Insights

Insights from the build

Practical notes on healthcare technology, interoperability, AI, and automation — drawn from systems we run in production.

InteroperabilityFHIRHL7

FHIR vs HL7v2: which to use, and when

A practical guide to the two healthcare interoperability standards — what each is for, where they overlap, and how to make them work together.

7 min read
AIHIPAARAG

Shipping HIPAA-compliant AI

How to build RAG assistants and AI features that handle PHI safely — grounding, zero data retention, access control, evaluation, and human review.

7 min read
InteroperabilityDevicesFHIR

From wearable to EMR: a reading's journey

BLE to FHIR to HL7v2 to Epic and Cerner — the four layers a device reading crosses, and the engineering that keeps it from getting lost.

7 min read
AutomationOperationsn8n

What automating clinic operations actually looks like

Real operations automation — intake, confirmations, billing, payments, and system sync — built for the unhappy path and run in production, not just demoed.

6 min read