Challenge 6 of 25 · Clinical data & FHIR
HIU Challenges
For a Health Information User (HIU), the challenge is the reverse of HIP: discover records, request and receive consent, fetch and decrypt data, parse FHIR and display usable clinical information. A failure at any hop makes the whole workflow look broken.
Technical: High
Operational: High
Problem summary
What goes wrong in the field
For a Health Information User (HIU), the challenge is the reverse of HIP: discover records, request and receive consent, fetch and decrypt data, parse FHIR and display usable clinical information. A failure at any hop makes the whole workflow look broken.
Specific pains integrators hit
- Record discovery returns incomplete or unexpected care contexts.
- Consent request/approval path stalls or times out mid-flow.
- Data fetch succeeds but decryption or key references fail.
- FHIR parsing errors leave doctors with empty or partial views.
- Display mapping into HIMS UI loses clinical meaning (codes, units, dates).
- End-to-end path: Doctor → HIU → Consent → HIP discovery → data request → encrypted data → decryption → FHIR → HIMS — any hop can fail silently.
- Weak stage-level observability makes “it doesn’t work” tickets unsolvable.
How ABDMExpert helps
Practical responses — not slogans
- End-to-end HIU pipeline with stage-level observability and correlation IDs.
- Decrypt → FHIR → presentation patterns that preserve clinical usefulness.
- Consent and fetch retry strategies that respect artefacts and purpose.
- Monitoring for consent failures, fetch errors and parse rates.