Effectively managing COBie data input is crucial for the completion of modern construction projects. Adopting streamlined workflows and technologies can drastically reduce manual entry, minimize mistakes, and enhance data validity. By streamlining the process, construction teams can allocate valuable time for strategic tasks, ultimately leading to