Modern data architectures are evolving with Lakehouses combining the affordability of Data Lakes and the performance of Data Warehouses. Technologies like Apache Iceberg and Delta Lake are leading this shift, enabling teams to manage data efficiently while minimizing costs. The emergence of new systems like DuckLake further enhances the capabilities of Lakehouses, making them an attractive option for various data workloads.