This retrospective cohort study evaluated the impact of an antibiotic stewardship program on empirical antibiotic use and clinical outcomes in very low birth weight infants. The program significantly reduced the duration of antibiotic therapy, which was associated with a lower risk of a composite adverse short-term outcome.