Described is a system and method for determining relationships between a plurality of existing rules in a rule set, wherein the relationships include cause interactions and effect interactions among the existing rules, creating a representation of the relationships including the cause interactions and effect interactions, receiving a new rule to be inserted into the rule set and determining if a conflict is created by insertion of the new rule in the rule set.