Diabetics currently rely on reactive CGM alarms that wake them only after blood sugar drops dangerously low.
The tool would analyze historical patterns and real-time trends to forecast lows 1-2 hours in advance.
Patients or insurance providers would pay to reduce ER visits and complications.
Start with a simple model using just lab data before integrating wearables.
Clinical validation and regulatory hurdles pose significant risks.