A community-based platform that tracks health symptoms and environmental changes to detect potential health impacts resulting from the engineered microbes. It utilizes AI and crowdsourced data to identify health concerns and quickly alert authorities to potential problems caused by microbe malfunctions or unforeseen impacts.