AI nutrition tools
Language and photo tools with structured, checked outputs.
AI is useful when the input is messy: a paragraph, a menu, a photo, a fridge list. It is a poor replacement for a calorie formula.
Every AI tool on Protealpes returns structured JSON, maps foods when possible, and refuses to render model HTML. If the model cannot match a food, you will see Estimated — not a fake precise ledger.