Effectively managing COBie data input is vital for the efficiency of modern construction projects. Adopting streamlined workflows and technologies can substantially reduce manual input, minimize errors, and boost data validity. By optimizing the process, construction teams can free up valuable time for strategic tasks, ultimately leading to improve