Point cloud data has emerged as a rich source of information in the construction industry. Manual methods for generating Building Information Models (BIMs) can be laborious. Automation of BIM generation from point clouds offers a compelling solution to address these challenges. By extracting the 3D geometry and attributes contained within point clo