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Direct benefit transfer took cash out of the middle. What remains hard is the beneficiary list itself — duplicates, ineligible entries and failed payments found late. Data and agents can flag them; officers must decide.
Assistants, early-warning scores and denial tools are only as good as the record underneath them. Hospitals that connect EHR, lab, pharmacy and billing data on one governed model build once and reuse everywhere.