Agentic ERP: Multi-Agent Large Language Model Architecture for Autonomous Enterprise Resource Planning
3.40T1 sourcearXiv cs.MA
Source record
Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.17331.
Pipeline notes
The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.
SummaryA research paper proposing Agentic ERP, a multi-agent LLM architecture combining role-aligned agents, risk-tiered human-in-the-loop oversight, and a graph-based Planner-Executor-Reflector-Responder orchestrator executed against a production ERP backend. Evaluated via scenario tasks, comparison of six orchestration paradigms, and a 365-day simulation reporting zero stockouts versus rule-based baselines.
Why it mattersA reference architecture plus a 365-day agent-in-the-loop simulation protocol for running multi-agent LLMs on production ERP, with reported quantitative gains over RPA. Useful reading for anyone designing agentic enterprise systems.
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