Scan. Plan. Weld. Before the arc starts, Obsidian generates a sub-millimeter point cloud of the seam, capturing root opening, bevel angle, and variation along the joint. Then it plans the passes, sets the parameters, and welds. No perfect fit-up required. No reprogramming between parts.

Research Spotlight 2017 | DeepHolo 3D models converted to holograms, then recognized by a neural network — using far less computing power than point cloud methods, with higher accuracy.

FieldAI is partnering with @MCLGroupPLC to deploy robots at scale across UK construction sites. As one of the UK’s leading contractors with work across commercial, residential, logistics, data centers, healthcare, education, and public-sector projects, McLaren is a strong partner for bringing Physical AI into one of the world’s most demanding construction markets. The deployment begins with 360° site imagery, point cloud generation, progress verification, model-to-site deviation analysis, safety compliance patrols, and quality assurance. Read More: