HealthTech MVP: AI Hospital Management
Novamed
Location
Bengaluru, India
Team Size
Pilot: 3 Hospitals
Duration
6 Months
Main Result
Real-time Monitoring & Predictive Alerts
The Challenge
Novamed needed a scalable, production-ready MVP to prove their AI-driven hospital management concept. Their infrastructure lacked real-time patient telemetry ingestion, predictive analytics for patient deterioration, and a cloud-optimized architecture for low-latency monitoring across multiple hospital sites. Integrations with bedside devices and existing EHRs were fragile and non-standardized, making deployment and maintenance difficult.
The Solution
We designed and delivered a full-stack MVP and accompanying cloud infrastructure for Novamed that included:
- Real-time Patient Monitoring — Telemetry ingestion pipeline for vitals, streamed and normalized across device vendors
- Predictive ML Models — Early-warning algorithms to surface patient deterioration and prioritize clinician attention
- Alerts & Automated Communications — SMS/email/push workflows for clinical teams and family notifications
- Cloud-Optimized Backend — Serverless/containers architecture with autoscaling, secure multi-tenant data isolation, and HIPAA-like controls
- Robust API & Integrations — FHIR-compatible adapters for EHRs and device integrations
- Scalable Frontend — Responsive clinician dashboard with patient timelines, cohort views, and drill-down analytics
- Professional Marketing Site — A simple, consumer-facing site to support investor demos and early customer outreach
- Deployment Automation & Observability — CI/CD pipelines, monitoring, and tracing for fast iteration and reliability
Results
Pilot Hospitals
Successful pilot deployments
Alert Accuracy
Precision of early-warning predictions
Response Time
Faster clinician response to critical events
Operational Load
Reduced manual monitoring effort
Key Insights
- ✓Real-time telemetry and prediction reduced critical event escalation by proactively surfacing risks
- ✓Cloud-optimized architecture handled bursts of telemetry with low latency and high reliability
- ✓Standardized integrations (FHIR) simplified on-boarding across hospital IT stacks
- ✓MVP + marketing site helped secure follow-on pilot funding and clinical partnerships
Ready to achieve similar results?
Let us show you how Nurahex can transform your business like we did for Novamed.