Clinical Decision Support Systems (CDS) are vital for modern healthcare, but their effectiveness hinges on robust, scalable infrastructure. This article delves into architectural paradigms like microservices and event-driven systems, leveraging cloud platforms, and ensuring data security. Discover how optimizing your CDS infrastructure can lead to better patient outcomes and operational efficiency in the US healthcare landscape.