Healthcare Leaders Question Denial Rate Metrics
Revenue cycle managers seek to shift away from standard denial rates toward AI-backed workflow optimization.
Updated on Sept. 19, 2026 in Healthcare
Live Poll
Should healthcare systems pursue every billing denial regardless of the claim's dollar value?
Revenue cycle experts are advocating for the retirement of denial rates as a standalone performance metric in favor of AI-integrated workflows. The push for more nuanced evaluation comes as health systems look to manage the financial impact of low-dollar claims more effectively.
Why it matters
Traditional denial rates fail to account for the complexity of securing appropriate reimbursement and can mask the total financial impact of widespread, low-value claim rejections. Adopting AI-driven documentation responses can lower the operational cost of managing these cycles.
Organizations typically estimate the cost to work a single claim denial at $25, a figure that becomes significant when aggregated across large volumes of low-dollar claims. These insights were discussed by leaders from Stanford Health Care, NCH Healthcare System, and PDS Health.
The players
Stanford Health Care
A major academic health system based in Palo Alto, California, known for large-scale clinical and research operations.
NCH Healthcare System
A regional healthcare provider operating out of Naples, Florida, managing multiple hospital and clinic facilities.
PDS Health
A healthcare services organization headquartered in Henderson, Nevada, that provides operational support for dental and medical practices.
The details
Revenue cycle teams are increasingly using AI tools to automate responses for specific documentation-based denials, which lowers the cost of manual processing. Managers are advised to conduct iterative workflow analyses to identify process bottlenecks before deploying AI. By moving beyond simple denial tracking, systems can better prioritize which claims are worth pursuing based on actual capture potential.
Timeline
September 18, 2026: Four revenue cycle leaders discussed performance metrics at the 11th Annual Health IT + Digital Health + RCM Conference.
Market Landscape
This shift in measurement strategy follows a pattern of operational discourse set by the 11th Annual Health IT + Digital Health + RCM Conference regarding revenue cycle management. It reflects a broader industry movement away from legacy KPIs toward data-intensive, AI-augmented performance models.
Operators should evaluate their current claims management costs against the $25-per-denial industry baseline to determine if AI intervention is warranted. Prioritize internal workflow audits before investing in automation technology to ensure the underlying processes are sound.
The takeaway
Retiring reliance on single-metric denial tracking allows leadership to focus on total reimbursement capture and process efficiency. Assess your team's current denial processing costs to determine if AI integration can improve your net collection rate.
Further reading
For more on industry-wide shifts in revenue operations, review our coverage in Healthcare.
Live Poll
Should healthcare systems pursue every billing denial regardless of the claim's dollar value?
