Engineering a HIPAA-gated Agentic Workflow to transform raw wearable telemetry into high-signal intervention alerts—reducing clinician alert fatigue while enabling proactive chronic heart failure management.
Trusted by Leading Fortune 500 Innovators
Regional health system monitoring 50,000+ chronic heart patients using diverse IoMT wearable devices.
Health-Tech Architect + 2 Bio-Data Engineers + Agentic AI Lead embedded within Clinical Operations.
Filtering 90% of non-clinical device noise to deliver actionable, preventive alerts to cardiologists.
FHIR-integrated Kafka streams, HIPAA-gated LLM agents, and real-time vital telemetry orchestration.
The client’s remote monitoring program was generating millions of data points daily from patient wearables, but clinicians were drowning in false-positive 'high heart rate' alerts triggered by common activities like walking or stress.
The risk was clinical: 'Alert Fatigue' led to critical decompensation signals being missed in the noise. The enterprise required a transition from 'Raw Data Streaming' to 'Contextual Clinical Intelligence' without compromising strict HIPAA data-sovereignty requirements.
Simple min/max limits caused constant false alarms during patient movement.
Cross-correlates multi-sensor data to differentiate exercise from emergency.
Reliance on VPNs; data was vulnerable if the primary node was breached.
End-to-end encryption with PHI-scrubbed clinical inference paths.
Clinicians checked dashboards manually; response lagged by hours or days.
Agentic AI initiates preventive intervention workflows in under 60 seconds.
Autonomous agents identify 'Sub-Clinical' trends—like gradual weight gain paired with dropping HRV—days before heart failure symptoms appear.
Models run on anonymized vectors within a HIPAA-compliant VPC, ensuring zero external exposure of patient identities.
Ensures critical alerts are routed to the specific on-call cardiologist's device with full EMR context attached.
Pre-audited security templates for connecting medical-grade wearables to HIPAA clouds.
Production-ready streaming ingestion templates for rapid ECG and SPO2 feature-engineering.
Real-time monitoring for sensor drift and clinical threshold distribution dashboards.
Automated log-retention and audit-trail policies to maintain HIPAA/SOC2 alignment.
Agentic preventive interventions allowed for early diuretic adjustments, keeping patients out of the ER.
Filtering out 92% of noise enabled staff to act on critical signals nearly twice as fast.
Architecture processes 50k+ concurrent streams with sub-second latency for zero-gap monitoring.
Client Testimonial
Coretus didn't just give us a dashboard—they engineered an agentic care mesh that acts as our clinicians' eyes 24/7. We’ve cut emergency readmissions by 18%, but more importantly, we’ve regained the trust of our cardiology team by eliminating the alert noise.
Chief Medical Information Officer