WasteHero is building devices to monitor activity, including bin fullness, temperature and fill rates, to identify waste generation patterns. Data from bins are collected on the WasteHero’s web-based platform, which produces real-time analysis for city officials and businesses to visualize the fullness of every trash bin simultaneously and deploy haulers only when needed. WasteHero Fleet Management and Intelligent Routing harness AI and machine learning to present reports containing actionable insights that help waste management officials identify areas in need and track the efficiency of improvements over time. The insights can help mitigate container overflow, reduce the number of overall collections, guide bin placement and optimize operational efficiency.