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Written by Max Zeshut
Founder at Agentmelt · Last updated Sep 9, 2026
A structured representation of entities and their relationships—people, companies, products, concepts—stored as nodes and edges. AI agents use knowledge graphs to reason about connections: which contacts work at which companies, which products compete, or which legal clauses relate to each other. Richer than flat databases for relationship-heavy tasks.
See it as a workflow
Inbound Lead Qualification WorkflowTrigger, steps, n8n nodes, guardrails and an importable template — plus what it costs to have it built.
Or skip the build
Workflows from $197/month, custom agents from $2,000.