Autonomous subsea systems are expanding their capabilities to include production treatment and downhole operations. Advanced analytics and business simulation tools are being used to monitor field equipment, facilities, personnel and inventories across the oil and gas landscape. These tools combine sensor data with other data sources to enable reliable predictions and scenario testing. Asset integrity and performance management solutions are spreading rapidly due to factors like big data, the internet of things, cloud computing, and mobile technologies.