From price fluctuations and delayed estimates to pipeline leaks and construction setbacks, it’s been a tumultuous year for energy operators and traders. Assets are distributed and difficult to manage, projects are frequently delayed or blocked, and energy commodities are as volatile as ever. Though more and more data is available, uncertainty in the market persists. To address this unpredictability, early adopters in the energy sector are using global, daily satellite imagery and advanced geoanalytics to develop a true sense of what’s happening on the ground near the assets and investments they care about.