Most denial management infrastructure is retrospective. Analytics classify denials after they occur, appeals teams work them after the payer has already refused payment, and root-cause categorization happens weeks after the procedure. By that point, documentation is closed, staff memory has faded, and the operational conditions that caused the variance are invisible.
For implant- and supply-heavy service lines like orthopedics, spine, wound care, and cardiology, authorization denials frequently stem from sizing or item mismatches between what was authorized and what was actually used. These variances are not documentation failures or clinical judgment errors. They are micro-workflow issues: under time pressure, clinical staff select the item closest at hand, which may differ in size from the item tied to the authorization.
No dashboard will surface this. Only a real-time signal from inside the procedural area will.
Sergio Quiej, Patient Financial Services Support Manager at Adventist Health, described how he arrived at the live handoff by first tracing denied claims down to the individual charge level, then requesting a full week in the surgery department to observe. What he found was that clinicians under time pressure were grabbing implants that differed in size from what had been authorized. Not out of ignorance, but because the closer supply saved steps and seconds.
His fix was procedural, not technological:
"What if we add a layer where you don't have to say anything, but all that person needs to do - and that was the circulating nurse - what if that person just sends me the number and I create a process where a person on the other side is going to receive it. And they're the ones that are going to go and root cause everything, be on the lookout and start calling the insurance by the time you're done with the procedure, not after or after the coding - it's already missed - but live, let's make it happen live."
The result: "We reduced it within three months. We were able to get to half the point."
He also noted the change-management requirement. Access to the OR was not automatic; it required leader air cover and an explicit non-auditor posture. He spent days observing without notes or judgment before proposing anything, which is what allowed clinical staff to speak candidly about the time constraints driving the variance.