A deep dive into how neocloud providers build and monetize value-added AI data services including vector search, event streaming, database, and inference data management on a shared, multi-tenant VAST foundation. Covers the service catalog model, multi-tenancy considerations, and the TCO case for consolidating these services on one platform.