Abstract: A method for providing graph data is described. A request for graph data based on a data graph is received, the data graph having i) nodes representing entities associated with an enterprise organization, and ii) edges between nodes representing relationships among the entities. A search embedding corresponding to the request is generated. Embeddings from a set of embeddings that are adjacent to the search embedding are identified, wherein the set of embeddings represent the data graph. Graph data corresponding to the identified embeddings is provided in response to the request.