Fatta competed at the 2021 Winter Cup where she placed seventh in the all-around.[4] In late May Fatta competed at the U.S. Classic where she only competed on uneven bars and balance beam. In June she competed at her first senior-level National Championships. She placed sixteenth in the all-around but qualified to compete at the upcoming Olympic Trials. Additionally she was named to the national team for the first time.[5] At the Olympic Trials Fatta finished eleventh in the all-around.
Fatta was named to the team to compete at the Pan American Championships alongside Zoe Miller, Joscelyn Roberson, Tiana Sumanasekera, Nola Matthews and traveling replacement athlete Madray Johnson.[11] During qualifications, which also served as individual finals, she helped the USA team qualify to the team final in first place, and individually she won the silver medal on uneven bars with a score of 13.667, behind Nola Matthews.[12] Fatta also competed on floor exercise, earning a score of 12.167. During the team final, Fatta scored a 13.150 on vault and a 13.700 on uneven bars to help the USA win the team gold medal.[13]
