Information portal with semantic search in natural language, dynamic filters, rankings, and saved searches on the Metadata Lake. Marketplace that publishes Data/AI Products, manages consumption via DSAs and Contracts, request “cart,” approval flows, and automatic permission granting, with an obfuscated sample option to validate fitness-for-use without moving/replicating data.