AI insights and predictions: frequently asked questions
Which data feeds NutriFit AI insights, the five prediction heads available, the daily generation limits for free and Premium access, and what happens when the external AI provider is unavailable.
Updated: . An update is not evidence of expert review.
Where the data comes from
A daily aggregated snapshot — Daily State — is assembled from the profile, nutrition, workouts, supplements, lab markers and health diary entries.
Five prediction heads
weight_trajectory, anomaly_detection, adherence_risk, protocol_effectiveness,
next_best_action.
Generation limits
The daily limit is 5 predictions on free access and 50 on Premium.
FAQ
Which data feeds the AI insights?
The daily aggregated Daily State snapshot: profile, nutrition, workouts, supplements, lab markers and health entries.
Are there limits on AI requests?
Yes. The daily limit is 5 predictions on free access and 50 on Premium. Some heads stay unavailable when history is insufficient.
What happens if the AI service is temporarily unavailable?
The system falls back to rule-based algorithms, so the section keeps working.