Babylon Health \UK

CareScript is an AI-powered medication management platform specifically for patients with 3+ chronic conditions (polychronic patients), who represent 5% of patients but 50% of healthcare costs. Instead of replacing doctors, CareScript augments pharmacists to provide continuous medication therapy management (MTM) via asynchronous video check-ins, automated pill identification, and predictive adherence modeling. The platform integrates with pharmacy dispensing systems to trigger interventions when patients are late for refills, identifies dangerous drug interactions in real-time, and uses computer vision to verify patients are taking the right pills. Revenue comes from risk-sharing contracts with Medicare Advantage plans and self-insured employers - CareScript gets paid a percentage of the documented cost savings from reduced hospitalizations and ER visits. The key differentiation is focusing on the highest-cost, highest-complexity patients where intervention ROI is measurable and substantial ($10K+ per patient per year in potential savings), and leveraging pharmacists (not physicians) who are underutilized, lower cost, and already trusted for medication questions. The AI handles routine monitoring and flags issues for pharmacist review, creating a sustainable labor model. Initial wedge is Medicare Advantage plans in states with mandatory MTM programs, where reimbursement is guaranteed and the clinical protocols are standardized.