This study establishes routine clinical surveillance of antimicrobial resistance (AMR) within a network of hospitals across Asia and Africa. By collecting microbiology and clinical data from 2,500 patients at each participating hospital, ACORN goes beyond the sample-based approach of the WHO GLASS program. This broader data collection allows for a more detailed analysis, including classifying infection syndromes, identifying infection origins, and tracking patient outcomes.