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Healthcare

The Clinician

A decade at the bedside, turned into a care-coordination platform.

Illustrative archetype, not delivered work

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Post-MVP
The problem

Primary care teams lose 30–40% of follow-up appointments to coordination failures — the patient never hears back, or the referral loop breaks silently.

What we’re building

AI-first care-coordination layer that surfaces dropped follow-ups before they become missed diagnoses.

The founder

A senior nurse practitioner with 11 years in primary care across two Southeast Asian markets. She built informal workarounds to track dropped follow-ups — sticky notes, spreadsheets, personal WhatsApp — before asking why the system never did this automatically.

The problem

Care-coordination failures are invisible to the system and visible only to the clinician. A referral is "sent" but never confirmed received. A follow-up is "scheduled" but the patient never got a reminder. No alert fires. The clinician notices weeks later — or never.

The market has high willingness-to-pay from clinic operators who are measured on readmission rates and patient outcomes.

What validation looks like

  • 12 clinic directors interviewed in Weeks 1–3
  • Riskiest assumption: operators will pay for an outcome they currently accept as background noise
  • Early signal: 3 pilots agreed before the MVP existed

This is an illustrative archetype representing the kind of founder Apon Venture Lab builds with. It is not a real case study or delivered work.

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