When an Import Needs a Staging Environment
Some FHIR imports are safe to run directly against production. Most are not. Deciding which category you…
Planning an Import Around Production Traffic Windows
The best-planned import that runs during clinic hours becomes the worst-planned incident. A FHIR server that sustains…
Monitoring an In-Flight Import for the Numbers That Matter
A long-running FHIR import that emits no metrics is a coin flip. Halfway through you have no…
Top 5 MPI Tools for Outpatient Behavioral-Health Networks in 2026
Outpatient behavioral-health networks have a matching problem that hospital MPIs do not usually face. The same patient…
Parallelizing an Import Without Corrupting References
Parallelizing a FHIR import is the single biggest lever for cutting duration. Running eight workers instead of…
The Four Dominant Drivers of Import Duration
FHIR import duration is not one number produced by one lever. It is a function of four…
Predicting How Long a FHIR Data Import Will Take
The first migration meeting where someone asks "how long will this take?" is where a lot of…
FHIR Master Patient Index for Outpatient Practices: A 2026 Field Guide
A FHIR Master Patient Index in an outpatient setting is not the same beast as an enterprise…
How long does an import take?
Curious how long a Synthea-shaped dataset takes to load? the bulk import time estimator I keep on…
Top 4 Cloud Terminology Services for Small Outpatient Clinics
Small outpatient clinics rarely have the bench depth to operate a terminology server in-house, even an open-source…
