Mushroom ID app with a safety brake: rather no answer than a deadly mix-up
Forager photographs a mushroom, AI identifies it only when confidence is very high, otherwise routes them to a mycological society or simply tells them to skip it.
You run a mobile app for beginner foragers built around a conservative safety-first approach. Where global competitors identify anything at any cost, your app refuses identification below a high confidence threshold and routes users to a British mycological society or to a paid expert review. The main product is trust, not exhaustive recognition.
A novice forager comes across boletes in a Scottish wood and opens an app to check whether they can eat them. A global app says penny bun, the user picks them, cooks them at home and spends the night in A&E because what they actually picked was a devil bolete. The reliability of mushroom apps today is provably worse than a coin flip in some categories, yet users trust the answer like a doctor.
๐British wild food foraging is having a sustained revival
Foraging has gone from niche to mainstream over the last decade, with multiple TV shows and books driving beginners into the woods. Several million British adults at least occasionally pick wild food, and many of them never had a mentor to teach them. That gap is the demand for a digital safety tool.
