The smart point cloud engine: 3D Spatial AI for AEC beyond drawings – Florent Poux – Universite de Liege

Your point clouds are the most expensive untapped asset in your firm. Smart point clouds start to fix that, but only at the geometry layer, and AEC clients have never paid for geometry alone. To turn a scan into a billable deliverable, you need a 3D Spatial AI cognition stack: dual-frame semantics that reason at both the object level and the scene level, plus the layers geometry cannot represent on its own (relationships, topology, physics, materials), with agents on top that query, modify, and generate the artefacts your clients actually buy. In twenty minutes I will show you that stack live on a laptop with Open-Source Tech and Smart Systems such as Neurones 3D, no cloud, to trace the path that turns AEC professionals into 3D Spatial AI Architects.