Lirio’s white paper outlines how Precision Nudging—a blend of behavioral science and AI—helps close chronic condition management and health equity gaps. Traditional engagement tools often fail underserved populations due to digital barriers and lack of personalization. Lirio’s personalization engine uses behavioral data to deliver Just-in-Time Adaptive Interventions that prompt patients at critical moments. At Cone Health, this approach improved hypertension outcomes among Black patients and expanded access to care. Precision Nudging supports holistic, person-centered care, reduces disparities, improves outcomes, and drives value-based success.

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