Unlocking Hidden Margin: How Health Systems Are Thinking About AI, Automation, and Revenue Risk

In early 2026, we surveyed more than 120 revenue cycle leaders nationwide to understand the forces reshaping modern revenue operations, including 48 leaders from hospitals and health systems.

This report zeroes in on those hospital-based leaders; their view of how revenue cycle is discussed in the executive suite, how organizations are approaching AI and automation investment, and where they see risk building inside their revenue operations

Three themes are clear:

1. Revenue cycle is now an executive issue, not just an operational one.
2. AI investment is increasing, but impact remains uneven.
3. Visibility into revenue risk remains the largest structural gap.

Notably, 63 percent of hospital leaders report they are not taking a proactive approach to identifying revenue risk. In an environment defined by payer variability, reimbursement pressure, and staffing constraints, that gap has direct implications for margin stability and cash predictability.

This report reflects how hospital revenue leaders are thinking about margin protection, payer behavior, and AI investment heading into 2026. It highlights where revenue risk is building and how leading organizations are working to gain earlier visibility and control.

Download this white paper to:

• Understand where revenue risk is emerging across denials, payer behavior, and reimbursement pressure.
• Evaluate whether your revenue cycle strategy is proactive or reactive and what that means for margin stability.
• Identify the visibility gaps that prevent teams from detecting revenue risk earlier in the lifecycle.
• See where hospitals are investing in AI and automation to improve revenue performance.
• Learn how payer insight and denial prevention can protect margin in an increasingly complex reimbursement environment.
• Explore how more coordinated technology can improve cash predictability across the revenue cycle.