AI knowledge base for dentists.
For dentists who want results in weeks, not a year-long transformation programme.
Not your typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Recalls, bookings and patient messages handled automatically, with patient information protected under the Privacy Act 2020.
What AI knowledge base actually does
Your team's tribal knowledge, finally searchable. With the right workflow automated, nine hours of admin a week could drop to about one.*
*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 much is the admin really costing you?
Nine hours a week of admin is 468 hours a year. That could drop to about 52.*
*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.
We'd call the engagement a success when dentists are using the system without thinking about us. New staff get to productive 3x faster - less senior-team interruption. Kiwi Dynamics
Where dentists actually lose hours and dollars.
Dental practices live and die by a full chair and a clean recall list, and both take constant admin to keep on track.
No-shows, insurance queries, and recall reminders are the recurring admin load behind every dental front desk.
On the tools or running at scale, the admin still eats the week :)
The questions a public sector buyer asks, answered up front: privacy impact, the NZISM, where the data lives and how an algorithm is held to account.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
Good questions, answered
Is AI knowledge base worth it for a smaller dentist?
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 happens if we want to swap a vendor out later?
AI knowledge base 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, Pinecone, Vercel AI SDK, Postgres, MCP are our defaults, but the build is intentionally portable.
What's the realistic timeline for AI knowledge base with a dentist?
Most dentists 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".
Is our data kept in New Zealand?
Kiwi Dynamics hosts its own infrastructure in New Zealand, under New Zealand governance. If personal information ever has to go offshore, privacy principle 12 requires comparable protection.
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.
Talk to us about AI knowledge base
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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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