The UK government partnered with Google DeepMind to build an AI prototype for faster housing planning decisions. This experimental tool aims to automate complex site assessments and regulatory checks. It targets bureaucratic bottlenecks in the building process. Practitioners should expect a modest increase in planning speed if the pilot scales successfully.