This paper adopts a capability and stack model approach to a study of what the oil and gas industry can learn from three selected sectors: military, medicine, and aviation. First, the paper gives an introduction to the stack and capability approach to IO. Next, a preview of common challenges across sectors is provided. Finally, the paper gives examples of cutting-edge developments in medicine, military and aviation, and demonstrates potential learning for the oil and gas industry.