AI Use Case

Predict potential staffing requirements to optimise resourcing

Use latest algorithms to provide better predictive modelling and classification than current techniques.

Function

Human Resources

Employee Relations

Benefits

Operational Support - Cost forecasting,Operational - Increased machine uptime,Cost - Staff efficiency

Case Studies

Gold Coast Health~Gold Coast Health saves $3m per annum in operational costs by forecasting patient arrival rates at emergency care using machine learning,Assistance Publique-Hôpitaux de Paris (AP-HP)~Assistance publique – Hôpitaux de Paris optimises staffing by predicting emergency room admission rates by hour and day using machine learning

Industry

Data Sets

Structured / Semi-structured,Time series

AI Technologies

Machine Learning (ML),Model Architecture - Recurrent Neural Network (RNN)

Potential Vendors

CSIRO