Nebraska Methodist Health System says it has realized more than $2 million in gross revenue after deploying AI-assisted claims and coding support designed to reduce revenue leakage and speed reimbursement. In a Healthcare IT News interview, CFO Jeff Francis describes the approach as “human-in-the-loop,” with AI acting as a consistent “second set of eyes” that flags potential documentation and coding issues and surfaces supporting evidence, while coders retain final decision-making authority.
The health system first used AI to automate high-volume claim-status work after billing, reducing manual portal checks and enabling staff to focus on denials, appeals, and complex follow-up. Francis reports this automation freed the equivalent of 24 FTEs over two years and removed 71% of accounts from staff queues without cutting headcount, allowing redeployment to higher-value work.
Nebraska Methodist then expanded AI earlier in the revenue cycle for pre-bill coding review, aiming to catch issues upstream rather than reacting to denials months later. Alongside the revenue gain, the organization reports a +1.17 cumulative case mix index lift and 1,800+ additional quality indicators flagged, positioning the tool as both a financial and quality-support lever in an increasingly aggressive payer environment.
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