Healthcare

The pain

Chilean (and LATAM) digital health carries HL7v2-over-TCP through interfaces no one wants to touch. Meanwhile FHIR is the emerging international standard, FONASA pushes interoperability, and patients expect UX on par with their bank.

What CultureTech is preparing for this vertical

FHIR Implementation

Adoption of FHIR R4/R5 with Chilean profile (FHIR-CL). Canonical resources: Patient, Observation, Encounter, Condition. Incremental implementation on top of existing HL7v2 infrastructure, no big-bang.

Clinical Observability

Semantic observability of the clinical flow: how many lab orders fail silently, what percentage of results arrive within SLA, which interoperability contracts are degraded. Not Datadog-for-healthcare — it’s Aether with clinical profiles.

HL7→FHIR Strangler Fig

Incremental migration of the HL7v2 bus to FHIR using Fowler’s Strangler Fig pattern. No downtime, no big-bang rewrite, immediate rollback.

AI Diagnostic Pipeline Engineering

For clinics integrating AI diagnostic (radiology, pathology): model governance, continuous production evaluation, demographic bias handling, inference traceability for audit.

Related MCPs (roadmap)

• FHIR Chile — programmatic access to the local FHIR-CL cluster.
• DICOM — medical imaging with clinical metadata.

How to start

If your clinical org is locked in HL7v2 or wants to adopt AI diagnostic with real governance: 30-minute Assessment Call, no sales pitch.