Artificial intelligence is rapidly changing how healthcare claims are reviewed, approved, and denied.

At the AAPC REVCON virtual conference (Feb. 24–25), revenue cycle leaders and coding experts discussed one of the most pressing operational shifts in healthcare: how AI and automation are transforming payer audits, claim denials, and reimbursement workflows.

The message throughout the conference was clear: payers are scaling their ability to review claims using automation, and providers must adapt to protect their revenue.

How Payers Are Using AI to Audit Claims

During the opening session, Tony Pistilli, CPC, consulting actuary at Axene Health Partners, explained that automation has dramatically expanded payer audit capabilities.

Historically, insurers focused audits on claims with the highest financial return. But AI now allows payers to review far more claims at significantly lower cost.

This means:

• More automated claim reviews
• Faster denial decisions
• Increased scrutiny of documentation and coding

The burden of proof increasingly falls on the provider. According to Pistilli, appealing denied claims remains the most effective way to retain payment, yet many practices choose not to appeal because of time constraints or staffing limitations.

The result is significant lost revenue for healthcare organizations.

The Growing Role of AI in the Revenue Cycle

Several REVCON speakers emphasized that AI is also influencing how providers manage their own revenue cycle operations.

MariaRita Genovese, MHA, CPC, Director of Revenue Cycle and Business Operations at MD Anderson Cancer Center at Cooper, explained that AI can improve efficiency, coding accuracy, and forecasting.

However, she stressed an important point:

“AI is a tool; it is not a replacement.”

Human expertise remains essential for:

• Validating AI-assisted coding recommendations
• Ensuring proper clinical documentation
• Managing payer appeals and denials
• Maintaining regulatory compliance

Without experienced oversight, automated systems can actually increase denial risk instead of reducing it.

The Revenue Cycle Role Is Changing

Another reality highlighted throughout the conference is how payer automation is changing the daily work of revenue cycle teams.

In many practices today, revenue cycle specialists spend a growing portion of their time retrieving, reviewing, and submitting medical documentation to support claims.

As insurers run claims through automated review systems that compare documentation against clinical criteria, more claims are flagged for:

• Medical necessity validation
• Documentation requests
• Prior authorization verification
• Coding justification

In practical terms, many RCM professionals now function partly as documentation coordinators, ensuring medical records support the services billed.

Instead of focusing solely on traditional accounts receivable follow-up, teams are increasingly responsible for defending claims through documentation and appeals.

This shift reflects a broader change in healthcare reimbursement: getting paid now often depends on proving the clinical story behind the claim.

Prior Authorization Reform Is Coming

Another topic discussed at REVCON was upcoming changes to prior authorization processes.

According to Teresa Money, MBA, BSN, RN, more than 50 major insurers have committed to multi-year reforms aimed at standardizing electronic prior authorization by 2027.

The goal is to reduce administrative burden and improve efficiency, but the transition will require practices to update their workflows and documentation processes.

Practices that proactively prepare for these changes will be better positioned to reduce delays and protect reimbursement.

Strong Appeals Strategies Are Becoming Essential

Denials management was another major focus of the conference. Aliza Wrona, RHIA, Director of Revenue Cycle at Cedar Health, shared how one healthcare facility improved its revenue cycle by building a proactive authorization process and strengthening its appeals strategy. By aligning documentation with payer criteria and responding quickly to denials, the organization was able to recover hundreds of thousands of dollars in lost revenue.

The lesson for healthcare organizations is simple: many denied claims are recoverable but only if they are appealed.

Why Revenue Cycle Expertise Matters More Than Ever

Healthcare reimbursement is becoming increasingly complex due to:

• AI-driven payer audits
• Automated denial processes
• Expanding documentation requirements
• Changing prior authorization rules

According to the AAPC, organizations that invest in advanced training see up to a 218% increase in income per employee, highlighting the financial impact of skilled revenue cycle management. For many practices, managing these challenges internally is becoming more difficult as administrative demands continue to grow.

Experienced revenue cycle teams can help practices:

• Monitor payer behavior and audit trends
• Manage documentation and appeals efficiently
• Ensure accurate coding and compliance
• Reduce revenue leakage caused by preventable denials

The Bottom Line

Artificial intelligence is transforming healthcare reimbursement, particularly on the payer side.

As insurers expand their ability to review claims using automation and predictive analytics, providers must respond with stronger documentation, proactive appeals strategies, and experienced revenue cycle oversight.

Practices that invest in the right expertise and processes will be best positioned to protect revenue and navigate the rapidly evolving healthcare payment landscape.

Sources:
AAPC REVCON Conference Coverage, Feb. 24–25, 2026 – Managing Editor Renee Dustman.
https://www.cms.gov/
https://www.mgma.com/
https://www.aha.org/