Most health plans uncover member risk only after claims arrive—when costs are already climbing. This post explores how AI-driven, smartphone-based data collection can help identify hidden risks weeks or months earlier. By accelerating engagement and surfacing clinical, behavioral, and social health insights in real time, plans can intervene sooner, improve risk accuracy, and prevent rising costs before they take hold.