Water damage is a common and destructive issue that affects people all around the world. In 2022, about 29% of all home insurance claims in the USA were due to water damage. This impacts both insurance companies and large property owners. It is essential to identify early warning signs of water damage and to have reliable leak detection, with alerts and escalations managed effectively. Rising moisture trends also assist in early detection, especially when combined with our heat-map approach.