Swiss primary care is heading towards a tipping point. We know the headlines: the shortage of family doctors is worsening, practices cannot find successors, and young physicians increasingly shy away from the entrepreneurial risk of running their own practice. But if we are honest, the system is not failing due to a lack of patients or a lack of passion among doctors. It is failing because of an outdated structure.

We expect our physicians today to simultaneously be excellent diagnosticians, empathetic caregivers, HR managers, IT administrators, and financial controllers. In a world where medical complexity is rising and administrative burden is exploding, this is an equation that no longer adds up.

At cair.one, we asked ourselves: What if we completely decoupled medical practice from operational burden? What if doctors could be 100% doctors again?

The Diagnosis: Structural Market Failure

The problem lies deep in the architecture of today's daily practice. Those who take over a practice today often buy into legacy systems and processes. Common practice software is frequently a digital fossil: not deeply integrable, inflexible, and far removed from modern standards. Innovations like AI are, if at all, only bolted on top rather than used as the core of the system.

This technological backwardness cements processes that fatally depend on manual labour. Operations stand or fall with practice staff. Yet qualified professionals are chronically overburdened and nearly impossible to find on the job market.

The situation is exacerbated by the failure of previous solution attempts: even heavily institutionalised chains and private-equity-led models are proving to be dead ends. They barely manage to retain young talent long-term and also fail to close care gaps in peripheral areas.

The result of this situation is a fragmented patient journey, frustrated professionals, and an inefficiency that prevents real growth.

The Therapy: Primary Care as a Platform

Our answer is cair.one. We are not building yet another practice software. We are building the operating system for outpatient medicine.

Our approach is radically different: we provide the complete infrastructure — technology, processes, supply chain, finance, and compliance — as a service. Think of it like modern private banking: the doctor is the trusted "relationship manager" for the patient. They make medical decisions autonomously. But the entire operational "back office" — from appointment booking to documentation to data retention obligations — is centrally managed by our platform.

Invisible Technology: The Doctor in Focus, the System in the Background

Our approach follows a clear logic: Physicians use our platform out of the box. They bring their medical excellence, their staff, and their premises — we deliver the complete operating system, the data, and the support. At the heart of it is our proprietary practice information system (PIS), which we developed ourselves because the market simply did not meet our standards for integration.

AI at the Core, Not as an Add-on: Our AI supports triage, documentation, communication, and billing in real time.
Standardisation (SOPs): Medical guidelines are deeply embedded in the software. This ensures quality regardless of location.
Connectivity: Laboratory, supply chain, and referrers are seamlessly integrated. The administrative burden for medical staff drops drastically.
Central Data Pool: Authorised physicians have direct, network-wide access to patient records, eliminating time-consuming reporting and radically simplifying communication.

The key lies in the division of roles: For patients, the physician remains the trusted point of contact, fully in the foreground. cair.one operates invisibly in the background, seamlessly managing the entire patient journey — from the first appointment booking to statutory data retention obligations. We have the doctor's back so they can focus on what they set out to do: caring for people.

The "Unfair Advantage" for Physicians

We believe that primary care can only be saved if the profession of family doctor becomes attractive again — both medically and financially.

In traditional practice or employment models, a significant share of revenue often flows into administrative and infrastructural costs. Because we achieve massive efficiency gains through our technology and centralised operations, we turn this model around: At cair.one, the vast majority of value creation stays where it belongs — with the physicians. They operate as entrepreneurs on our platform and benefit from maximum financial attractiveness without having to burden themselves with inventory management, accounting, or server maintenance in their daily practice.

From Theory to Practice: We Are Live

Visions are good, traction is better. We have already delivered the proof of concept. Since October 2025, we have been successfully operating our first pilot practice in Zurich under the brand medelio Arztpraxis. Our team, an alliance of business (Dominik Wyss, HSG), tech (Tim Rohner, ETH), and renowned medicine (Prof. Dr. Lukas Flatz, Prof. Dr. Dr. Markus Joerger, Dr. Thomas Zuellig), has proven that the model works.

The next milestone is set: in June 2026, we will open our second location at Zurich's Hardbrücke to develop our platform model to market readiness and enable the first physicians to join.

A Call to Pioneers

We are at the beginning of a scaling phase that will sustainably transform outpatient care in Switzerland. Our goal is to build a nationally unique, structured data pool for communication, research, and prevention that allows physicians to work more efficiently, more precisely, and more connected than ever before.

To drive this vision forward, we are not only looking for investors for our next funding round in Q3 2026, but above all for people!

We are looking for specialist physicians (General Internal Medicine, Praktische Ärzte/Ärztinnen) who are tired of administration but passionate about medicine and shaping the future. We are looking for physicians who want to become the first external partners in our pilot programme and leverage the advantages of our platform for themselves and their patients.

Primary care does not need a band-aid. It needs a new system. We have built it. Now we need you to bring it to life.

Interested in the Future of Primary Care?

Get in touch for a conversation or a visit to our pilot practice in Zurich: www.cairone.ch or contact@cairone.ch.

We currently have the following open positions:

Ärztin / Arzt (AIM oder Prakt. Arzt) in Zürich mit überdurchschnittlicher Umsatzbeteiligung, 40-100%

The Operating System for the New Primary Care