MudMath

MudMath is a mobile app (with optional web dashboard) that helps off-road and 4x4 drivers predict whether a trail obstacle will cause a high-center, bumper scrape, or diff hit—before committing. Users enter their vehicle basics (wheelbase, tire size, lift, approach/departure/breakover if known) or select a common trim from a community-verified library. At the obstacle, they take a quick photo/video and place an on-screen reference using a known object (tire diameter, recovery board, or a printed calibration card). The app estimates obstacle geometry and outputs a simple risk score plus “what will hit first” and suggested line adjustments. It also logs obstacles with GPS, photos, and outcomes so groups can share real-world clearance results. This is an AI + traditional app: AI for visual measurement, traditional for vehicle math and logging.