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