Health care is a complex industry with high and fixed labor costs, variable and unpredictable demand, and historical difficulty in adopting technology. However, technology has advanced enough to add significant value to hospital operations by predicting changing volumes in real time and matching staffing levels to optimize efficiency and balance operational priorities.
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- Emergency Medicine
Scalable approaches that prioritize acute patient care while achieving strategic goals.
Hospital Medicine
Streamlined management and virtual care solutions to maximize efficiency.
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- Critical Care Medicine
Intensivist staffing and management, leveraging technology for quality care.
Clinical Integration
Solutions to align and integrate processes and understanding across departments.
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- Virtual Health
Leverage technology to expand coverage & support both in and outside of the hospital.
Connected Care
Engaging with patients for proactive planning and preventative health.
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August 26, 2022Artificial Intelligence: How to Unlock Value in Hospital Operations
Related TopicsHow Do You Do That?
Forecast
- Use historical volume data to train algorithms that predict future volume
- Predict volumes 60-90 days in advance
- Forecast number of patients daily and per hour
Simulation
- Use digital twin simulations to predict case mix
- Runs hundreds of thousands of potential scenarios
- Identifies most likely pattern
Solver
- Use sophisticated algorithms to optimize staffing levels
- Volume + Acuity + Arrival Patterns = Staffing Plan
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