Berlin · 52.4928° N · 13.3779° E

Jesus Gómez Rossi.

Clinician.·Health Economist.·Innovator.

I run a dental company that cares for two thousand nursing-home residents every quarter in Berlin. I publish the health economics behind it in medical journals. I'm building the insurance product older people were supposed to have already.

The operation
One of the largest providers of geriatric dentistry in northern Germany.
0×
revenue growth since 2023
0%
operating efficiency
0/Q
residents seen
The operation

I built the operation.
Everything else rides on it.

From a single-chair practice at the Charité in 2021, to one of the largest geriatric dental operations in northern Germany. Three times the revenue. 65% operating efficiency.

Fully equipped with the most modern clinical stack: 3Shape TRIOS 5 intraoral scanning, Anthos chairs, exocad CAD, Formlabs and VHF milling — same-day restorations, onsite, in a nursing home.

The operation funds the research. The research informs the software. The software scales the operation.

Clinical stack
TRIOS 5
3Shape · intraoral scanning
Anthos
chairs · operative units
exocad
CAD · prosthetic design
Formlabs
resin printing · same-day
VHF
dry milling · chairside
S
SwissMedAI
The product

Where clinicians
and data meet.

Most health-tech is built from a slide deck — top-down, out of a boardroom, at a distance from the patient. SwissMedAI is built from the chair. Every workflow starts in a nursing-home visit, gets tested the same week, and only then becomes a product. Bottom-up innovation, co-authored by the people who hold the instruments.

01 · Clinicians-first

Designed at the chair, not for it.

Four clinicians. Two thousand residents a quarter. Every feature has to survive a real visit before it ships. If it slows the team down, it doesn't exist.

02 · Operational memory

Data that remembers.

Offline-first clinical intelligence — React, Rails, Postgres, FHIR. Built to do what incumbent German PVS cannot: give a mobile operation a living memory across sites, visits, and years.

03 · Bottom-up innovation

Evidence from below.

The data that comes off the operation feeds the peer-reviewed research. The research informs the product. Nothing ships without clinical backing; nothing stays without an outcome.

Clinicreal-world workflow
Datastructured, portable
Researchpeer-reviewed
Productback to the chair
Health Ledger — a mobile operation’s memory, running in the field.
Live build Offline-first · FHIR R4
iOS · PWA · DE · v0.9
Health Ledger — Management overview with patients, active treatments and daily log
01 · Übersicht
The operation at a glance.

Live counts across patients, active treatment plans (ZE/PA), expired HKPs and the day’s urgent cases — the first thing the clinician sees on arrival at a home.

Health Ledger — patient record with FDI odontogram, active treatments, AI panel and voice input
02 · Patientenakte
One tap to the chart.

FDI odontogram with the full German legend — extractions, crowns, bridges, telescopes — active treatments, and a voice/AI input pair that writes straight into the record.

Health Ledger — PA Blatt periodontal charting with furcation grading and 0–9 numeric keypad
03 · PA Blatt
Periodontal charting, built for gloves.

Full PA-Befund across OK/UK with furcation grading and a large-target numeric keypad — designed for a clinician charting with one hand in a resident’s room, not at a desk.

Built by SwissMedAI GmbH iOS + Web, offline-sync FDI · BEMA / GOZ-ready Voice · AI panel In use · Berlin nursing homes
Selected research

9+ published.
More in the pipeline.

You can't fix a system you can't measure. This is the measurement work — on the economics of dental AI, on European oral health financing, on why old people in Germany get less care than the law says they should.

In preparation · preview
under review · Nov '25
Cost-effectiveness of strategies to treat edentulism in patients with failing dentition — what is the value of implant-supported rehabilitations?
withWolfart (Aachen) · von Krockow · Weigl (Goethe) · Schwendicke (LMU)
2026
A working selection · the full corpus is longer
9 shown · ongoing
01
Cost-effectiveness of artificial intelligence as a decision-support system applied to melanoma, dental caries and diabetic retinopathy.
JAMA Network Open5(3), e220269
2022
02
Oral health care in Europe: financing, access and provision.
Eur. ObservatoryHiT, Vol. 24 · №2
2022
03
Health policy analysis on barriers and facilitators for better oral health in German care homes.
BMJ Open12(3), e049306
2022
04
Variation of coverage and access to dental care for adults in eleven European countries.
BMC Oral Health22, 65
2022
05
Cost-effectiveness analysis of artificial intelligence in medicine: scoping review & framework.
JMIR Medical Informatics10(8), e33703
2022
06
Cost-effectiveness of glass hybrid versus composite: a multi-country randomised trial.
Journal of Dentistry107, 103614
2021
07
Dental service utilisation in the very old: insurance database analysis, northeast Germany.
Clin. Oral Invest.25(5), 2765
2021
08
Underscreening and undertreatment? Periodontal service provision in very old Germans.
Clin. Oral Invest.25(5), 3117
2021
09
Interventions to improve oral health of older people: a scoping review.
Journal of Dentistry101, 103451
2020
Where I trained

Four institutions.
One question each.

Clinical practice. Health economics. Research rigor. Regulation. I went to the best place I could find for each, and stayed long enough to actually learn something.

Economics

London School of Economics

M.Sc. International Health Policy. The discipline that lets every clinical decision be read as a system-level decision.

2018
Clinical precision

Goethe Universität Frankfurt

M.Sc. Oral Implantology. Where thinking in millimeters meets thinking in decades.

2026
Research

Charité Universitätsmedizin

Post-doctoral researcher at CC03 — Oral Diagnostics & Digital Dentistry. Economic evaluation of artificial intelligence in caries detection.

2019 – 2022
Regulation

GKV-Spitzenverband

Fachreferent, Department of Ambulatory Care. Regulation that moves seventy-three million statutorily insured lives. The layer most clinicians never see.

2021 – 2022
Industry partnerships

Medtech & Pharma

Consulting work with large medtech OEMs and Swiss pharmaceutical companies. Research grants with GC for the development of clinical AI.

ongoing
Convening

World Health Summit

Chair, Session D 01 — Expanding Oral Healthcare as Part of the UHC Agenda. Hosted by Charité & M8 Alliance; speakers from WHO, UCL, Henry Schein, NHIF France, South Africa MoH.

2021 · Berlin
Range

I write in English.
I work in German.
I grew up in Spanish.

Most of the people who need this work aren't from where it gets funded. So I moved between languages until it stopped mattering which one I was in.

ES · AR
Español
Madrid · Buenos Aires · Valencia
Native
DE · AT · CH
Deutsch
Berlin · Frankfurt · working language
C1+
UK · US
English
LSE · publication language
C1+
NO · SE · DK
Norsk
Clinical jurisdiction · reads Swedish & Danish
C1
— One more thing —

Two billion people live with untreated
non-communicable disease.

Not because we don't know how to treat them.
Because their insurance system was never designed to.

That's an engineering problem.
It has an answer.

— The long thesis · Berlin · 2026
About

Background, in detail.

Origin
Born
Madrid, Spain · raised between Madrid, Valencia and Buenos Aires
Based
Berlin, Germany
Citizenship
Spain · Argentina (dual)
Clinical jurisdictions
Germany · Spain · Argentina · Norway · Sweden · Denmark · Switzerland
Training
Dentistry
Universidad Europea de Madrid · Diplom, 2015
Prior
Universidad del Salvador, Buenos Aires · 2 years general medicine
Health policy
London School of Economics · M.Sc., 2018
Oral implantology
Goethe University Frankfurt · M.Sc., 2026
Post-doctoral
Charité Universitätsmedizin · CC03 · 2019 – 2022
Operating
Current role
CEO & Clinical Director, SwissMedAI GmbH
Prior regulatory
GKV-Spitzenverband · Fachreferent, Zahnärzte · 2021 – 2022
Clinical throughput
4 clinicians · ~2.000 residents / quarter
Capital vehicle
Marossi-Infraestruktur GmbH · DE · ES real estate
Liquidity
Interactive Brokers (IBKR) · multi-currency
Research
Peer-reviewed corpus
9 selected · ongoing
Highest-impact venue
JAMA Network Open, 2022
Methods
Markov microsimulation · CEA · PSA · CHEERS 2022 · IQWiG-anchored WTP
Co-authors include
Schwendicke, Krois, Hertrampf, Paris, Meyer-Lückel, Winkelmann
WHO / EU contributions
Health Systems in Transition, Vol. 24 · №2
Languages
Native
Español
Professional (C1+)
Deutsch · English (publication-grade)
Professional (C1)
Norsk · reads Swedish & Danish
Publication language
English
Office
Direct
gomez-rossi.j@swissmedai.com
Registered
Bundesallee 140 · 12161 Berlin · Germany
Open for
Advisory · clinical consulting · research collaboration
Get in touch

If it's interesting,
write.

Advisory engagements, clinical consulting, and research collaboration. Open for the 2026 cycle.

Write to me Read the background