Agentic ERP: Multi-Agent LLM Architecture for Autonomous Enterprise Resource Planning
A new preprint introduces Agentic ERP, a multi-agent architecture that leverages role-aligned large language model (LLM) agents and human oversight to automate operational decision-making in enterprise resource planning (ERP) systems. The system employs a graph-based orchestrator and was evaluated through a 365-day simulation, where it achieved zero stockouts, outperforming rule-based baselines that experienced hundreds of stockouts. The evaluation also included scenario-based tasks and crisis management comparisons, demonstrating significant improvements over traditional approaches.
Why it matters: This work provides evidence that LLM-based multi-agent systems, when combined with human oversight, can enable ERP systems to autonomously execute operational decisions, potentially advancing enterprise automation beyond traditional rule-based methods.
Full story at: arXiv Multiagent Systems ↗