~/talk

From Zero to Production FHIR Server in 6 Months at a Large Northeast Healthsystem

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A large Northeast system stands up a fully managed cloud FHIR repo on Google Cloud Healthcare API and migrates over 10 TB of data in six months, ingesting ~2 million HL7‑derived bundles (10–15 million resources) with bursts of 20–75 bundles/sec and support for 15,000+ users. Data pipelines use Dataflow/Apache, Python and Liquid templates, favoring parallelized, batched bundle writes for throughput and cost. Patient merges currently use a $everything merge approach, reconciliation runs continuously, and data is encrypted at rest and in transit.

AI-written summary · about

  1. 0:00Introduction
  2. 0:58What makes Northwest Health a large health system
  3. 3:13Learning from the Past
  4. 5:57Precursors
  5. 9:45Lessons Learned
  6. 14:28Questions
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