While many programs and initiatives have been implemented to address the prevalence of substance abuse among homeless youth in the United States, they don’t always include data-driven insights about environmental and psychological factors that could contribute to an individual’s likelihood of developing a substance use disorder. Now, an artificial intelligence (AI) algorithm could help predict susceptibility to substance use disorder among young homeless individuals, and suggest personalized rehabilitation programs for highly susceptible homeless youth.