Leveraging BIM (BIM) in the architectural industry has become increasingly essential. With manual design methods often yielding inaccuracies and inefficiencies, scan-to-BIM conversion emerges as a powerful solution. By converting point cloud data captured through survey equipment into accurate BIM models, project stakeholders can gain unprecedented