Spatial computing: huge runway
The U.S. spatial computing market (AR/VR, digital twins, XR) is projected to hit $511.55 billion by 2032 at a 23.7% CAGR — a long‑term demand driver for specialized R&D labs, immersive testing floors, and power‑dense office space. That projection makes spatial computing firms targets for lab/flex marketing today. (openpr.com)
The market report that drove the projection names Apple, Microsoft and Google among the sector’s leading vendors and identifies North America as the largest regional market with roughly a 37% share. (web3wire.org) Apple has explicitly pushed Vision Pro into enterprise workflows — highlighting factory maintenance and the KLM Engine Shop spatial app as commercial pilots for training and technical inspection. (apple.com) NVIDIA’s Omniverse rollout highlights growing industrial demand for digital‑twin pipelines, with partners listed including Siemens, Ansys, SAP and others that are integrating Omniverse into factory and robotics workflows. (nvidianews.nvidia.com) The hardware and infrastructure side is non‑trivial: NVIDIA HGX/GB200 rack architectures and industry guides document rack‑level power draws that can reach 120–140 kW and require liquid cooling, while consultancies say grid capacity and rack power density are now primary scaling constraints for AI‑driven compute. (intuitionlabs.ai) Local footprint signals are mixed — Meta maintains Bay Area Reality Labs locations (including an address in Burlingame) even as it confirmed Reality Labs layoffs of more than 1,000 workers in January 2026 and the closure/consolidation of multiple Fremont sites amid an 11‑million‑square‑foot Bay Area trimming effort. (chamberofcommerce.com) Available inventory and conversion economics matter: recent Bay Area lab reports show vacancy in the mid‑20% range and elevated lifecycle supply, creating repurposing opportunities for R&D/flex conversions that can be marketed to spatial‑computing firms needing testing floors and technical fit‑outs. (commercialobserver.com) Clear institutional targets for leasing outreach include device OEMs and platform providers (Apple, Meta, NVIDIA), real‑time engines and middleware (Unity, Unreal/ Epic), and systems integrators / industrial adopters (Siemens, Schneider Electric, Deloitte) that are actively deploying digital twins and XR pilot projects — each group represents distinct space needs from prototype labs to power‑dense server rooms. (apple.com)
