A warehouse is a place for storing goods. It is used by manufacturers, importers, exporters, transport businesses, wholesalers, etc. In this recent technological world, a warehouse management system is a software application used for the efficient management of warehouses. This project aims to develop a web application. This application is used to predict the demands required in a warehouse for a short period of time. Here, we aim to analyze the data regarding sales and production and to extract the daily data from the warehouse which is used to detect the fluctuations in the sales. The web application uses machine learning algorithms to predict the requirements for production which helps in managing the warehouse. Then, we aim to deploy the created models using python.