The UK government partnered with Google DeepMind to build an AI prototype for accelerating housing planning decisions. This system targets bureaucratic bottlenecks in the approval process. By automating complex site assessments, the tool aims to reduce development timelines. Practitioners should monitor if this agentic approach actually increases residential build rates.