CLINICAL EVIDENCE & SCIENCE
OnTrack isn't just another lifestyle app. Our algorithms are backed by published clinical trials, peer-reviewed diabetes research, and continuous input from endocrinologists.
Average daily improvement in glucose Time-in-Range (70-180 mg/dL) after 30 days of OnTrack photo logging.
Reduction in carbohydrate estimation error when using AI meal photo recognition vs manual guessing for complex cultural meals.
Mean reduction in HbA1c observed across T2D cohort study over 12 weeks of regular app usage.
Patients reporting reduced anxiety around eating traditional family meals.
In a 12-week study comparing standard manual carb estimation against OnTrack's AI photo recognition across patients consuming West African and South Asian diets:
Diagram showing comparative TIR improvement curve (OnTrack cohort vs Control group)
A randomized study demonstrating that machine learning models trained on West African and South Asian food images significantly reduced postprandial glucose excursions compared to traditional carb estimation methods.
Clinical trial evaluating patient engagement and A1C improvements when glucose curves are visualised on top of actual plate photos rather than raw numerical logs.