“The goal shouldn’t simply be to appeal a denial faster. It should be identifying the problem before a bad claim ever goes out the door.” 

That focus on prevention rather than reaction is at the heart of this conversation between Patti Peets, Chief Revenue and Client Experience Officer at UnisLink, and Daniel Williams, Senior Editor and host of the MGMA Insights Podcast Network.

Drawing on more than 35 years of revenue cycle experience, Peets shares how healthcare organizations can move beyond dashboards and data overload to create measurable financial improvement, leverage AI more effectively, and build revenue cycle operations that are increasingly predictive, efficient, and focused on exception management.

Top 3 Takeaways

1. AI’s greatest value is prevention, not just productivity.
While many organizations are evaluating AI based on staffing efficiencies or productivity gains, Peets argues its biggest opportunity lies in predicting denials and identifying revenue risks before claims are submitted. AI can analyze historical payer behavior, detect patterns humans might miss, and help practices avoid costly mistakes rather than simply correcting them after the fact.

2. KPIs only matter when they drive action.
Many practices have dashboards filled with data, but data alone doesn't improve performance. Peets outlines a clear progression: KPIs reveal signals, signals point to root causes, root causes require action plans, and action plans need ownership and accountability. The organizations achieving the best results are those that turn measurement into execution.

3. The future of revenue cycle management is exception management.
Rather than having staff touch every claim or account, Peets envisions AI handling predictable, repetitive processes while people focus on cases that require judgment and expertise. This shift allows revenue cycle teams to spend more time solving complex financial challenges and less time performing routine transactional work, creating greater value for both practices and patients.

Resources

• Connect with Patti Peets on LinkedIn
• Unislink
• Learn more about W. Edwards Deming and quality management
• MGMA Insights Podcast Network
• MGMA Data

Are you an MGMA member with a success story, innovative strategy, or lesson learned that could help your peers? Here at the MGMA Insights Podcast Network, we're always looking to spotlight practice leaders who are making a difference in their organizations and communities. If you'd like to share your experience and insights with fellow healthcare leaders, contact Daniel Williams at dwilliams@mgma.com to learn more about being featured on an upcoming episode.