Leveraging building information modeling (BIM) in the construction industry has become increasingly critical. With manual design methods often yielding inaccuracies and inefficiencies, scan-to-BIM conversion emerges as a powerful solution. By translating point cloud data captured through 3D scanning into accurate BIM models, project stakeholders ca