CASE STUDY // HEALTHCARE DATA

CareConnect Telemetry

Continuous Clinical Vitals Telemetry & Autonomous Triage Dispatching

CareConnect Clinical Telemetry Preview

Project Summary

CareConnect engaged Shearwater Data to design and deploy a distributed patient telemetry platform linking in-home biometric sensors, acute convalescence wearables, and emergency medical triage desks across 12 healthcare systems. The solution ingests continuous cardiac and respiratory feeds, automatically flagging micro-arrhythmias with audited zero-lag accuracy while satisfying strict HIPAA and HITECH requirements.

Industry

Healthcare & Clinical Informatics

Scope
HIPAA Infrastructure IoT Stream Ingestion Time-Series Lakehouse Automated Triage Dispatch HL7 / FHIR Integration Clinician Tablet UX
Key Features
Sub-100ms Ingestion Latency Kafka + Flink Stream Fabric Encrypted BAA Enclaves Predictive Sepsis Early Warning Offline Resilient Mobile Client Clinician Escalation Webhooks
Clinical Vitals Monitoring Challenge
THE OPERATIONAL BOTTLENECK

Preventing Delayed Interventions Across Fragmented Care Desks

Convalescent and post-operative patients recovering at home generate continuous data streams that traditional electronic medical record (EMR) architectures cannot ingest without severe latency spikes. Alarm fatigue among nursing teams routinely obscured critical physiological deteriorations.

CareConnect required an intelligent stream filtering engine that could ingest millions of events per second, separate benign sensor noise from actionable deterioration trajectories, and dispatch qualified practitioners instantly.

CareConnect Clinical Architecture
ENGINEERING INTERVENTION

Stream Ingestion Fabric with Deterministic Anomaly Scoring

Shearwater Data implemented an Apache Flink stream analytics cluster running over AWS EKS, processing normalized MQTT feeds transmitted by home medical hubs. The system maintains an in-memory rolling state for each patient's baseline vital metrics.

When statistical shifts exceed clinical confidence thresholds, FHIR-compliant payloads immediately trigger priority push notifications to attending physicians while logging audit trails into an encrypted Snowflake data lakehouse.

“Their team understood the life-critical nature of our stream architecture. They delivered a fault-tolerant telemetry pipeline that has actively averted emergency complications for thousands of patients.”
Elena Rostova, MD VP of Clinical Informatics at CareConnect
MEASURABLE IMPACT

Empirical Results

Production deployment across 12 partner healthcare regional systems yielded immediate clinical and operational dividends:

< 90 ms

End-to-End Alert Dispatch

-64%

Unplanned Hospital Readmissions

100%

HIPAA Compliance Audit Score

150M+

Daily Vitals Data Points

CareConnect Clinical Results
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