Why practices choose it
Better models, lower cost, and you own the whole thing.
A practice your size ends up with something most hospital systems don't have: current open medical models, tuned to its own way of working, running on hardware it owns, with someone who knows the office on call.
You own it, so the savings compound
No per-seat licence and no per-query meter. You buy the hardware once and pay a flat fee for support. Every month after that, the difference stays in the practice instead of leaving it.
Compliant by construction
Records never leave the building, so the riskiest part of using AI in healthcare simply doesn't happen. A BAA is signed with the practice, and the setup is documented for your HIPAA security risk analysis.
Open models built for medicine
The strongest open-source medical models available, chosen for clinical language rather than general chat. No vendor deciding what you are allowed to run, or changing it underneath you.
Fine-tuned on your practice
Then trained on how your office actually writes: your narratives, your fee schedules, your carrier rules, your templates. It answers like your best admin, not like a search engine.
Every new model, as it ships
Open medical models get meaningfully better every few months. When a stronger one lands, it is tested and rolled onto your machine as part of support, not sold back to you as an upgrade.
A consultant, not a vendor
You get someone who knows your office and stays involved: sizing the system, retuning it as the practice changes, and saying plainly when something isn't worth automating.
Where the advantage compounds. Most practices your size are still deciding whether to allow AI at all. The ones running it on their own hardware get faster at the paperwork every quarter, on models that keep improving, without a single record leaving the building.
Works alongside the software your office already runs
Lumofuse doesn't replace your practice-management system or ask it to change. It works from the documents and exports your system already produces, so nothing about how your office charts or bills has to move.
The status quo
What happens if you do nothing.
Doing nothing isn't neutral. Three things are already in motion at most small practices, and each one gets more expensive the longer it runs.
Your staff already use AI. Just not yours.
Front desks are pasting patient details into consumer chatbots today, because it saves them an hour. There's no BAA behind it, no record of what was sent, and no way to get it back.
The meter speeds up as the tool gets useful
Per-seat and per-query pricing bills you most in the month your team finally relies on it. The rate is set by someone else, and it changes on their schedule, not yours.
Nobody drives to your office
A practice without IT staff absorbs the setup, the integration and the troubleshooting itself. Cloud vendors answer with a help center, and the work lands back on your team.
The exposure is the part that compounds. A subscription you can cancel. Patient information that has already been typed into someone else's system is not something you can take back.
The work
What it takes off the front desk.
Repetitive, document-heavy work that eats hours your staff would rather spend on patients. Dental offices feel it first because the insurance load is heaviest there.
Insurance claim narratives
Draft the narrative for a claim from the chart and the procedure codes, in the language carriers actually expect to read.
Predeterminations and appeals
Pull supporting detail out of the record and assemble a complete submission, including appeals on claims that come back denied.
Dictation into chart notes
Speak the note after a visit and get structured text back, from a speech model tested against your specialty's vocabulary.
Treatment explanations patients understand
Turn a proposed plan into something a patient can read at the kitchen table, at whatever reading level you set.
Front-desk policy questions
Answer staff questions about your own fee schedules, carrier rules and office policies, drawn from documents you already have.
Whatever your office does twice a day
The system is tuned per practice. If there's a form your team rewrites constantly, it becomes part of the install.
Versus the cloud
What a BAA doesn't buy you.
The large AI companies now sell HIPAA-ready healthcare products aimed at exactly this work, and they will sign a business associate agreement. Two things that signature does not cover.
It assigns blame, it doesn't prevent a breach
A BAA decides who is liable after your records are exposed. It does nothing to keep them out of an incident at a company holding millions of other patients' files. The only records that can't be taken from a vendor are the ones that were never sent.
Their product changes on their schedule
Models get retired, prices get revised and terms get rewritten by people you will never meet. A system on hardware you own changes when you decide it should, and not before.
Rent vs own
Rent it forever, or own it outright.
Most AI for healthcare is rented by the seat. The difference shows up in what you're holding after three years, who gets to change the terms, and where the records sat the whole time.
| Comparison | A cloud AI subscription | Lumofuse |
|---|---|---|
| How you pay | Per seat, every month, for as long as you use it | Once for the hardware and the install, then a flat fee for support |
| As your team uses it more | The bill grows with seats and usage | The bill stays where it started |
| After three years | You own nothing. Stop paying and it's gone. | You own the hardware and the models. They keep running whether or not you renew support. |
| Who sets the price | The vendor, on their schedule | Fixed in your agreement |
| Where patient data sits | Their cloud, under their controls | A machine in your building |
| When it breaks | A help center and a ticket number | A named person who drives out |
On pricing. Owning costs more up front and less every year after. What that looks like depends on the size of your practice and how much you want the system to handle, so the numbers come with the walkthrough rather than off a page.
The install
What arrives, and what stays.
In the box
- A Mac Studio sized to your practice, configured and burned in before it reaches the office
- Open-source models selected for clinical language, plus dictation tested against your terminology
- Your documents indexed and searchable: policies, fee schedules, carrier rules, templates
- Battery backup, encrypted backup drive, full-disk encryption, wired network
- On-site training for the people who use it daily, and a support agreement with a name on it
Coverage
Installs are hands-on, so every practice gets someone who drives out. Lumofuse is available now in Louisville, Cincinnati, Nashville, Indianapolis, St. Louis, Chicago, and Raleigh-Durham.
Lumofuse works with independent practices that don't have IT staff. Dental offices first, where the insurance paperwork is heaviest and most repetitive, then other small healthcare practices.
You own it. The hardware is yours outright, not a subscription you lose access to. One flat monthly fee covers support and updates, not a meter that climbs with usage. A BAA is signed with every practice, and support means a named person who shows up in person, not a ticket queue.
Security & compliance
Built so the records never travel.
The privacy argument only holds if the engineering backs it. Here is what is actually true of a standard install.
On the machine
- Inference runs locally. Answering a question makes no outbound request, so there is no third party to trust with the contents.
- Full-disk encryption on the machine and on the backup drive, with the practice holding the keys.
- Individual logins rather than one shared password, and an audit log of what was asked and what came back.
- Wired network, battery backup, and an encrypted local backup you can carry to a safe.
On paper
- A Business Associate Agreement signed with the practice before any patient material is indexed.
- The management channel carries system health and configuration. It is logged, and it is not a path to your patient records.
- A fully air-gapped configuration is available if you want no outside connection at all.
- Written documentation of the setup for your own HIPAA security risk analysis.
Lumofuse is one control inside your compliance program, not a substitute for it. Your risk analysis, policies and training stay yours.
Getting started
Small first step, easy exit.
This is a new kind of purchase from a small company, and it should not require a leap of faith to try.
The walkthrough is free
About thirty minutes, run against your real paperwork rather than a demo script. You see what it does with your forms before any money moves.
A pilot before the full install
Start with one workflow, usually claim narratives, and measure it against the hours it replaces. Expand only once that one is carrying its weight.
The hardware is yours either way
If you stop the support agreement, the machine stays, the models stay and the system keeps answering. Ending the relationship doesn't switch anything off.
It survives me
Fair question for a one-person company. Every install is documented well enough for another competent engineer to pick up, the software underneath is open-source rather than mine to revoke, and that documentation lives with the practice, not only with me.
Who's behind it
One person, on site.
Lumofuse is Justin Snyder, working out of Louisville, Kentucky. [ONE OR TWO SENTENCES OF BACKGROUND: what you did before this, and why private on-premises AI rather than another cloud subscription.]
Every install is done personally, which is the constraint the whole business is built around. It caps how fast this can grow and it's the reason the support actually works.
Get in touch
See it on your own paperwork.
Tell me about your practice and I'll show you what this looks like running against real paperwork. Walkthroughs are free and take about thirty minutes.