Challenge 2 of 25 · Clinical data & FHIR
HIP Challenges
For a Health Information Provider (HIP), the hardest work is converting existing hospital data into ABDM-compatible health records. Legacy HIMS rarely follows ABDM standards; demographics, IDs, ABHA linking and free-text clinicals all block clean HIP publish flows.
Technical: High
Operational: High
Problem summary
What goes wrong in the field
For a Health Information Provider (HIP), the hardest work is converting existing hospital data into ABDM-compatible health records. Legacy HIMS rarely follows ABDM standards; demographics, IDs, ABHA linking and free-text clinicals all block clean HIP publish flows.
Specific pains integrators hit
- Existing HIMS does not follow ABDM data standards out of the box.
- Patient demographics are incomplete or inconsistent across modules.
- Multiple patient IDs exist for the same person, breaking linking and discovery.
- ABHA linking is incomplete or inconsistently captured at registration.
- Historical records are difficult to convert into valid ABDM artefacts.
- Clinical data is stored as free text instead of structured resources.
- Prescriptions lack structure; lab reports use inconsistent terminology.
- Discharge summaries vary by department; imaging/PACS needs separate handling.
- FHIR mapping from hospital schemas becomes a project unto itself.
How ABDMExpert helps
Practical responses — not slogans
- HIP module patterns for discovery, linking and safe data push with transaction safety.
- Data-quality workshops before mapping so FHIR work is not wasted on dirty masters.
- Connector architecture that keeps HIMS behind a gateway while publishing to ABDM.
- Clear M2/M3 scope so HIP deliverables are commercially bounded.