Local AI for Dentists: Private AI Inside the Practice, Not the Cloud
Referral letters, lab correspondence, insurer queries, practice policies — the writing a dental practice does every week, drafted by an AI on a machine in your own building. Patient data never goes to a third party. Nothing clinical, ever.
Local AI for dentists is private AI running on a dedicated machine inside your practice rather than a cloud provider's servers. It drafts referral and patient letters, summarises correspondence and searches practice documents — with health data never sent to a third-party AI processor. AgentHub installs and supports it. It handles admin, never clinical decisions.
Book a Local AI Consultation for Your Practice
Admin only, never clinical · Irish, PhD-led team · Quoted after one short call
The product is Local AI: one machine in the practice running private chat, document spaces and assistants. Our AI receptionist for dentists handles the phone; this handles the paperwork.
A Dental Practice Writes More Than It Drills — and None of It Should Go to a Public Chatbot
Between patients, a practice produces a steady stream of writing: referral letters to the oral surgeon or orthodontist, replies to the lab about a crown, treatment-plan cover letters, responses to an insurer or a solicitor asking for a report, medical-card scheme correspondence, complaint responses, and the staff handbook nobody has updated since 2021. Every one of those documents carries a patient's name and, usually, their clinical history — special-category health data under Article 9 of the GDPR, which the Dental Council expects you to guard like the records themselves.
Here's what happens in practice. It's a Tuesday, the principal has a referral letter to write before the next patient, and the fastest route is to paste the clinical note into a free chatbot and ask for "a referral letter to an oral surgeon". The letter comes back good. The patient's history is now on a server abroad, under a consumer licence nobody in the practice has read, with no record that it went. A blanket ban doesn't stop that; it moves it to a personal phone in the staff room.
Local AI gives the principal the same tool on a machine in the practice. The note is pasted, the letter is drafted, and nothing has left the building — there is no third-party AI processor for the health data and no international transfer to justify. Your practice management system stays where it is; Local AI sits beside it, for the writing, not the records. Our GDPR-compliant AI page goes through what that removes from a practice's assessment, article by article, and our guide to what a data processor is under GDPR lists the ten processors a typical Irish dental practice already has.
Private AI for the Writing a Dental Practice Does Every Week
One machine in the practice. Staff sign in with the Microsoft 365 or Google Workspace accounts they already have.
Private Chat
Paste a clinical note and ask for a referral letter, a treatment-plan cover letter or a reply to the lab — drafted in your practice's tone, on your own hardware, reviewed and signed by you.
Document Spaces
Policies, protocols, HSE scheme circulars, supplier contracts, the staff handbook — searched and summarised with a citation back to the page. "What does our radiation protection procedure say about…" gets an answer, with the source.
AI Assistants
Recurring jobs made repeatable: the monthly scheme reconciliation summary, a standard insurer-report template, a complaint-response first draft — built on the same machine and covered by the same support.
What a Dental Practice Writes, and What Local AI Does With It
| Document | Why it can't go to a public tool | What Local AI does | Who signs it off |
|---|---|---|---|
| Referral letters to specialists | Clinical history — special-category data | Drafts from your note, in your format | The referring dentist |
| Lab correspondence | Patient identifiers plus treatment detail | Drafts the query or the reply; summarises a long thread | The dentist or nurse handling the case |
| Treatment-plan cover letters and estimates | Health and financial data together | Turns the plan into a plain-English letter | The treatment coordinator |
| Insurer and solicitor report requests | Third parties asking for clinical detail | Drafts the report from the record you paste; flags what's missing | The principal |
| Complaint responses | Clinical detail and a dispute in one document | First draft against your complaints procedure | The principal — always |
| Policies, protocols, staff handbook | Practice IP; staff personal data in HR sections | Searched, summarised, redrafted when guidance changes | The practice manager |
What Local AI Does in a Dental Practice, and What It Never Does
The same line our other dental tools draw: the practice side, not the clinical side.
| Area | Local AI does | Local AI never does |
|---|---|---|
| Diagnosis and treatment | Nothing | Read a radiograph, suggest a diagnosis, choose a treatment |
| Letters and reports | Drafts from the note you paste, for you to review and sign | Send anything unreviewed |
| The patient record | Stays in your practice management system; nothing is copied into a cloud | Replace or alter the clinical record |
| Consent | Drafts plain-English explanations of a treatment for you to adapt | Stand in for the conversation that consent requires |
| Data location | Everything stays on the machine in the practice | Send health data to an AI provider, or use it to train a model |
| Staff and HR documents | Searched and drafted, in a space limited to the practice manager | Make a decision about a member of staff |
If a practice asks us to build something on the clinical side, we'll say no and explain why. The value is in the two hours a week of letters, not in anything a dentist trained for. For the phone and the inbox — where there are no clinical notes in play and speed matters more than data location — our cloud AI receptionist for dentists and email management for dentists are the better tools, and plenty of practices run both.
One Surgery, One Folder, Live in Weeks
Tell Us What Gets Written
A short call with the principal or practice manager: which letters, which folders, how many staff. We size the machine from that.
We Install It in the Practice
A configured machine goes on your network — a comms cupboard is fine — connected to your Microsoft 365 or Google sign-in, with the policies and templates folder imported into spaces.
Train, Go Live, Keep It Current
Half a day's training for the team. Updates, model upgrades, backups and support are ours, under a data processing agreement signed before go-live.
Which AgentHub Tool Fits Which Practice Problem
Start from the gap that costs you most, not from the technology.
| The gap | The tool | Where it runs | What changes |
|---|---|---|---|
| Letters and reports eating the principal's evenings | Local AI | A machine in the practice | Drafted in minutes, signed by you, nothing leaves the building |
| Patient calls ringing out during surgery hours | AI Receptionist for Dentists | Cloud, hosted by us | Every call answered, appointments booked, emergencies routed |
| The info@ inbox nobody owns | Email Management for Dentists | Cloud, hosted by us | Triaged, drafted in your tone, clinical questions routed to the dentist |
| Unconverted treatment plans | Lead Generation for Dentists | Cloud, hosted by us | Followed up, consultations booked |
| All of the above | AI Solutions for Dentists | Mixed | One bottleneck first, then the next |
What Clients Say About Working With Us
Since installing AgentHub's AI receptionist, we haven't missed a single patient call. It handles appointment queries after hours and our front desk staff can focus on in-clinic care.
Our inbox was drowning us. AgentHub's email manager now categorises everything and drafts responses that sound exactly like us. Response times went from 48 hours to under 4.
An Irish Team That Knows Where the Clinical Line Is
Built in Ireland
An Irish company installing machines in Irish practices. The installer and the support line are the same people — see who we are.
PhD-Led Team
Founded by a Computer Science PhD with 27+ years in software, including 15 years at IBM Ireland.
Security First
Co-founded by a Security Architect. Your own sign-in, no inbound ports, and a data processing agreement before go-live.
Practice Side Only
We build for the admin, never the surgery. If a request crosses the clinical line, we say so.
Local AI for Dental Practices: Your Questions Answered
Can a dental practice use AI on patient data under GDPR?
Health data is special-category data, so any processor and any transfer raise the bar. Local AI removes both for the AI step: the model runs on a machine in your practice, nothing goes to an AI provider and nothing crosses a border. You remain the controller; lawful basis, retention and access stay your decisions.
Does Local AI connect to my practice management system?
It sits beside it, not on top of it. The patient record stays in your practice software; you paste the note you need a letter written from, and the draft comes back on the same machine. Policies, templates and correspondence folders can be imported into document spaces for search.
Will it draft referral letters?
Yes — from the clinical note you paste, in your practice's format and tone, for the referring dentist to review and sign. It will not decide whether to refer, suggest a diagnosis or read a radiograph. The clinical judgement is yours; the typing is the machine's.
Does it work for a multi-surgery or group practice?
Yes. One machine serves the practice, sized for the number of staff and the document volume. Document spaces keep the HR folder separate from the clinical templates, and access follows your Microsoft or Google groups. A second site is a second machine, or a conversation about your network.
Is it the same thing as the AI receptionist?
No. The AI receptionist is a cloud voice agent that answers the practice phone 24/7. Local AI is a machine in the building for the writing and the documents. They're different tools for different gaps, and many practices run both — the receptionist for the phone, Local AI for the paperwork.
How much does Local AI cost for a dental practice?
Three parts, in euro: the hardware, the setup, and a monthly support fee covering updates, model upgrades, backups and the people who installed it. No per-user or per-letter fees. We quote after a short call once we know the number of staff and what gets written.
Two Hours of Letters a Week, Drafted Without a Patient's History Leaving the Practice
Tell us what gets written in your practice and who writes it. We'll size the machine and come and install it.
Prefer to talk? Email sghaith@agenthub.ie or call 087 788 2676.