System Design: Design a Data Warehouse for a Retail Store

Imagine you are tasked with designing a data warehouse for a retail store chain. The data warehouse should support analytical queries for inventory management, sales reporting, and customer insights. Describe how you would structure the data, what key models you would use, and how you would ensure the system scales with increasing data volume.