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Spatial AI & Automation

3D Spatial AI for AEC: The Offline Stack That Replaces 6 Weeks of BIM Work

Prof. Florent Poux • 3D Modeling, Automation, Point Cloud, Reality Capture, Spatial AI

From the NXT BLD 2026 stage and the reality capture panel: the local-first cognition stack for 3D spatial AI for AEC. Smart point cloud in, IFC and decisions out, in three days, not six weeks.

3D Spatial AI for AEC: The Offline Stack That Replaces 6 Weeks of BIM Work Read More »

3D Pipeline Architecture: A Founder’s Blueprint

Prof. Florent Poux • Point Cloud

It was a Tuesday when I got the call. A €40,000 project was completely stalled, burning cash every hour. The reason? The one person who knew the specific sequence of clicks to get data from their laser scanner software into AutoCAD was on vacation. The entire, expensive, high-tech 3D data pipeline was held hostage by

3D Pipeline Architecture: A Founder’s Blueprint Read More »

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Deep Dive Guides

3D Spatial AI for AEC: The Offline Stack That Replaces 6 Weeks of BIM Work
3D Point Cloud Labeling from Photos with Python (and why AI can’t design it for you)
3D Pipeline Architecture: A Founder’s Blueprint
Multi-View Engine for 3D Generative AI Models (Python Tutorial)
3D Scene Graphs for Spatial AI with NetworkX and OpenUSD
3D Reconstruction Pipeline: Photo to Model Workflow Guide
Synthetic Point Cloud Generation of Rooms: Complete 3D Python Tutorial
3D Generative AI: 11 Tools (Cloud) for 3D Model Generation
3D Gaussian Splatting: Hands-on Course for Beginners
Building a 3D Object Recognition Algorithm: A Step-by-Step Guide

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3D Labeling 3D Modeling 3D Reconstruction Automation Clustering Deep Learning Gaussian Splatting LiDAR Machine Learning Object Detection Photogrammetry Point Cloud Python PyTorch RANSAC Reality Capture Segmentation Semantic Segmentation Spatial AI Voxels

Geodata Academy

by Dr. Florent Poux

Premium education for 3D spatial
intelligence. From field engineering to
production deployment.

Led by Dr. Florent Poux
PhD • O’Reilly Author • Founder

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