture, hops, tourism, and a deep creative sector. Nelson teams want tools that fit a smaller crew without enterprise overhead.
We work with teams across Nelson: CBD · Stoke · Tahunanui · Richmond · Motueka · Brightwater.
Talk to us about this →
How we build AI photo tagging for a Nelson team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Nelson business, so value lands before the build is finished. AI vision + tagging.
Talk to usThe outcome for Nelson teams
Photo admin time cut from hours per week to minutes. For Nelson teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.
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
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Questions
FAQ
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.
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.
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.
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.
Worth a conversation?
Even if you don't end up working with us, you'll leave the call knowing what's worth building.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.