Effectively managing COBie data input is crucial for the efficiency of modern construction projects. Adopting streamlined workflows and technologies can significantly reduce manual input, minimize mistakes, and improve data validity. By automating the process, construction teams can redirect valuable time for strategic tasks, ultimately leading to