Explore a cutting-edge cloud business solution designed to optimize supply chain profitability in this 45-minute conference talk from code::dive 2020. Delve into the world of prescriptive analytics as speaker Agata Migalska, a data scientist at Nokia, presents the Component Optimization project. Learn how this innovative approach uses integer linear optimization to solve complex component-product-customer allocation problems, addressing the critical needs of supply chain decision-makers. Discover the project's integration with the Microsoft Azure cloud ecosystem, including its data acquisition, post-processing, and visualization components. Gain insights into the implementation of CI/CD pipelines and automated data update processes that enhance the solution's efficiency. Understand how this project exemplifies modern software architecture trends by combining advanced analytics with cloud deployment to tackle real-world business challenges in supply chain management.