Now, they are advancing water monitoring into the future with "Edge" onsite devices that leverage machine learning to predict issues—such as broken pipes, chemical imbalances, or water flow disruptions—before they even occur. We call this ML predictive learning, and it is the future of Utilities. Now, unforeseen catastrophes can be seen, and fixed, with a great savings in both cost and damage control.