Twix

FloodShield helps communities explore flood scenarios and turn field reports into structured observations. Users can adjust rainfall, soil saturation, and drainage conditions, then compare potential interventions. Meta Model API analyzes free-text reports, extracts observations with supporting quotes, and presents them for human confirmation. Confirmed observations enter an inspection worklist. The application also displays historical Copernicus flood data for geographic context. FloodShield is a research prototype with hypothetical scenarios, not a validated flood forecasting system. demo: https://nazek52.github.io/FloodShield/