ControlRooms.ai is an Austin-based startup that has developed an AI-powered analytics application to automate industrial troubleshooting, predict manufacturing plant behavior, and detect potential problems before they occur, specifically targeting heavy industries such as chemical, petrochemical, energy, and materials facilities.