Open Data Formats: Watson Knowledge Catalog allows access to all your data through a single point of entry, regardless of its format or location. This eliminates the need for data migration or recataloging within your organization. Fit-for-Purpose Query Engines: It provides optimized query engines to handle various data workloads. This ensures efficient data retrieval based on the specific type of data you're working with. Integrated Vector Database: For tasks involving retrieval augmented generation (RAG) and other AI applications, Watson Knowledge Catalog features an integrated vector database to prepare your data effectively. Embeddable AI-Powered Semantic Layer: The platform offers an embeddable semantic layer powered by AI. This allows users to access and understand data without needing to know SQL, making it user-friendly for various technical backgrounds.