The TRIAD team presented their posters that tackled many areas in the field of electrophysiology during the Heart Rhythm Society 2021 held at Boston, MA. Some of their work focused on disparities in atrial fibrillation outcomes in the underserved population, leverage of artificial intelligence to obtain better signals, and esophageal temperature during atrial fibrillation ablation.