BugScout

BugScout is a mobile and web app that lets users quickly identify insects and invertebrates using their phone camera, then log structured observations to a personal and shared database. The core is an AI-powered image recognition engine tuned specifically for insects and related invertebrates, offering likely species matches, confidence scores, and basic ecology info. Users can tag location, habitat, and behavior, then sync data to exportable CSVs or citizen-science platforms. Unlike generic nature ID apps, BugScout focuses narrowly on entomology-grade data: life stage, host plant, trap type, and sampling method. The app also supports offline capture with later sync, which is critical for field work. A simple web dashboard lets researchers and serious hobbyists filter, map, and download their records. This is a traditional + AI hybrid app: the front end is a standard mobile/web client, while the back end uses computer vision models for identification and a structured database for observation management. It is not a mass-market toy; it is a niche tool for people who actually care about insect data quality.