The AI-native infrastructure for autonomous healthcare
The operating system for autonomous healthcare.
Four pillars. One platform. A €500 billion market.
- Agents
- ·Drones
- ·Robots
- ·Federated learning
LOI signed · Seine-et-Marne County Council (CD77) · pilot Q1 2027
Tripartite model validated · APA codes mapped · Claude for Startups member (Anthropic)
The key numbers
Why MedicalCity, why now.
€500bn
Global digital health market by 2030
MedicalCity AI Whitepaper v2.0
€5.4bn
French APA budget · guaranteed public payer
CNSA / DREES
70-75%
Target blended gross margin
MedicalCity model
€5M
Seed round to reach PMF
Investment thesis 2026
Why now
Four curves are converging.
AI has matured
Autonomous agents are operational — the Software 3.0 shift is here.
Demographic shock
1.5 billion seniors worldwide by 2050. Demand for care is exploding.
Regulatory framework
GDPR, EU AI Act, APA as a universal right: trust is now codified.
Capital is flowing
€24.5bn of VC invested in digital health in 2023.
The product architecture
Four pillars, from the brain to physical action.
AI-native platform
the brain
- Federated learning
- Sovereign data
- Foundation for the 3 other pillars
Autonomous AI agents
the digital workforce
- Physician side
- Patient side
- B2B AI Factory
Medical drones
aerial logistics
- Last mile
- Specimens
- Emergency AED
Medical robots
physical presence
- RaaS · APA
- €350-750/month
- 70-75% margin
The vision
From Smart City to Medical City.
A city scales through layers, not buildings. Healthcare never got that architecture. We’re rebuilding it as a stack of composable services — from the brain to physical action at home.
- I The brain
AI-native platform — the operating system of the city
Federated learning and sovereign data. Models learn without ever moving patient data. The foundation everything else runs on.
- II Service layer
Autonomous AI agents — the digital workforce
They lift the administrative weight off clinicians and accompany patients continuously, human-in-the-loop. The first layer of care that scales infinitely.
- III Network
Medical drones — aerial logistics
Medicines, specimens and emergency devices, delivered where time and distance decide the outcome. The supply chain of care, by air.
- IV RaaS · 24/7
Medical robots — physical presence at home
A continuous 24/7 watch, impossible to staff humanly — 300,000 unfilled care roles in France. The robot doesn’t replace the carer: it gives back the human time for care and connection.
« Democratise access to world-class care through an intelligent, decentralised ecosystem. »
MedicalCity Manifesto
The system
Three layers, from governance to action.
From the trust layer to physical execution: an architecture where models learn without ever moving patient data.
Action
AI agents · Drones · Robots — execution at the point of care, for patient and clinician.
Collaborative intelligence
Federated learning, clinical knowledge sync, anti-bias safeguards.
Governance & trust
Zero-knowledge proofs (ZKP), on-ledger consent, automated GDPR / AI Act compliance.
Models learn without ever moving patient data.
The economic equation
The robot doesn’t replace humans. It makes continuous watch possible.
≈ €220k/yr
24/7 human cover (8,760h × €25/h APA rate)
€4,200 – 9,000/yr
RaaS robot · continuous 24/7 presence
The robot doesn’t replace the home carer — it provides the continuous watch that is impossible to staff (300,000 unfilled roles in France) and frees human time for care and connection.
Let’s talk
One platform, five points of entry.
Physician, county, family, investor or press: tell us who you are and we’ll route your request to the right team.