The Los Angeles Department of Health Services has implemented a pilot program that uses machine learning to identify people at risk of homelessness and intervene with assistance. The program analyzes data from seven county agencies, including arrests, emergency room visits, mental health crisis care, substance abuse disorder diagnoses, and applications for public benefits such as food aid. While early data show success, a formal study will assess the program’s long-term effectiveness.