Abstract: An automated system profiles personnel, organizational behavior, etc., of entities associated with intellectual property rights proceedings and challenges. By analyzing rules and events associated with such organizations (Patent & Trademark Office, Board of Appeals, District/Appellate Courts, etc.) more accurate assessments can be made of the merits and potential outcomes of IP proceedings. Ratings can be calculated and assigned for individuals, entities, representatives, cases, etc., as part of the assessment.