Point cloud data has emerged as a valuable source of information in the construction industry. Manual methods for generating Building Information Models (BIMs) can be laborious. Digitalization of BIM generation from point clouds offers a compelling solution to overcome these challenges. By analyzing the 3D geometry and characteristics contained wit