El Dorado at New Relic builds a graph database from source data four times a day. A typical build has a quarter million nodes connected with a half million relations.
Canned queries meet most needs but the El Dorado user interface supports ad hoc customization with refinements passed back and forth over slack.
Refining Team Contacts for csv output.
Refining a Complicated Diagram with colorful encoding.