Resources
to payment integrity programs
Using Three Levels of AI to Distinguish Reality from Fiction
At this current peak of the “AI-washing” hype cycle, it’s difficult to find a product that is not marketed as AI. So, it’s worth defining a few tests to tease apart the fiction from the reality. Let’s get into it.
4 Times to Never Use AI in Healthcare
We have a saying in the operating room, “just because you can, doesn't mean you should.” We have microscopic graspers, robots, and laser-guided navigation at our disposal, yet there’s still a doctor behind those tools, making sure everything is running smoothly.
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What is Payment Integrity?
If you’ve ever been on the receiving end of a medical bill or an “explanation of benefits,” you know that, behind the scenes, there's a complex, multilayered system at work. This system ensures healthcare providers are compensated fairly while also preventing unnecessary or fraudulent payments. One crucial aspect of this system is payment integrity.
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Learn from our customers
My team loves Machinify! Their AI capabilities have increased recoveries by over 30% and reduced our dependence on PI vendors. Even more, as a leader of a large PI organization, Machinify multiplied reviewer productivity while eliminating false positives.
Working with Machinify has been a uniquely positive experience. Machinify helped us identify opportunities that were previously missing and continues to serve as valuable thought partners.
Machinify is very flexible and has clearly demonstrated a track record with our payment integrity team. We couldn't ask for better partners. Internally, there is a high level of respect and trust in Machinify and when you say something, you do it.
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