Clinicians, researchers, and engineers. Same team.
You're sitting on data that could transform how you operate — patient records, imaging, clinical notes, labs. We help you put it to work, inside the systems you already run. No new software, no security headaches.
Three disciplines, one team
Medical data projects stall when the people who understand the data and the people who can build with it sit in different rooms. We put them on one team.
Trained in hospitals, not just textbooks
Our physicians have worked in ICUs, ERs, radiology, and ORs — they know which problems are worth solving, and which "AI solutions" never survive real clinical use.
- Radiology & Medical Imaging
- Emergency Medicine
- Internal Medicine & Critical Care
- Anesthesiology
- Prehospital Emergency Medicine
Your data is the starting point
EHRs, DICOM, lab systems, genomics, free-text notes — we've built pipelines for all of it. We start with the data you actually have, then find the best way to put it to work.
- Medical Data Engineering & Pipelines
- NLP for Clinical & Scientific Text
- Medical Image & Signal Analysis
- AI Agents & Workflow Automation
- Secure, Compliant Infrastructure
From bench to bedside (and back)
The hardest part isn't the model — it's framing the right question, designing the study, and getting people to trust the output. That's the work we enjoy.
- Problem Identification & Scoping
- Study Design & Endpoint Selection
- Regulatory & Compliance Strategy
- Workflow Integration
- Product & Publication Strategy
It starts with your data
We don't push a pre-built product. We start with the data you have, where the bottlenecks are, and what's possible — then build what fits.
Discovery workshop
We sit down with your team — clinical, IT, ops. Map your data, your workflows, and where time and value leak. No pitch deck, just questions.
Data audit & opportunity mapping
What data do you have, what's usable, where are the quick wins? We assess your EHR, imaging, lab, and ops data — and surface opportunities you didn't know were there.
Solution design
AI agent, data pipeline, dashboard, or simple automation — we recommend whatever actually solves the problem. You get a clear roadmap with timelines and expected impact.
Build & validate
We build inside your existing infrastructure — Epic, Cerner, PACS, your lab system. No new software, no new logins. Everything stays within your security and compliance perimeter.
Deploy & integrate
Solutions go live in the tools your team already uses. We handle monitoring, drift detection, and the details that decide whether something gets adopted or shelved.
Ongoing partnership
We don't hand off and disappear. We iterate, expand to new use cases, and train your team — advisory, joint publications, multi-site validation, whatever moves the needle.
Built by people who've been in the room
Not outside consultants guessing at how medicine works — physicians who've treated patients and engineers who've shipped production systems, who actually talk to each other. Beyond the core team, we run a medical expert network from university hospitals across Europe, contracted on demand.
Bence Nemeth, MD
Radiology & Clinical AIRadiologist and software engineer, trained at University Hospital Zurich (USZ) and the Medical University of Vienna (AKH Wien). Specializes in AI validation for diagnostic imaging, clinical software, and teleradiology. Builds the tools he wished existed when he was reading scans.
Peter Daniel Serfözö, MD
Acute & Critical Care MedicinePhysician trained at University Hospital Zurich and CHUV Lausanne across internal medicine, anesthesiology, and critical care. Certified in prehospital emergency medicine — where decisions happen in seconds, not committees. Brings that urgency to wearables, resuscitation science, and healthcare AI.
Soma Szabo, MSc
Data Science & AI EngineeringSoma bridges business and engineering. A former management consultant and Fortune 500 executive, he's led strategy, operations, and data teams — then built and shipped the ML systems himself, in production at enterprise scale. Northwestern and University of Chicago. Specializes in agentic AI, NLP, and large-scale data infrastructure, turning messy data into production-ready systems — fast. Equally comfortable talking ROI with the C-suite or architecture with engineers.
Who we work with
From seed-stage health-tech to hospital systems to pharma R&D — anyone sitting on medical or scientific data they want to put to work.
Not sure where to start? That's the point.
Book a free 30-minute discovery call. Tell us what's frustrating — the data that's hard to access, the workflow that drags, the report built by hand. We'll tell you honestly what's possible and whether we're the right fit.
Book a Discovery Callor reach out directly at sam@thornwoodai.com