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