Data lakes are ideal for storing large volumes of diverse data types, including both structured and unstructured data in its original format, making them suitable for comprehensive data analysis and data integration. In contrast, data warehouses store structured data that has been processed and refined, which is optimized for fast querying and reporting. SPD Technology has profound expertise in designing efficient cloud-native data warehouses and lakehouses, enabling elastic scalability, cost-efficiency, and secure access to structured and unstructured data from a single, unified platform.