Resources: Payment Integrity

Navigating the complexities of payment integrity is critical to reducing waste and ensuring financial accuracy in healthcare. We explore key topics like cost containment, AI innovation, and strategies for optimizing payment processes to help organizations stay ahead.

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What is Itemized Bill Review (IBR)?

With rising medical expenses and increased scrutiny of billing inaccuracies, payers are turning to IBR to address the nuances of billing at the line-item level.
September 03, 2025
Blog
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Flexible Prepayment Model

A real-world study of how one of the nation's largest payers transformed their payment integrity program and realized more than $1 billion in cost avoidance.
May 01, 2025
Case Study
A black-and-white cutout of healthcare workers reviewing a chart set against an image of a microchip with the Machinify logo on it.

Machinify at a Glance

Explore our simple, transparent payment integrity solutions to see what we can do for your organization.
April 28, 2025
Blog