DoseLogix: Pharmaceutical Distribution Management System

Abstract

The main objective of this venture is to overcome major constraints of the current Pharmaceutical Distribution Management Systems especially among the small and medium sized distributors. The existing software tends to be either old-fashioned in UI/UX, inconsistent data flow, expensive, or crippling with a deficit of certain industry-specific functional support. The key aim of DoseLogix is to develop a low-cost, contemporary, and powerful PDMS tool that can easily manage such vital functions as full inventory and detailed financial monitoring. This dedicated system is specifically designed to offer a secure authentication, the ability to support multi-tenancy, and built-in advanced analytics to support robust business expansion in the future. The system architecture is a service-oriented system design with a modern Next.js front end and an asynchronous backend based on Express.js on the Node.js platform, and a dedicated Python micro-service to perform advanced computational functions. It uses JavaScript and TypeScript to develop the core applications, and uses Python libraries, including Scikit-learn and Pandas, to carry out the most important machine learning operations. The system uses MongoDB Atlas, a NoSQL document database that is a cloud-based system, to support data persistence across all the system modules with a high level of scalability and real-time data management of data. The implementation successfully provided a powerful centralized application that included lean sales and purchase invoicing, real-time inventory controls with First Expiry First Out (FEFO) logic, and delivery logs. One of its major inventions is the inbuilt AI-based module, which makes correct predictions of up to seven days of future product sales based on the historical data interpreted by the best-performing models on our dataset. The system also includes a critical web scraping system to automatically gather the most recent health advices from recognized Pakistani health advisories to help the distributors make proactive buying choices. The most important operational improvements are tracking the aging of receivables, automated stock notifications, and showing the previous three sales prices right in the sales invoice creating process. As a concluding remark, DoseLogix is able to meet its major mandate, that is, providing an efficient, secure and modernized Pharmaceutical Distribution Management System, which is specifically designed to suit small and medium-sized enterprises. This is a specialized platform that directly addresses and overcomes key industry gaps posed by old, generalized or too expensive distribution software. The effective integration of advanced, user-centric features, including AI sales forecasting, latest health news from advisories and real-time financial tracking, significantly increases operational accuracy and supply chain responsiveness. DoseLogix is positioned as a highly reliable, scalable and industry-specific software that makes life easier and promotes sustainable growth of business among pharmaceutical vendors.