The UK government partnered with Google DeepMind to develop an AI prototype for accelerating housing planning decisions. This tool aims to automate the analysis of complex zoning and building regulations. It targets a chronic shortage of residential homes. Practitioners should view this as an early-stage experiment in automating bureaucratic approvals.