AI RESEARCH
ORPilot: A Production-Oriented Agentic LLM-for-OR Tool for Optimization Modeling
arXiv CS.AI
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ArXi:2605.02728v1 Announce Type: new This paper presents ORPilot, an open-source agentic AI system that translates real-world business problems into solver-ready optimization models. Unlike academic LLM-for-OR tools that assume clean problem specifications with preformatted inline data, ORPilot is designed for production conditions: ambiguous descriptions, large-scale raw operational data, and the need for portability across solver backends. The system