Health systems face rising case complexity, thin specialty coverage and operating margins too tight to absorb preventable revenue loss. Denials and misclassified patient status quietly drain dollars that smaller systems can least afford to lose.
A nonprofit health system serving north central Ohio decided to fix the mid-revenue cycle at its source. AI-enabled decision support cut clinical review time by 75 percent, freeing utilization review nurses to focus on appeals, peer-to-peer scheduling and documentation.
Over two years, the physician advisor program overturned more than 400 denials and recovered $2.8 million.