The UK government partnered with Google DeepMind to build an AI prototype for faster housing planning decisions. This tool aims to automate complex site assessments and regulatory checks. It is an incremental step toward digitizing urban development. Practitioners should expect a slow rollout as the system navigates strict local zoning laws.