Continuous patient monitoring
Live physiological streams remain visible across bedside, ward, and command-center views.
Medical device AI systems
Reliable AI systems for continuous patient monitoring
Schwannlabs develops intelligent medical device platforms designed for accuracy, uptime, and seamless integration into clinical workflows.
Request demoProblem
Fragmented monitoring slows clinical response.
Hospitals rely on fragmented monitoring systems with limited intelligence and poor integration. Teams are left reconciling bedside devices, central stations, manual escalation, and disconnected records during moments where clarity matters.
Solution
A unified AI-enabled monitoring platform designed for clinical environments.
Schwannlabs brings device signals, patient context, edge intelligence, and clinical workflow integrations into one dependable monitoring layer.
01
Sense
Continuous vitals and device telemetry from connected care areas.
02
Detect
AI models evaluate trend shifts, anomalies, and signal quality in real time.
03
Escalate
Prioritized alerts route to clinical teams through existing workflows.
Core capabilities
Built for continuous awareness across wards.
Real-time anomaly detection
Model-driven analysis flags emerging risks and filters signal noise before escalation.
Device-level intelligence
Edge processing supports local decisions, resilient operation, and fleet observability.
Data aggregation across wards
Clinical telemetry is normalized into shared views for teams managing multiple care areas.
Alert prioritization
Escalation logic separates urgent deterioration from lower-risk events and maintenance notices.
Products overview
A platform stack for intelligent monitoring systems.
Monitoring Platform
Centralized patient views, streaming vitals, alert routing, and clinical operations dashboards.
Edge Devices
Connected hardware modules for local processing, sensor fusion, and resilient bedside operation.
Analytics Engine
Models for anomaly detection, trend analysis, signal quality scoring, and population-level insight.
Integration Layer
Secure interoperability with hospital systems, device fleets, data stores, and clinical workflows.
Reliability & compliance
Engineered for medical environments where uptime is clinical infrastructure.
Designed for medical environments
Controls, workflows, and system behavior are shaped around clinical use.
High uptime systems
Architecture patterns support resilient device connectivity and monitoring continuity.
Audit-ready logs
Operational, device, and alert activity can be reviewed across the care lifecycle.
Secure data handling
Patient and device data flows are designed around access control and protected transfer.