Case Study

Healthcare Patient Flow Optimization

Healthcare4 min

Admissions forecasting, real-time bed tracking, resource allocation, and operational dashboards to reduce wait times and improve care.

Project Overview

Hospitals faced admission surges, bed constraints, and fragmented data. We built forecasting and allocation intelligence with real-time visibility to improve throughput and staffing at peak.

Key Challenges

Unpredictable Admission Surges

Inefficient Bed Allocation

Fragmented Clinical & Operational Data

Staffing Gaps at Peak

Lack of Surge Preparedness

Our Solution

  • Admissions Forecasting Models
  • Real-Time Bed Tracking
  • Resource Allocation Engine
  • Operational Dashboards

Key Technologies

Python & Scikit-learnAzure SynapseIoT/MQTTPower BIAzure Hosting