A model that’s fast, accurate, and built to hallucinate less — aiming to match or beat frontier models in medicine and biology. It will power a personal doctor for everyone, and give researchers an AI that can help with anything their work needs.
Neolen model
Our own LLM for medicine & biology
Personal doctor
Reliable health answers, anytime
For everyone
Research tool
An AI for any research task
For researchers
Both get better as the model does
Responds at the pace of a real conversation.
Trained deep on medicine and biology, not spread thin.
Built to hallucinate less, and to say when it isn’t sure.
Our target: equal to or better than most frontier models in its field.
We're building a personal doctor for everyone. For that to work, the model behind it has to be fast, get medicine right, and be honest about what it doesn't know — so we're building that model ourselves.
A doctor you can talk to anytime has to answer quickly, get the details right, and avoid making things up. General-purpose models are built to do a bit of everything. Ours is built for this one job.
| Aspect | General-purpose | Neolen |
|---|---|---|
| Trained for | Every subject at once | Medicine & biology |
| Speed | Large, to cover every topic | Focused, so it answers fast |
| Hallucination | A risk on any topic | Designed to minimize |
General-purpose models spread what they learn across every subject. Ours puts it all into medicine and biology, so it goes deeper where it matters and stays reliable there.
The same model works as a personal doctor for anyone who needs one, and as an AI partner for the researchers working on cures.
Clear, reliable answers about your health whenever you need them, from a model that knows medicine deeply.
For researchers at pharma companies and independent researchers working on cures. Use it for whatever your work needs.
Make My Health is our personal doctor app. Neo, the AI doctor inside it, learns what's normal for you from what you log and what your watch records, speaks up when something changes, and plans each day around your goals.
Your AI doctor. Ask anything, any hour. It knows your history and speaks up first.
Everything you log and sync, with your reminders, in one place.
Tell Neo what you want. It builds the plan and keeps it on track.
Across all your goals, Neo picks what matters most today.
Neo is an AI, not a licensed medical professional. It doesn’t diagnose or prescribe, and it tells you when to see a doctor.
Neo
“Good morning. You slept 5 h 40 m, your third short night this week. I’ve moved strength training to tomorrow and kept today light.”
Goals
Today
Bring any question about a disease, a target, a drug, or a pathway, and work through it with an AI that knows the field. It runs on our own model, so it gets better as the model does.
Open-ended by design, from a quick fact check to a full research question.
Literature, clinical, and biological sources, alongside your own files and data.
See what’s known, spot what’s missing, then form and test new ideas.
Grounded in sources, so you can trace claims back to the evidence behind them.
Question
“Which approved drugs could be repurposed for ALS — and what evidence supports each one?”
Sources
Research plan
Match or beat frontier models where it matters most: medicine and biology.
Head-to-head with leading frontier models on medical and biological benchmarks.
In real use, by people asking their personal doctor and by researchers doing real work.
We're opening access for researchers at pharma companies and independent researchers working on cures.