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AI & trust

How Fridlio uses AI.

We use plain language because AI is most useful when its limits are clear. It can help with a task; it does not replace your review or judgement. Calorie Tracker is in development; production photo analysis is currently disabled.

What AI helps with

For the Calorie Tracker, AI may help interpret meal images and text, identify food candidates, suggest meal composition, and ask focused clarification questions. It is one part of a broader product flow.

Why estimates can be uncertain

Images, portions, preparation methods and mixed dishes can be ambiguous. Fridlio can communicate confidence as High, Medium or Low and, where supported, a likely range so uncertainty is visible rather than hidden.

How nutrition calculations are handled

AI-assisted observations are not presented as verified nutrition facts. Food records and nutrition calculations are designed to use approved structured data and deterministic calculation paths where available.

Your corrections

You can review and edit results before saving. A correction helps keep your personal record useful; Fridlio does not silently rewrite saved meals.

Privacy and training

Private user data is not automatically used for model training just because it is processed to provide the product. If Fridlio ever offers model-improvement participation, it will ask for separate explicit consent and provide a withdrawal path.

General wellness boundary

Fridlio does not provide medical advice, diagnoses, treatment, disease management or clinical nutrition care. Use your own judgement and seek qualified advice for health-specific questions.