Explainable coach
AI fitness coach with explainable recommendations
Ora is building coaching around structured data, uncertainty, and visible boundaries instead of black-box fitness advice.
What recommendations should include
- Conclusion, confidence, and next action.
- Data used, missing data, and reasoning.
- Evidence sources and safety boundaries.
- What would change the recommendation.
Bounded by the data
If training logs are sparse, diet entries are estimated, or pain flags are present, the coach should say so. Uncertainty is a feature, not a failure.