Researchers have introduced Agentic ERP, a novel architecture designed to enable autonomous decision-making within Enterprise Resource Planning (ERP) systems. This system utilizes role-aligned large language model (LLM) agents, orchestrated through a graph-based Planner--Executor--Reflector--Responder framework, to manage complex business workflows. Evaluations demonstrated that Agentic ERP significantly outperformed traditional rule-based automation and no-intervention baselines, maintaining operational efficiency over a simulated year without stockouts. AI
IMPACT This research could enable ERP systems to move from passive data recording to active operational decision-making, potentially improving business efficiency.
RANK_REASON The cluster contains an academic paper detailing a new architecture and evaluation protocol for autonomous enterprise resource planning using LLM agents.
Read on arXiv cs.MA (Multiagent) →
- Agentic ERP
- enterprise resource planning
- large language model
- LLM agents
- Planner--Executor--Reflector--Responder
- robotic process automation
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