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Competency AI innovative machine learning maps curriculum assessment data to an institution's competency taxonomy, and streamlines competency based medical education curricula measurement and management. Through longitudinal, individualized fingerprinting, Competency AI tracks learner performance and provides progress snapshots across key clinical competencies and EPAs throughout a professional career.