At Rezatec we found that ...

At Rezatec we found that direct leak detection by satellite is problematic at best (especially if the leaks are under man-made infrastructure such as concrete, asphalt, etc.).   Instead, we have developed a combination of Geospatial Analysis (to monitor for terrain motion, vegetation intrusion, etc.) and AI  to allow us to assess an entire network for the Likelihood of Failure - which allows the operators to reduce the costs / time required for the actual leak detection.  Details at:  https://www.rezatec.com/services/water-management/pipeline-risk-assessment/