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This paper presents the initial steps to integrating a distributed discrete event simulation system with a framework for intelligent software agents.The resulting system has a simulation component that is based on the high-level architecture (HLA) and an agent component that implements the belief-desire-intention (BDI) approach to agent modelling.The architecture is connected to a real-time information source.The framework was successfully applied to a real-life monitoring system for a tunnel-boring machine exca-vation project that helped with forecasting and managing the project timelines in response to the changes in the uncertain excavation environment.This project is presented as a test case and demonstrates encourag-ing results for integrative modelling of large-scale problems with elements of uncertainty.