Semantic search (RAG) 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
Semantic search (RAG) that fits a chiropractor's week, not the other way around.
What semantic search (RAG) actually does
Search that understands intent, not just keywords. Your team types what they mean – and gets the right document, ticket, or product from across every system, with citations.
- 01 Indexes Drive, SharePoint, Notion, Slack, your CRM
- 02 Returns answers with source links – no hallucinations
- 03 Permissioned so staff only see what they should
- 04 Re-indexes nightly so results stay fresh
Built on: Pinecone Claude Postgres pgvector Vercel AI SDK
Without Kiwi Dynamics
With Kiwi Dynamics
Sector reality
Chiropractors need software built around their week, not against it.
- 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 semantic search (RAG) 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 search over your data.
Talk to usThe outcome for chiropractors
We'd call the engagement a success when chiropractors are using the system without thinking about us. Average search time drops from 6 minutes to 12 seconds.
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 chiropractors?
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 chiropractors?
Average search time drops from 6 minutes to 12 seconds. 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 semantic search (RAG) stack we reach for is Pinecone, Claude, Postgres pgvector, Vercel AI SDK, 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.
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.