Waive Mandatory Waiting Period. In some states, couples may petition the court to have the waiting period waived. Act Early. Preparation is a key way to speeding up the divorce process. Cooperate. Cooperating with your spouse and also go a long way towards speeding up the process. Pursue Mediation.