Pool service technicians struggle with pools surrounded by trees, which cause constant debris, require frequent cleaning, and are time-consuming to maintain.

No targeted software solution exists to help pool technicians predict, manage, or optimize cleaning schedules for high-debris pools; technicians rely on brute force manual cleaning.