Effectively leveraging COBie data input is vital for the success of modern construction projects. Adopting streamlined workflows and technologies can significantly reduce manual entry, minimize errors, and boost data validity. By optimizing the process, construction teams can allocate valuable time for essential tasks, ultimately leading to improve