Conclusions: The results of this study demonstrate that an information exchange can effectively facilitate engagement, re-engagement, and retention of out-of care HIV-infected persons in HIV specialty care. Within two years, we were able to observe significant improvements in HIV-related utilization and disease progression indices. Future programs should consider adopting this innovative strategy to improve HIV care at both the individual and population levels. (Source: International Journal of Medical Informatics).