AI Use Case

Predict drug demand in different geographies for different products

Predicting drug demand in different geographies for different products. This will potentially be driven by factors from disease outbreak vectors through to socio-economic indicators or even media-driven consumption demand trends.

Function

Benefits

Operational Support - Demand forecasting,Cost - Optimise geographic footprint ,Operational Support - Situational awareness

Case Studies

Sanofi Pasteur~Sanofi Pasteur plans to make vaccines more effective by assessing biomarkers of influenza vaccination outcomes with machine learning

Industry

Healthcare

Pharmaceuticals And Biotech

Data Sets

Structured / Semi-structured

AI Technologies

ML Task - Prediction - Regression,Model Architecture - Random Forest,Model Architecture - Artificial Neural Network (ANN),Traditional AI,Model Architecture - Gradient boosting,Machine Learning (ML)

Potential Vendors

BERG