Change Management is one of the most critical processes within IT Service Management (ITSM). Its purpose is to ensure that modifications to the technology environment are introduced in a controlled manner that minimizes disruption to services. However, as digital ecosystems grow in complexity, traditional change management approaches often struggle to accurately assess the risk associated with proposed changes.