The diagnostic tool leverages patient clinical history to accurately predict UTIs, identify causative organisms (Enterobacteriaceae), and determine antibiotic resistance or susceptibility patterns without the need for traditional cultures. By reducing unwarranted clinical investigations, AMRx saves valuable time, effort, and resources. This efficiency is particularly beneficial in resource-limited settings.