Accuracy upstream protects revenue downstream
Missing or inaccurate data can become edits, denials, underpayments, rework, or compliance risk.
REVENUE INTEGRITY
Protect earned revenue from capture through reimbursement.
Revenue integrity means representing care completely, accurately, and compliantly - and being reimbursed according to applicable rules and contract terms.
Explore the operating perspective FENYR / REVENUE INTELLIGENCEILLUSTRATIVE
Make every checkpoint count
Receiving signalsAI + RPA MODEL
First-pass completeness
+4 ppBefore95%After · assumed99%
Model baselineAI + RPA target
Encounter
96 → 99%
Charge
94 → 99%
Code
95 → 99%
Claim
95 → 99%
Complete on first review · %
DETECT
Resolve missing fields before submission
Illustrative estimates. Actual results vary.
Integrity across the lifecycle
Capture: complete and timely charge readiness. Coding and claim quality: accurate coding, edits, and clean claim construction. Reimbursement: payment variance and underpayment patterns. Feedback: route recurring defects to the workflow where they originate.
Focus on recurring financial patterns
One error matters; a repeated pattern matters more. Analyze clustering by service, payer, code family, location, provider, or workflow.
Balance performance with compliance
Financial optimization should never require compromising billing accuracy, coding standards, payer requirements, or ethical practice.
CONNECTED, BY DESIGNThe next layer
Back to revenue outcomes The next layer
of the picture.
TURN THE NEXT QUESTION INTO A PLAN
Start a revenue assessment What should happen next?
Start with the business question. Keep the evidence, ownership and next action connected.
