A national analysis of 6,166 US hospitals found that specific workflow AI capabilities were associated with higher sepsis bundle completion rates and lower 30-day pneumonia mortality, whereas robotics showed narrower procedural associations. Geographic access remained highly uneven, with about 114.6 million people in the access-analysis population living more than 30 minutes from an AI-enabled hospital, although the observational design prevents causal conclusions.