In arbitration, a trained, professional, and neutral arbitrator acts as a judge who will render a decision to end your dispute. De Novo Trial: A de novo trial essentially means starting over in a new court proceeding as if the arbitration decision had never occurred.Arbitration is a contract-based form of binding dispute resolution. Suffolk Law and the AAA will create an accessible, digital process for lowcontest divorces and family law matters in Massachusetts.