Afghanistan Pilot Program

06 — Clinical Safety & Scope

What Welnote is, and what it is not

Clear scope is itself a safety measure. Welnote states plainly what the platform does and what it refuses to do—protecting patients, clinicians, and the organization alike.

Last updated June 18, 2026All sections

1Clarity is a safety measure

In healthcare, ambiguity about scope is dangerous. A tool that is unclear about its limits invites people to use it for things it was never designed to do. Welnote states its boundaries explicitly, and treats them as non-negotiable.

2What Welnote is

  • A care coordination platform — it moves cases and context between people
  • A case management system — it tracks episodes of care and their follow-up over time
  • A clinical collaboration platform — it lets field workers, remote doctors, and supervisors work from one patient timeline

3What Welnote is not

Welnote is explicitly none of the following, and is not a substitute for any of them:

  • A hospital or clinic
  • An emergency service
  • A diagnostic AI
  • A medical device
  • An autonomous treatment system
The system supports monitoring and escalation, not intervention. It helps the right human act sooner; it never acts in their place.

4Clinical scope

Scope is intentionally limited to low-acuity, follow-up-heavy care where structured records improve continuity without creating a parallel emergency service.

In scope

  • Women's health — antenatal and postpartum care, menstrual health, anemia monitoring, family-planning counseling (non-procedural)
  • Child health — growth monitoring, nutrition, fever and respiratory triage, dehydration-risk screening
  • Chronic disease — hypertension, diabetes, asthma, medication adherence
  • Low-acuity primary care — mild infections, symptom triage, health education, referral decisions

Explicitly out of scope

  • Emergency and surgical conditions — trauma, acute abdomen, stroke or MI, severe injuries
  • High-complexity medicine — ICU-level care, imaging-dependent diagnosis, specialist hospital workflows

Out-of-scope situations are not handled inside Welnote; they trigger escalation to in-person or emergency care through a clear referral pathway.

5Human oversight

All clinical decisions remain the responsibility of licensed healthcare professionals.

This principle is enforced by how roles are defined, not just by policy:

  • Field workers collect data and escalate; they do not diagnose, prescribe, or override clinical guidance
  • Diagnosis and care planning belong to qualified clinicians reviewing the case
  • Doctors are verified through a structured onboarding flow before they can review cases
  • Any future AI assists with structured data and drafts—it never holds decision authority