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

ArXi:2604.08603v1 Announce Type: new Existing LLM-based agent systems share a common architectural failure: they answer from the unrestricted knowledge space without first simulating how active business scenarios reshape that space for the event at hand -- producing decisions that are fluent but ungrounded and carrying no audit trail.