Yup! Conquer the bridge and then do the scouting event in it to unlock a way to upgrade all your dice to D6's :)
Also note that using the Goon Tactic "Reinforce" will upgrade your lowest cost dice (maximum D8) and Hana's meals can give you a plus one to all rolls for the first round of combat.
