If You’re Fixing Denials, You’re Already Too Late

Denials are one of the most visible parts of the revenue cycle, and they require a lot of attention. Teams track them closely, build workflows around them, and spend significant time trying to resolve them and recover revenue.

But there is a fundamental issue with that approach. By the time a denial is being worked, the problem has already occurred.

A denial is not the problem itself. As Rachel Trevizo, Chief Operating Officer, at Revology put it in a recent interview, “a denial is a result of something that happened upstream.”

It reflects a breakdown somewhere earlier in the process.

Denials Are a Signal, Not the Problem

Denials do not originate in the back end. They are the downstream result of something that went wrong earlier, whether that is eligibility, authorization, documentation, coding, or how payer rules were applied.

By the time a denial reaches a work queue, the organization is already reacting.

That distinction matters, especially as denial volume continues to rise. Industry data suggests initial claim denial rates have crept above 12%, creating a significant and growing burden on revenue cycle teams.

Recovering those dollars is important, but it is not where performance is won.

Why Denials Keep Winning

The environment is not making this easier.

Payers are introducing new policies more quickly and applying them with increasing precision. Denial patterns shift more often than they used to, sometimes in a matter of weeks. What worked last quarter does not necessarily hold up today.

At the same time, most revenue cycle operations are still built to respond after the fact. Workflows are designed around volume. Reporting focuses on outcomes. Feedback loops between front-end, mid-cycle, and back-end teams are often delayed or incomplete.

So the same issues repeat.

Not because teams are not capable, but because they do not have the visibility or speed to get ahead of them.

This is why denial-focused strategies tend to plateau. Teams can get more efficient at working denials and improve recovery rates, but if the same issues continue upstream, overall performance does not meaningfully change.

The Shift From Recovery to Root Cause

Organizations that are making real progress are taking a different approach. They still manage denials, but they do not stop there.

They focus on where issues originate, how patterns develop across payers and service lines, and how quickly those patterns can be identified and addressed. The goal is not just to resolve individual claims, but to prevent the next wave from happening.

This shift toward root cause is becoming more important as financial pressure increases. A recent poll reported the biggest revenue cycle leaks for practices today are denials and appeals (48%), followed by front end issues (23%).

It also reflects a broader issue in how performance is measured. As Rachel Trevizo noted, “the metrics that we track are outcome metrics… it is a result of something that happened elsewhere.”

Denials are one of the clearest examples of that dynamic.

When organizations can connect what is happening on the back end to upstream drivers, they move out of a reactive posture and start improving the system itself.

Turning Signals Into Action

Moving upstream sounds straightforward, but in practice it is not.

Data is fragmented across systems. Workflows are disconnected. Insights are not always available when they are needed. Identifying patterns across thousands of claims, payers, and policies is not something most teams can do manually or consistently.

This is where the right infrastructure becomes critical.

When data, workflows, and analytics are connected, denials become more than tasks to resolve. They become signals that can be acted on. Patterns surface earlier. Work can be prioritized based on impact. Teams can shift from chasing issues to preventing them.

At Revology, that is a core part of how we approach revenue cycle. The goal is not simply to improve denial management. It is to reduce the conditions that create denials in the first place.

Because the organizations that will move forward are not the ones that get faster at working denials—they’re the ones that build a revenue cycle where fewer denials happen.