As asset yields are becoming harder to realise and even harder to forecast, it is imperative to deploy and advance science and data-driven technologies. As we seek to improve efficiency, now is the time to re-look our processes that capture and transform raw data into actionable insights to improve asset value and returns, while enhancing safe and environmentally friendly operations.