Since all the participants in a conflict need to roll at the same time initially it is possible that I could simply roll all the relevant starting dice and determine who goes first (in terms of highest role). Alternatively everyone could do a short pre-conflict post including their rolls.
People can add additional dice for sees, raises or escalation in the specific relevant post and add the dice to their pool.