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Monitoring and Optimization

Monitoring and optimization help ensure that Clinical Alerts are delivered reliably, filtered appropriately, and processed efficiently. Regular review reduces noise, improves performance, and keeps alerting workflows aligned with your clinical and operational goals.

Delivery Monitoring

Use these practices to verify that alerts are reaching your system and are processed without delay.

  • Log webhook activity: Capture payloads, HTTP status codes, and timestamps to measure latency between document retrieval and alert receipt.
  • Review retry patterns: Monitor exponential backoff retries for undelivered alerts until they are marked as failed.
  • Audit HL7 message processing: Confirm message integrity, routing, and delivery in your HL7 integration engine.
  • Track FHIR Subscription Bundles: Record received Bundle resources and verify associated Encounter and DocumentReference details.

Reduce Unnecessary Alerts

Apply these methods to limit alerts to clinically relevant and actionable events.

  • Review patient enrollment: Limit monitoring to targeted populations or programs.
  • Apply advanced subscription filters: Use parameters to narrow alerts by event type or source.
  • Use source filtering: Exclude low-value or repetitive document sources from triggering alerts.
  • Account for suppression rules: Avoid alerts from incomplete or invalid documents.

Improve Downstream Handling

Follow these steps to ensure alerts are processed consistently and routed correctly.

  • Implement deduplication: Match on patient ID, encounter ID, and timestamp to prevent duplicate processing.
  • Retrieve linked resources: Access full Encounter and DocumentReference resources to provide context.
  • Route by workflow: Send alerts to the correct recipients based on specialty, care setting, or program.
  • Log failures separately: Track retries and failures for diagnostic review and resolution.

Maintain Alert Accuracy

Use these checks to confirm alerting accuracy and system readiness.

  • Audit patient rosters: Confirm that rosters reflect current care programs and populations.
  • Verify subscription health: Check that subscription channels are active and delivering as expected.
  • Monitor licensing: Ensure Clinical Alerts licensing and feature access remain active.
  • Review document conversion: Confirm accuracy of synthetic HL7 message generation and report issues promptly.