AI photo tagging is overhyped at the macro level and underused at the workflow level. For a NZ chiropractor, that gap is where the actual ROI lives – and where most of our work happens.
Chiropractors · Applied AI
The version of AI photo tagging that chiropractors still use a year after launch.
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
Why chiropractors are different
Chiropractors run their businesses unlike anyone else.
- Chiropractic clinics run on repeat visits, and keeping a treatment plan on schedule takes constant follow-up.
- Rebooking and treatment plan adherence are what most affect a chiropractic clinic's outcomes and revenue alike.
How we build AI photo tagging for chiropractors.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a chiropractor business, so value lands before the build is finished. AI vision + tagging.
Talk to usThe outcome for chiropractors
If we build the right slice first, chiropractors feel the difference inside the first month. Photo admin time cut from hours per week to minutes.
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
When does AI photo tagging actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a chiropractor – so the savings start landing before the rest of the build is finished.
How do you price AI photo tagging engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most chiropractors are surprised how small the first cheque is.
Has this actually shipped for a real chiropractor?
Yes. Photo admin time cut from hours per week to minutes. We'll share comparable engagements on the call.
Will this run on our own infrastructure?
Yes, where it makes sense. AI photo tagging can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude Vision, Replicate, Cloudinary, Vercel but the architecture supports your existing platform choices.
The honest version of a sales call.
No deck. No discovery doc. Just whether this is worth building and what it would cost.
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.