Predictive AI Saves $4.1M Annually and Boosts ER Throughput for Leading Healthcare System

Success Story

Predictive AI Saves $4.1M Annually and Boosts ER Throughput for Leading Healthcare System

A leading U.S. healthcare system faced overwhelming ER congestion, staffing inefficiencies, and unpredictable patient surges. TechWish stepped in with a predictive AI platform that fused EMS feeds, weather patterns, and public health data to forecast demand and optimize resources. The result was smoother ER operations, fewer diversions, and a vastly improved care experience—empowering clinical teams to act proactively and keep emergency departments running efficiently across multiple facilities.

Snapshot

  • Predictive AI platform for 30-day ER admission forecasts
  • Real-time integration with Epic EHR and EMS systems
  • Secure, HIPAA-compliant architecture using federated learning
  • Operational dashboards for alerts, insights, and planning