AI-Driven Mapping of Contextual Communications to Enterprise Processes

Abstract

We present an AI-assisted framework that uses LLMs to map unstructured organizational communications to a domain-specific metamodel and corresponding enterprise process activities. By linking messages to affected and dependent processes, the framework supports real-time situational awareness and proactive risk identification. Evaluation demonstrates effectiveness and scalability on large communication streams and process models.