AIBullisharXiv – CS AI · 10h ago7/10
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From Business Events to Auditable Decisions: Ontology-Governed Graph Simulation for Enterprise AI
Researchers introduce LOM-action, an enterprise AI system that grounds LLM-based decisions in business ontologies and event-driven simulations rather than unrestricted knowledge spaces. The approach achieves 93.82% accuracy with 98.74% F1 scores on decision chains, vastly outperforming larger models like DeepSeek-V3.2, while maintaining complete audit trails for enterprise compliance.