Symbotic is an advanced AI Agent designed to enhance warehouse automation. By utilizing cutting-edge robotics and AI solutions, it optimizes the flow of goods and inventory within warehouses. The system employs computer vision and machine learning algorithms to facilitate fast and accurate handling of inventory, reducing operational costs and improving efficiency. Its capabilities include autonomous movement of goods, real-time inventory tracking, and data analytics, all aimed at transforming traditional warehouse operations into highly efficient automated systems.

Genie is an intuitive inventory management platform designed for e-commerce businesses. It allows users to easily track their stock, create purchase orders, and generate detailed reports. The platform provides real-time data and insights, ensuring that businesses can make informed decisions regarding their inventory. Genie is integrated with Shopify and offers additional features such as managing multiple currencies, tracking production and landed costs, and custom reporting. Say goodbye to spreadsheets and outdated systems and hello to smooth, efficient inventory management with Genie.

The Beer Game Environment provides a discrete-time simulation of a four-stage beer supply chain—retailer, wholesaler, distributor, and manufacturer—exposing an OpenAI Gym interface. Agents receive observations including on-hand inventory, pipeline stock, and incoming orders, then output order quantities. The environment computes per-step costs for inventory holding and backorders, and supports customizable demand distributions and lead times. It integrates seamlessly with popular RL libraries like Stable Baselines3, enabling researchers and educators to benchmark and train algorithms on supply chain optimization tasks.