Automation control for water leaks is provided. First sensor readings from first sensors disposed about water supply lines at a home to detect a first type of metrics indicative of water flow may be received and recorded over a first time period. Second sensor readings may be received from a second sensor. A first correlation between the first sensor readings and the second sensor readings may be identified. A first activity profile may be generated based on the first correlation. A first water use profile may be generated based on the first activity profile. First thresholds may be identified based on the first water use profile and may be retained in association with the first activity profile. Water use at the home may be monitored with the first sensors and activity at the home may be monitored with the second sensors. A water leak condition may be determined.