Responsible Use
How EachPath Health stays governed
EachPath Health supports partner decisions within explicit clinical, privacy, accountability and evidence boundaries. Automated processing never replaces final human and organisational sign-off.
Clinical Boundary
No diagnosis or risk prediction
The prototype does not provide clinical advice, symptom triage, personalised screening recommendations or individual health-risk scoring.
Privacy Boundary
Aggregate, non-personal evidence
Open public data supports area prioritisation. Campaign learning uses threshold-protected aggregate counts; individual screening status is not requested or stored.
Accountability
Human and cultural review
Partners remain responsible for final decisions. Outreach wording, translation and culturally responsive materials require qualified review before release.
Evidence Transparency
Traceable data and configurable weights
Source years, geography reconciliation, coverage and limitations are visible. Priority weights are planning assumptions—not validated clinical or causal weights.
Four Go / No-Go Gates
Release readiness
The Campaign Brief workflow updates these prototype gate states. A no-go state blocks prototype approval.
| Gate | Evidence required | Stop condition | Status |
|---|---|---|---|
| Cultural and linguistic validity | Qualified Vietnamese-language and cultural-content review. | No-go if content is not approved. | Review required |
| Comprehensibility and accessibility | Plain-language, bilingual comprehension and accessibility checks. | No-go if critical steps remain unclear or inaccessible. | Review required |
| Clinical safety boundary | Official-source traceability and negative-path boundary checks. | No-go if content implies diagnosis, risk assessment or medical advice. | Prototype control passed |
| Aggregate-data privacy | Aggregate-only schema, complementary-cell checks and disclosure thresholds. | No-go if person-level or identifiable small-cell data is required. | Prototype control passed |
What Cannot Be Claimed Yet
Production approval remains external to this prototype
A live AI service, qualified Vietnamese-language/cultural sign-off, accessibility validation, real partner approval and real campaign outcome data are not connected. The prototype fully materialises the intended workflow, but no generated output is production-approved or automatically published.
Decision Accountability
EachPath Health can recommend where to investigate and what evidence supports that recommendation. The partner decides whether, how and when outreach proceeds.