
Payment integrity is necessary. But timing determines its impact
Upstream payment accuracy should reduce avoidable noise before it reaches those downstream functions.
Health plans have spent years strengthening payment integrity ensuring claims are paid accurately, contracts are followed, utilization is appropriate and fraud, waste and abuse are addressed. Those investments matter.
But the industry is also running into a hard truth: it cannot recover its way out of every preventable claim problem.
Too much accuracy work still happens after a claim has entered the payer environment. By that point, the clock has started. Processing costs have been triggered. Provider expectations have been set. And when an issue is identified, both sides are often pulled into a familiar loop of administrative rework.
That loop is expensive and increasingly abrasive. And it is clear: there is a need to move accurate, actionable guidance closer to claim submission.
For both sides the goal is clear: accurate payment matters, but both sides are feeling the cost of how accuracy is operationalized.
The problem is not that payment integrity is unnecessary. It is that payment integrity is forced to solve issues too late, across fragmented workflows, with little shared context. Unfortunately, many issues could have been prevented.
The differences between payment integrity and payment accuracy
Payment integrity is focused on ensuring claims are paid. Payment accuracy is a broader operating strategy: improving upfront claim quality to get more claims right before they create downstream work.
The distinction matters because timing changes the economics and the tension on all sides. When an issue is identified after a claim enters the payer environment, the organization may still be able to detect the problem. But a claim within a payer workflow can trigger manual review, provider outreach, regulatory timelines, remittance activity, appeal rights, and recovery activity.
That is why the industry’s next opportunity is not simply more payment integrity but upstream payment accuracy.
Upstream payment accuracy means moving appropriate grounded guidance earlier in the claim lifecycle, close enough to submission that the provider can correct avoidable issues before they become downstream events.
Timing, location and workflow gaps
In many organizations, claim validation happens at multiple points after a claim has already entered the payer’s workstream. That is still too late to prevent avoidable rework.
Once the claim reaches the payer, the process has momentum. If a problem is found, the payer must manage it. The provider must respond to it. The patient may ultimately feel the downstream impacts: they could worry about an unexpected bill of any amount — or they may avoid care. Even when the payer is right on the merits, the process can feel opaque and adversarial to the provider.
This is why location of guidance matters. If expectations are communicated earlier, providers have a better chance to act before the claim becomes a formal problem.
Provider abrasion is an economics issue
Provider abrasion is often described as a relationship issue. It is actually an operating economics issue.
Every avoidable denial, appeal, documentation request, phone call, rebill and recovery dispute consumes administrative capacity. It affects cash predictability for providers and workload predictability for payers. It can also complicate the patient financial experience when coverage, payment or billing expectations are unclear.
Payment integrity programs are not abrasive simply because they seek accurate payment. Abrasion emerges when validation is fragmented, late, inconsistent or disconnected from earlier signals in the workflow.
That distinction is important. The industry should not abandon payment integrity but redesign where preventable accuracy work happens.
When accuracy issues are surfaced earlier, they are generally easier to correct and less likely to become disputes or require retroactive recovery. Earlier guidance can turn a downstream enforcement moment into an upstream correction opportunity.
What upstream payment accuracy requires
Moving payment accuracy upstream is not as simple as adding another edit. To work at scale, it requires four guidance capabilities:
- Arrive before a claim is submitted. If the claim has entered the payer environment and triggered operational, regulatory and financial workflows, the opportunity for prevention narrows.
- Be actionable. Providers need to understand that something is wrong and what needs to be corrected and why. Vague rejections, unclear audit rationales and unexplained denials do not create trust. Clear guidance can.
- Reach providers in the workflows they already use. Payment accuracy at scale requires connectivity across the provider network and a practical path for returning guidance at the point of submission.
- Grounded in analytics and transparency. Both payers and providers need insights about where avoidable errors are occurring, where these rules are outlined, and the impact on the revenue cycle. This information will provide insights about how payment accuracy reduces administrative burden so employees can focus on more complex cases that fall under payment integrity.
Those requirements also explain why upstream payment accuracy should not be treated as a replacement for payment integrity. The two should work together.
Payment integrity should continue to focus on the complex, high-value scenarios where clinical review, fraud analytics, investigative expertise, and recovery capabilities are necessary. Upstream payment accuracy should reduce avoidable noise before it reaches those downstream functions.
A better model for both sides of the claim
A more upstream model does not eliminate tension between payers and providers, but it can reduce avoidable friction.
For payers, upstream accuracy can mean cleaner claims entering the system, fewer avoidable manual touches, less administrative rework and a clearer distinction between preventable submission issues and complex payment integrity cases.
For providers, it can mean fewer surprise denials, fewer retrospective takebacks, clearer correction opportunities and less time spent chasing information after the fact.
For patients, it can mean fewer billing surprises caused by avoidable delays, reversals or confusion between the payer and provider.
Payment accuracy should not be measured only by what is found after the fact. It should also be measured by what never becomes a downstream problem in the first place.
The next stage of maturity
The future of payment integrity will be defined by how effectively the industry prevents avoidable issues before they become everyone’s problem.
Payers and providers agree with the goal of getting payments right. The friction comes from how accuracy work is operationalized. Payment integrity will always be necessary. But timing determines its impact.
The next operating model is upstream, transparent and workflow-aligned: payment accuracy that starts before the claim enters the plan.
Anne Neal, MBA is a vice president of payment accuracy in Availity.
Related to this article








