One question, answered three ways. See what each tier adds — from a flat RAG snippet to a four-agent chain that queries the real Neptune graph and shows its reasoning.
Chatbot · RAG
Finds the closest passage in a document corpus and returns a flat snippet — no graph traversal, no source tracing.
Agent · Tool-use
Calls Neptune with a real openCypher query — answer is grounded in the live ownership graph, not just static docs.
Agentic · multi-agent
Four specialised agents hand off — Planner → Graph → Analyst → Editor — with full provenance and highlighted graph nodes.