The UK government partnered with Google DeepMind to build an AI prototype for faster housing decisions. This tool targets bureaucratic bottlenecks in the planning process. While the project aims to accelerate construction, it remains a limited experiment. Practitioners should view this as a niche application of AI in urban governance.