As data evolves, so do the data architectures. In this article, Gaurav Thalpati explores the latest trends in cloud data architecture, including the shift towards true lakehouses that house all data in one place for better cost benefits and performance, the use of SQL as a simpler but powerful framework for implementing data pipelines, and the critical importance of data governance and security, which still requires a lot of work. Thalpati offers insights and recommendations for organizations seeking to adopt these trends in 2022 and beyond.