Effectively managing COBie data input is crucial for the completion of modern construction projects. Adopting streamlined workflows and technologies can substantially reduce manual processing, minimize mistakes, and boost data validity. By streamlining the process, construction teams can redirect valuable time for critical tasks, ultimately leading