The long thesis

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 I’m working to solve.

Berlin · 52.4928° N · 13.3779° E
Jesus Gómez Rossi
Dentist · Health Economist · CEO, SwissMedAI

From chairside dentistry to health system design.
I operate a high-performing clinical business and build the infrastructure layer for AI-driven healthcare.

We build Bottom-up
from the patient, through the workflow, into the software, out to the system.

From a single-chair practice at the Charité in 2021, to one of the largest geriatric dental operations in northern Germany. Now operating across multiple care homes in Berlin.

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

S
SwissMedAI.
Company — 2023

SwissMedAI.

Modern dental practice building clinical software for the dental operation I run in Berlin. Four clinicians, two thousand residents seen each quarter. Every feature is tested in a nursing-home visit before it ships.

1,000+
Prostheses
fully digital
100%
Workflows on our own
clinical software stack
2026
Gematik · ePA
integration shipping
Clinical stack
TRIOS 5
3Shape · intraoral scanning
Anthos
chairs · operative units
exocad
CAD · prosthetic design
Formlabs
resin printing · same-day
VHF
dry milling · chairside
VistaSoft
Dürr · phosphor-plate imaging
CareStream
dental x-ray · intraoral
The thesis

SwissMedAI is building toward a digital health-insurance stack to expand access to dental care globally — for the populations the current system was never designed for. Health Ledger is the first layer — the patient record. Claims, coverage and eligibility infrastructure come next.

Health Ledger.
Product — 2024 Offline-first · FHIR R4
iOS · PWA · DE · v0.9

Patient-record system that runs in the field, offline. Built for a clinician charting one-handed in a resident’s room.

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+ peer-reviewed.

The economics of dental AI, European oral health financing, and why older Germans get less care than the law says they should.

12
H-Index
1,071
Citations
16
Works on OpenAlex
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)
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 Open
IF 10.5
2022
02
Oral health care in Europe: financing, access and provision.
Eur. Observatory
HiT, Vol. 24 · ⁂2
2022
03
Health policy analysis on barriers and facilitators for better oral health in German care homes.
BMJ Open
IF 2.7
2022
04
Variation of coverage and access to dental care for adults in eleven European countries.
BMC Oral Health
IF 2.6
2022
05
Cost-effectiveness analysis of artificial intelligence in medicine: scoping review & framework.
JMIR Medical Informatics
IF 3.1
2022
06
Cost-effectiveness of glass hybrid versus composite: a multi-country randomised trial.
Journal of Dentistry
IF 4.8
2021
07
Dental service utilisation in the very old: insurance database analysis, northeast Germany.
Clinical Oral Investigations
IF 3.4
2021
08
Underscreening and undertreatment? Periodontal service provision in very old Germans.
Clinical Oral Investigations
IF 3.4
2021
09
Interventions to improve oral health of older people: a scoping review.
Journal of Dentistry
IF 4.8
2020
Where I trained

Training & work.

Economics

London School of Economics

M.Sc. International Health Policy.

2018
Clinical precision

Goethe Universität Frankfurt

M.Sc. Oral Implantology.

2026
Research

Charité Universitätsmedizin

Post-doctoral researcher, CC03 — Oral Diagnostics & Digital Dentistry.

2019 – 2022
Regulation

GKV-Spitzenverband

Fachreferent, Department of Ambulatory Care. Seventy-three million statutorily insured lives.

2021 – 2022
Industry partnerships

Medtech & Pharma

Consulting with medtech OEMs and Swiss pharmaceutical companies. Research grants with GC for 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
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
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
Contact

Open for 2026.

Advisory, clinical consulting, research collaboration.

gomez-rossi.j@swissmedai.com Read the background