Troubleshoot 10x Faster. ControlRooms is the leading AI Troubleshooting platform company for chemical and energy producers. With ControlRooms, operators and engineers can troubleshoot 10x faster. ControlRooms uses advanced AI to shine a light on the trends that matter and identify anomalies across plant systems.