Reference
AI, measured data, and confidence
Know which Retensis outputs are observed, predicted, grounded, or deterministic.
LiveAll plans
Four data types
| Label | Meaning | Examples |
|---|---|---|
| Measured | Read from a supported platform or stored observation | Views, comments, subscribers, experiment metrics |
| Predicted | Estimated by an AI model | Retention curve, virality, CTR tier |
| Grounded | Generated with external search or YouTube research context | Trends, gaps, plan sources |
| Deterministic | Recomputed by application logic | Opportunity weighting, comparison deltas, experiment winner |
Responsible use
- Treat predictions as hypotheses.
- Prefer repeated patterns over one isolated score.
- Use measured platform data to validate important decisions.
- Review grounding sources when recency matters.
- Keep brand, legal, medical, financial, and safety judgment with a qualified human.