On March 30, 2022, the Boston Bruins announced that Bussi would forgo his senior year to sign a one-year, entry-level contract with the team. He would play the rest of the season with the Bruins AHL affiliate, the Providence Bruins. He appeared in 5 games with the team, recording a 3-2-0 record with a shutout.
