Pre-payment integrity is stalling — Here's why
Health plans have invested in claims editing, clinical guidelines, contract logic, and provider data. The problem is these capabilities don't talk to each other. Pre-pay decisions must happen while the claim is still moving — requiring context from multiple systems, assembled in near real time. Instead, most health plans rely on manual queues that can't scale, disconnected point solutions, and static editing rules that miss clinical and contract context.
The consequence: stop too little and you miss leakage. Stop too much and you trigger provider abrasion, appeals, and compliance exposure. 77% of Medicaid improper payments in FY2025 were tied to insufficient documentation — not missing data, but an inability to act on it fast enough before payment cleared.
From fragmented detection to governed pre-pay execution
Closing the pre-pay gap requires a different execution model — not another point solution. Agentic Systems of Execution are that shift.
Built on top of your existing platforms, an agentic system of execution assembles clinical, coding, contract, and provider evidence at decision speed; applies policy and contract logic in context; routes the right action to the right pathway; and keeps human reviewers focused on high-value exceptions — all with an audit-ready decision trail at every step.
This is how payment integrity programs move from reactive post-pay recovery to proactive pre-pay prevention, without replacing the infrastructure health plans already depend on.
What governed pre-pay execution delivers
Reduced payment leakage
Less provider abrasion
Scalable review capacity
Stronger compliance posture
