Abstract: Systems and methods improve the actionability of leaks in cable networks. One or more leakage detection confidences (LDCs) are determined to assess the reliability of newer leakage data which conflicts with existing leak records. When confidences fail to exceed predetermined thresholds, records of leaks which failed to be redetected are maintained as actionable and relied upon for the creation of work orders and deployment of technicians to make repairs. Further fail safe conditions may include device health metrics and weather events.