Pool Watch

Drowning is the #1 killer of children aged 1–4 in America, and most of those deaths happen in backyard pools in the seconds a parent looks away. AI drowning detection exists, but it's built for hotels and aquatic centers — no family can afford it, and no one has built it for the home. Pool Watch is a privacy-first, in the future fully on-device detection pipeline that captures real-time biomechanical signs of drowning and alerts you instantly — no cloud, no subscription, no video ever leaving your property.