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The people who know the structure keep it current by typing a sentence, instead of opening a form nobody opens. A streaming assistant answers questions about the graph and adds or reconciles entries from conversational input, so an org change or a new ownership link is a sentence rather than a data-entry task.

What ports as-is

  • The streaming chat panel over the graph
  • The add-and-reconcile write path
  • Entity and relationship CRUD behind it
  • An admin-managed model registry with keys never returned in plain text
  • Per-user credit limits on the assistant

What we build for you

  • Your entity and relationship types
  • Your field set
  • The rules for what counts as a duplicate worth reconciling rather than a new node