Clinical decision support systems (CDSSs) for antimicrobial stewardship require considerable human resources and financial investments. This pre-/postimplementation study evaluated the effect of a CDSS on performance of prospective audit with intervention and feedback and demonstrated an increase in interventions and recommendation acceptance countered by a substantial number of nonactionable alerts.