One Drop

One Drop is a sophisticated digital health platform that leverages a proprietary AI-powered predictive engine to manage chronic conditions, primarily diabetes, pre-diabetes, and heart health. By 2026, the platform has matured into a predictive intelligence hub, processing over 50 billion data points to provide users with 8-hour blood glucose forecasts and hyper-personalized health coaching. The technical architecture relies on machine learning models that analyze user-logged data (meals, activity, meds) alongside real-time data from Bluetooth-enabled hardware like the One Drop Chrome meter and third-party Continuous Glucose Monitors (CGMs). Its market position is unique as it bridges the gap between hardware manufacturers and pure-play AI health software, offering a holistic ecosystem for both B2C users and B2B enterprise partners. The platform's 'One Drop Plus' subscription model provides a scalable solution for preventative care, utilizing automated nudges and certified human coaches to drive behavioral change and improve clinical outcomes, specifically targeting Hemoglobin A1c reduction and weight stability.