The emergence of Artificial Intelligence (AI) has had a tremendous impact on embedded and mobile systems. The peer-reviewed research articles stem from the First International Conference on Embedded and Mobile Systems (ICTA-EMOS), which was held on November 24th â€" 25th, 2022, in Arusha, Tanzania, East Africa.