Point cloud data has emerged as a powerful source of information in the construction industry. Traditional methods for generating Building Information Models (BIMs) can be time-consuming. Digitalization of BIM generation from point clouds offers a compelling solution to address these challenges. By analyzing the 3D geometry and properties contained