| Title: | Multi-agent system with dynamic routing and tool-aware execution for enterprise work flow automation |
| Authors: | Kisialeu, N. L. |
| Keywords: | материалы конференций;multi-agent systems;supervisors;Human-in-the-Loop service |
| Issue Date: | 2026 |
| Publisher: | БГУИР |
| Citation: | Kisialeu, N. L. Multi-agent system with dynamic routing and tool-aware execution for enterprise work flow automation / N. L. Kisialeu // Информационные технологии и управление : материалы 62-ой научной конференции аспирантов, магистрантов и студентов БГУИР, Минск, 13–17 апреля 2026 года / Белорусский государственный университет информатики и радиоэлектроники ; редкол.: А. А. Навроцкий [и др.]. – Минск, 2026. – С. 132–133. |
| Abstract: | This paper presents the architecture of a production-grade multi-agent system for enterprise workflow automation. The system
employs supervisor-based orchestration built on LangGraph, hybrid graph-semantic retrieval through Neo4j and ChromaDB,
Model Context Protocol for tool integration, and a Human-in-the-Loop service. Evaluation over a four-month deployment
demonstrates 35% improvement in answer relevance, 37% reduction in hallucination rate, and 28% decrease in token consumption. |
| URI: | https://libeldoc.bsuir.by/handle/123456789/65121 |
| Appears in Collections: | Информационные технологии и управление : материалы 62-й научной конференции аспирантов, магистрантов и студентов БГУИР (2026)
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