Scalable, Centrally Managed AI for Enterprise-Grade Triage Operations

For large hospital networks, regional health systems, and research-driven environments, cloud-based AI deployment offers
a centralized architecture with superior scalability, compute power, and data integration. ERTRIAGE’s cloud AI model
allows facilities to run advanced triage inference across multiple sites with minimal local processing requirements.

Deployed in secure, health-compliant cloud environments (e.g., GCP, Azure for Healthcare), the cloud model enables high-throughput inference,
continuous model refinement, and integration with enterprise systems including EHR, hospital information systems (HIS), and care coordination platforms.

Key Functional Capabilities

• Real-time inference: Sub-second processing using high-performance cloud infrastructure
• Always up to date: Centralized model deployment ensures all sites use the latest version
• Multi-site support: Ideal for health systems managing multiple triage points or distributed care hubs
• Web-based dashboards: Unified view of triage patterns, acuity levels, and response metrics

Benefits of Cloud AI Deployment

• Scalability: Supports high patient volumes and multiple parallel triage sessions
• Central Oversight: Administrators and clinical leads gain insight into triage behavior across departments
• Rapid Rollout: New features, protocols, and algorithms can be deployed system-wide with zero local updates
• Integration Friendly: Connects to EHRs, health analytics tools, and population health databases

Clinical Scenario

A multi-site hospital system uses ERTRIAGE to standardize triage across 12 facilities. The cloud AI model ensures that each patient encounter is assessed with the same
high-precision algorithm. The clinical director uses the centralized dashboard to monitor triage trends and ensure compliance with emergency prioritization protocols.
When a new risk stratification guideline is issued by the health ministry, it is deployed across all sites instantly via cloud update.

The cloud AI deployment model provides system-wide consistency, operational scalability,
and powerful visibility for clinical leaders — making ERTRIAGE an asset for hospitals looking to align triage performance with enterprise transformation goals.