Post by Jayasudha Mudaliar

🚀 Beyond Warehouses and Lakehouses: Rethinking the Storage Layer for Business Operations Most data architecture discussions focus on 🏢 #Lakehouses and 📊 #Warehouses. But are they enough to power modern businesses? 🤔 In this newsletter, I explore: ⚡ Why Operational Databases are the foundation of real-time applications 🌊 How Streaming Platforms enable event-driven architectures 📈 The role of Time-Series Databases for IoT and telemetry 🔍 Why Search Databases power observability and fast retrieval 🕸️ How Graph Databases unlock relationship-driven insights 🤖 Why Vector Databases are becoming essential for Generative AI 💡 The future isn't LH vs WH—it's choosing the right database for the right workload. #DataArchitecture #DataEngineering #OperationalDatabases #Lakehouse #DataWarehouse #VectorDatabases #GenerativeAI