External Control Arms: Key Elements June 1, 2022 Leave a Comment During the 3rd Annual Pharma AI Summit, with the theme “Leveraging Artificial Intelligence for Driving the Digital Future of Pharmaceutical Industry,” four panelists discussed the key elements toward external control arms.