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AI-First Precision Healthcare Clinics

A new primary care model designed for extreme affordability, continuity, and scale in global emerging health systems.

Building clinics globally in partnership with local ownership

The PRoblem

Primary care systems around the world are struggling with the same issues:


  • Care is episodic instead of continuous
  • Clinicians are overloaded
  • Patients are seen too late, or not at all
  • Costs rise while outcomes stagnate
  • Technology is added on, not designed in
     

In many regions, especially outside the West, this results in delayed diagnoses, unnecessary escalation, and preventable disease progression.


We believe primary care needs to be rebuilt from first principles.

We bring the model, clinic workflows, funding and AI. local partners run hiring and daily operations

Areas of Approach:

Areas of Approach:

Areas of Approach:

Our clinic will be designed around three principles:

  • AI as the first layer, not the last
    AI supports intake, triage, follow-up, and risk detection so clinicians can focus where human judgment matters most.
  • Precision without fragility
    Care pathways adapt to the individual based on risk, context, and longitudinal data, without relying on expensive or inaccessible technology.
  • Local ownership and sustainability
    The clinic is locally owned and operated, designed to be financially self-sustaining, and embedded in the community it serves.

“precision care”

Areas of Approach:

Areas of Approach:

Precision care does not mean complexity.


In this model, precision means:

The right intervention

At the right time

At the right intensity

For a unique person


Practically, this includes:

Adaptive, AI-guided intake instead of static forms.

Continuous risk assessment rather than one-time visits.

Targeted testing and escalation.

Follow-up schedules based on need, not calendars.

Our roadmap

What we are building now

Phase 1: Single clinic pilot

  • One confirmed pilot location
  • Focus on primary care and prevention
  • Nurse- and clinician-led care supported by AI
  • Clear unit economics and outcome tracking
     

Phase 2: Replication

  • Documented operating model
  • Training and technology playbook
  • Expansion only where local partners lead
     

What this clinic is:

This clinic is designed to help people stay well, not just treat problems when they become serious. Instead of paying every time you get sick, members pay a small monthly fee so we can follow your health over time.


What membership includes for patients:

  • Easy access through WhatsApp, in the patient's own words
  • Ongoing check-ins about their health
  • Early review when something changes
  • Doctor visits when needed, not by default
  • Clear guidance on when tests or referrals actually matter
     

What this means for patients:

  • They don’t need to wait until things are serious
  • They don’t need to guess whether to come in
  • They are not starting from zero every visit
  • Care adapts to the patient, not a fixed schedule

Built by operators with experience running primary care clinics

Who we are looking for:

We are seeking entrepreneurs or operators to partner with us in building and running the clinic.


The partnership structure prioritizes:

  • Local majority ownership
  • Day-to-day operational leadership
  • Shared long-term value creation
  • Financial sustainability over growth-at-all-costs
     

This is not a venture capital project.
It is an operator-led healthcare business with a long horizon.

Why this matters:

Once successful, this clinic demonstrates:


  • High-quality primary care can be affordable
  • AI can improve continuity and early detection
  • Clinicians can practice with less burnout
  • New care models can emerge outside legacy systems
     

The goal is not disruption for its own sake, but proof.

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