Evidence & Validation
What’s live, what’s tested, and what remains research
We distinguish clearly between existing functionality and research-stage capability.
| Capability | Status |
|---|---|
| Pre-drive glucose logging | LIVE |
| Monitoring reminders | LIVE |
| Monitoring history / export | LIVE |
| Initial professional-driver pilot | COMPLETED |
| Operator pilots | COMPLETED |
| Metabolic Shift Signature | R&D |
| Predictive deterioration model | R&D |
| Adaptive intervention optimisation | R&D |
| Independent academic validation | PLANNED |
| Regulatory assessment of future predictive functionality | PLANNED |
The live MVP is the foundation. Predictive and personalised capabilities are research-stage functionality and are not currently offered as clinical decision tools.
See the initial pilot for how the live service was tested with professional drivers, and Research & Innovation for the R&D programme and how models will be validated.