DeepMatrix Point Cloud Intelligence

DeepMatrix's point cloud module processes LiDAR and other 3D scans of linear infrastructure such as power lines and transit corridors. It removes noise and outliers, separates vegetation from built assets, and classifies points into ground, vegetation, poles, wires and structures. On top of that it produces colour-coded clearance models and encroachment heatmaps, flags conductor sag and proximity breaches, and compares scans with tower layouts or digital twins to detect positional shifts and height deviations. Outputs are structured layers that can feed downstream analysis and ERP-linked maintenance workflows in the wider DeepMatrix platform.