Abstract: This study examines the impact of manifest mismatch information on cargo operations at Inland Container Depots (ICDs) in Tanzania, with particular attention to the role of Artificial Intelligence (AI) in reducing these challenges. A mixed-methods approach was adopted, combining structured questionnaires, interviews, and documentary review. Findings reveal that manifest mismatches commonly arise from human errors, system incompatibilities, lack of coordination, and fraudulent practices.