Questions to ask any Payment Integrity & Underpayments vendor
Every vendor in this category demos well. These are the questions that separate a product that will work on your volume, payer mix, and staff from one that works in the sales deck. Take them into the demo.
- 1
What underpayment recovery rate do you achieve, net of payer pushback?
- 2
How current are the contract terms and fee schedules your detection runs against?
- 3
Do you predict and prevent, or only detect after remittance?
- 4
What is the false-positive rate: how much staff time goes to variances that are not real?
- 5
Is pricing contingency on recovered dollars, and what is the rate?
- 6
How does your payer-side work (if any) create conflicts with our provider interests?
- 7
What claim volume do you need before the models perform?
- 8
Can findings feed our managed care team for the next negotiation?
The 6 Payment Integrity & Underpayments vendors we cover
Anomaly
AI payment intelligence across payers and providers
Rivet
Estimates, underpayment recovery, and denial workflows
Sift Healthcare
Payments AI and analytics for the revenue cycle
MD Clarity
Underpayment detection and patient estimates for provider groups
Machinify
AI payment integrity and accuracy platform for health plans
Zelis
Claims pricing, payment integrity, and payments for payers
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First Pass covers Payment Integrity & Underpayments and the rest of the getting-paid stack every Thursday.