Abstract Internet of Things (IoT) helps in creating innovation in pharma industry that will benefit manufacturers and as well as patients. The purpose of pharmaceutics is to improve patients’ lives so that they can live confidently and actively with the condition they suffer from. The IoT has already made tremendous changes in the pharma industry, and the technology is still in its infancy. This chapter aims to provide the various techniques related to IoT for pharmaceutical related data and further assist in the analysis of the data generated from pharmaceutical field. The various pharmaceutical concepts based on IoT are being investigated, and the clinical data is being investigated for the body movements, and an analysis is done based on that. The analysis of the proposed system shows that it is 4% better in reducing the error rate of the results.