Snowflake operates on a multi-cluster, shared data architecture, which separates storage and compute resources. This unique architecture allows for independent scaling of storage and compute, providing businesses with the ability to optimize costs and performance based on their specific needs. Data is stored in a centralized repository, while compute resources can be scaled up or down dynamically to handle varying workloads.