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RESEARCH27

From Business Events to Auditable Decisions: Ontology-Governed Graph Simulation for Enterprise AI

arXiv CS.AIΒ·April 13, 2026

LOM-action introduces an event-driven ontology simulation for enterprise AI to address the architectural failure of LLM-based agents producing ungrounded decisions. It uses business events to trigger graph mutations, evolving a simulation graph from which all auditable decisions are exclusively derived.

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