This invention relates to a drone based predictive system for detecting and analyzing web and drone based data in order to mitigate potential losses and enhance risk mitigation activities in commercial insurance such as for business owners policies and workers compensation. The drone is able to capture from a plurality of angles and perspective to provide data to effect a variety of insurance based actions.