ShiftSmart.AI
Overview
ShiftSmart.AI is an AI-powered platform that optimizes emergency department staffing to reduce wait times, improve Medicare scores, and save on labor costs. Our solution helps hospitals align staff with real-time patient demand while maintaining CMS compliance.
Key Features
AI-Powered Predictions
Forecasts patient volumes and acuity with high accuracy (R² up to 0.97) using advanced machine learning models.
Real-time Analytics
Tracks key metrics including arrival-to-provider time and left without being seen rates in real-time.
Seamless Integration
Works alongside existing EHR systems like Epic and Cerner without disrupting clinical workflows.
Compliant & Secure
HIPAA-compliant data handling and processing with enterprise-grade security measures.
Technical Implementation
Our data-driven approach combines advanced analytics with healthcare expertise:
Data Pipeline
Integrated with EHR systems to collect real-time patient and operational data
ML Models
RandomForest algorithms predicting 6 key performance indicators
Performance
Achieved R² scores up to 0.97 for critical metrics
Impact
Next Steps
We're currently seeking hospital partners to pilot ShiftSmart.AI and transform their emergency department operations. Our team is ready to deploy and customize the solution to meet your specific needs.
