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Mastodon Marketplace is revolutionizing the automobile logistics and supply chain industry through AI-driven insights and big data. Based in Dhaka, with operations in Chattogram (CTG) and Sylhet, we empower distributors to manage inventory efficiently and generate demand using our cutting-edge e-commerce platform. Our proprietary neural engine analyzes inventory metadata to predict demand for specific auto parts. Rather than holding inventory, we use MAMA (মামা), our AI-powered navigation tool, to project seasonal demand trends and optimize product listings. We are pioneering the adoption of HS/HSN codes for inventory tracking in Bangladesh, enhancing transparency and efficiency in the auto parts supply chain. Additionally, we are actively testing our AI-driven forecasting models to support industry transitions, including the rise of electric and hybrid vehicles. With a commitment to innovation, Mastodon Marketplace is redefining how auto parts are sourced, sold, and managed.