The UK government partnered with Google DeepMind to build an AI prototype for faster housing decisions. This tool aims to accelerate the planning process by automating site analysis and regulatory checks. It remains an early-stage experiment. Practitioners should view this as a niche application of spatial AI rather than a broad industry shift.