The Next Era of Payment Integrity is Prevention, Not Recovery

The following is a guest article by Anne Neal, Vice President of Product Management for Payment Accuracy at Availity

As Payment Integrity Programs Face Rising Administrative and Provider Friction, the Next Maturity Curve is Not Another Downstream Fix; it is an Upstream Operating Model Shift

Working with health plans on payment accuracy initiatives has revealed a consistent pattern: the greatest opportunities to improve payment integrity often exist before claims ever reach adjudication.

Today’s ecosystem normalizes rework. Claims move forward with known gaps. Errors are addressed late. Teams are built to inspect, dispute, appeal, and recover months after the original transaction.

The industry needs to change its focus from “was the payment correct?” to “could this have been made correct earlier?” And that question can no longer sit solely inside the payment integrity function. It belongs across claims operations, provider relations, IT, clinical policy, finance, and executive leadership because payment accuracy is an enterprise operating model issue.

Recovery has Reached its Limits

Recent research highlights just how strained the current model has become. According to a recent report, 64% of providers and 70% of payers rated payment integrity as highly abrasive. Providers pointed to administrative burden, limited upside, vendor behavior, and long timelines for recoupment. Payers pointed to multiple vendors reviewing the same accounts and payment rules that do not always adjudicate correctly on the first pass.

The same research found that 66% of providers said outsourced vendors are not properly trained on contracting terms, 66% said allowed takeback windows are excessive, and 57% of payers agreed some takebacks could have been prevented with clearer medical necessity requirements up front. 

Those findings point to a larger operational truth: payers and providers do not disagree with the goal of getting payments right. The friction comes from how payment integrity is often operationalized.

When payment issues are addressed months after a claim is processed, revenue has been posted, staff has already moved on, and the administrative trail has grown long and expensive. What follows is a predictable cascade: late or unclear guidance leads to denials, denials lead to calls, calls lead to appeals, appeals lead to clawbacks or reprocessing, and repeated disputes erode provider trust. Over time, that friction can affect member billing experiences, network stability, and the payer-provider relationship itself. This is not a failure of intent, but of timing.

Why Timing Matters More Than Detection

Payment integrity is oriented around retrospective correction. Even pre-payment reviews often occur only after a claim has entered the payer’s system and triggered internal processing, manual work, and regulatory clocks.

By that point, the system has already absorbed unnecessary cost.

A provider that receives clear, actionable guidance before a claim is processed is in a very different operational position than a provider receiving a denial or clawback months later. A payer that prevents an avoidable error upstream avoids not just an incorrect payment, but the operational expense, provider abrasion, and member confusion that follow.

Layering more vendors onto a late-stage process can create the illusion of control while increasing fragmentation—especially when each review occurs after the provider has already acted on earlier payment signals. Each vendor may improve one part of the accuracy equation, but the overall experience can become harder to govern, harder to explain, and harder for providers to navigate – it’s operationally expensive and relationally damaging.

Prevention is the Next Maturity Curve

Payment accuracy delivers the right insights at the right time to help claims become correct before they enter the payer’s downstream workflow. Instead of asking how to recover dollars later, the emphasis moves to preventing issues at the moment they are introduced to the claims lifecycle.

That requires moving guidance closer to the source of the claim. Many common claim issues originate before adjudication: eligibility mismatches, coordination-of-benefits problems, coding errors, duplicate claims, provider data conflicts, contract interpretation issues, payer policy requirements, or clinical documentation gaps. When these issues are identified only after submission, the system has already missed the lowest-friction moment to act.

Pre-submission accuracy changes the economics of payment integrity. Done well, progress should be measured not by how efficiently it manages preventable rework but how often that rework never has to happen.

Payment Accuracy Complements Payment Integrity

Payment integrity functions remain essential, but a mature model allocates payment integrity resources toward work that requires nuance and oversight. The goal is to let payment integrity teams focus their expertise where it creates the most value, while preventing avoidable errors from ever becoming downstream recovery work.

Organizations that succeed treat payment accuracy as 

• a cross-functional program, not a point solution
• a shared payer-provider objective, not a unilateral control
• an operational and relational strategy, not just a cost savings play

The shift requires new ways of working, and it unlocks new levels of trust, predictability, and scale.

A New Measure of Payment Integrity Maturity

The payment integrity function is not going away—nor should it. But a mature payment integrity strategy can no longer be defined solely by recovery performance. 

A more complete measure includes:

• How many issues are prevented before submission
• How much administrative cost is removed from both sides
• How predictable payment outcomes become
• How much provider abrasion is reduced
• How often patients/members avoid surprise bills
• How much downstream recovery activity is reserved for truly complex, high-risk, or high-value cases

A claims process that denies accurately but communicates too late is still abrasive. A technology strategy that accelerates existing rework without reducing the need for rework is incomplete. 

The next era of payment integrity will belong to health plans that can move accuracy upstream, align policy with workflow, and prevent avoidable disputes before they harden into denials, audits, appeals, and recoveries.

That is the real maturity curve: not more recovery, but less need for recovery.

About Anne Neal

Anne Neal is Vice President of Product Management for Payment Accuracy at Availity. She focuses on helping healthcare organizations move payment decision-making upstream to reduce preventable rework and strengthen payer-provider collaboration.