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DataOps

Pipelines & ETL

Ingest, transform, and reverse-ETL across FHIR, claims, devices, and analytics warehouses.

Active pipelines
48
Rows · 24h
312M
Failed runs · 24h
3
Schemas under contract
84

Pipeline health

  • FHIR ingest → bronze
    lag: 1m lag
    healthy
  • Bronze → silver (USCDI v3)
    lag: 4m lag
    healthy
  • Claims 837/835 normalize
    lag: 12m lag
    healthy
  • Device telemetry rollup
    lag: 2m lag
    degraded · partition skew
  • Reverse-ETL → CRM (HubSpot)
    lag: next at :15
    scheduled
  • ML feature store sync
    lag: 8m lag
    healthy

Data quality checks

  • PII leakage scan (regex + ML)0 hits / 24hok
  • Null-rate drift — Patient.gender+1.2ppdefault
  • Volume anomaly — Encounter−18% vs baselinewarn
  • Schema drift — Observation.code2 new codesdefault

Recent failures

  • epic-fhir-sync · auth 401
    owner: integrations · retried 3×
  • warehouse-merge · OOM on Encounter
    owner: dataops · raised limit
  • cdc-stream · checkpoint stalled
    owner: platform · resumed