Power quality disturbances pollute power grids and hinder the expansion of renewable energy. They also lead to huge costs due to energy losses, damaged equipment and production downtime. Eneryield is developing a patent pending tool based on machine learning to find the root-cause of the disturbances and mitigate them. The vision is to eliminate power quality disturbances and ease the electrification of society.