For medical practices
Built for medical practices that can't afford another vendor that doesn't show up.
We replace 10 to 20 hours of manual work per week in your practice with software you own. Hosted, monitored, and shipped in 4 weeks.
What we hear
Three moments every practice knows.
Monday morning
Voicemail from Friday is still sitting there. Three patients called about their results. Nobody has the chart pulled.
End of month
Claims came back denied. Biller is resubmitting the same code for the fourth time. Revenue is stalled.
After the visit
Chart is still open. Notes aren't done. You're documenting at 9pm. The next patient is already scheduled for tomorrow.
What we build
Six things we ship for practices.
Each one is a discrete system you can buy and run independently. You don't need all six.
Patient intake automation
Patients fill out intake on their phone. Staff sees a clean summary before the visit.
Voice AI receptionist
Calls answered 24/7. Appointments booked. No voicemail pile-up on Monday.
Clinical note summarization
Visit transcript to structured note in under 60 seconds. Runs locally. PHI never leaves.
Claim denial prediction
Flag denials before they happen. Catch missing modifiers and mismatched codes at submission.
Prior auth workflow
Structured PA requests drafted from the chart. Staff reviews and submits. They don't build from scratch.
Medicare risk adjustment
Identify HCC gaps in the panel. Close them before the RAF score cycle closes.
Data sovereignty
Your PHI never leaves your network.
We deploy local models on your hardware or private VPC. Anthropic, OpenAI, and Azure are available only if you want them, and only after you've signed a BAA with the provider. Default configuration: everything runs on-prem.
Learn about on-prem AIBuilt in public
Open-source tools we shipped for healthcare.
Free to use, fork, and deploy. Proof of what we build, not just what we say.

honeypot-med
Test whether your healthcare AI can survive a prompt-injection attack.
Paste your AI workflow prompt. Get an investor-ready security verdict in under a minute. Built to expose the gap between 'we use AI' and 'our AI is safe to use with PHI.'
outbreaktinder
Public-health history deserves a better front door.
Swipe through notable disease outbreaks from history: their causes, timelines, and lessons. Accuracy is the brand. A dataset growing with every submission.
Dataset growing. Submit an outbreak.

vqol
Patient-owned vein outcomes tracker.
A clinic-branded outcomes tracker for venous procedures. Patients log symptoms and healing milestones. Clinicians get structured data without calling the patient. A fork through one JSON file.
Instrument license pending. Clinic deployments under published research-instrument terms.
How it works
Five stages. No mystery.
Every engagement follows the same structure so you always know where you are.
01
Discovery call
30 minutes. We map your current workflow and tell you what's automatable.
02
Architecture
Fixed-price spec. No vague retainer. You approve before any code is written.
03
Build
Weekly Friday demos. You see it working before it goes live.
04
Deploy
Your hardware, your VPC, or our managed hosting. HIPAA-compliant either way.
05
Operate
We watch it. Alert you when something needs attention. You run your practice.
Investment
Pricing you can share with your office manager.
No custom quotes that require a 3-call sales cycle. These are the actual ranges.
Discovery audit
$1,500 to $3,000
We map your workflows, identify automation candidates, and deliver a written report. Fixed price.
Build engagement
$10,000+
Full build from spec to deployment. Price depends on scope. Quoted after discovery.
Operate retainer
$750+/mo
We monitor, maintain, and improve what we built. No surprises. Cancel any month.
Next step
One conversation. You'll know exactly what to automate and what it costs.
30 minutes. We listen to your current workflow, tell you what we'd automate, and give you a written summary same day. No pitch. No obligation.