Today’s global business trends are causing a significant and complex data revolution in the healthcare industry, culminating in the use of artificial intelligence and predictive modeling to improve health outcomes and performance. This study uses data on drug expenditure transactions based on prescriptions given by doctors to patients indispensaries based on time series to be able to predictdrug needs in the coming period. The calculation of the drug needs to be done optimally

Artificial Intelligence, Dataset, Spark, Hadoop applications, Prediction model, Optimization Model, Drug stock Formulary.