This document provides an overview of the IMAGINE project, which aims to develop an innovative framework for effectively managing dynamic manufacturing networks. The 3 year project involves 14 organizations from 10 countries and is coordinated by INTRASOFT International S.A. The framework will be validated in 5 living labs and is expected to reduce costs and times associated with network design, production, and delivery while improving resource utilization and quality assurance. The project seeks involvement from industry, SMEs, and the scientific community.