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 intensive. Digitalization of BIM generation from point clouds offers a compelling solution to mitigate these challenges. By extracting the 3D geometry and properties contained within