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How Strong is Your Payment Integrity Strategy? Take Our Quiz
May 8, 2025
Quiz your payment integrity program’s performance and review timelines to uncover opportunities for operational and financial improvement.
The latest in healthcare intelligence
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Shift Happens: Why Payment Integrity is Moving Towards Pre-Pay
Health plans are increasingly moving upstream in the claims adjudication lifecycle—a strategic pivot known as the “shift left” in payment integrity.
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How Strong is Your Payment Integrity Strategy? Take Our Quiz
Quiz your payment integrity program’s performance and review timelines to uncover opportunities for operational and financial improvement.
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Behavioral Health is Essential and Payment Integrity Must Catch Up
Behavioral health is no longer an afterthought in healthcare—it’s central to how people heal, how systems function, and how payers drive value.
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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.
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Machinify at a Glance
Explore our simple, transparent payment integrity solutions to see what we can do for your organization.
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Machinify Named a Leader on Everest Group’s PEAK Matrix® Report
The PEAK Matrix® assessments deliver the critical insights enterprises need to make informed decisions when selecting top global technology and tech providers.
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Why the Future of DRG Payment Integrity is Pre-Pay—and What it Takes to Get There
When it comes to DRG payment integrity, there’s a massive shift underway—towards smarter, faster, more cost-effective pre-pay solutions.
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The Six Essential Elements of an Impactful Healthcare AI Company
Behind every real healthcare AI success story are six essential elements—skip one, and you’re not building a solution, you’re staging a performance.
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HealthTech Magazine | Prompt Engineering in Healthcare: Best Practices, Strategies and Trends
Because artificial superintelligence is still the stuff of science fiction, LLMs need proper guidance in order to be useful to medical professionals, researchers and others in the healthcare industry.
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Hospital Itemized Bill Review
Machinify was able to to reveal maximum cost savings while reducing payment timelines with the fastest speed to pay on prepayment reviews.
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Payment Integrity in 2025: Finally, a Smarter Way Forward
Inefficient claims review processes, audits that frustrate providers, and billions of dollars wasted on inaccurate payments have plagued the healthcare industry for years. Now, with AI, there’s a smarter way forward.
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KevinMD | How AI Can Eliminate Bias and Inefficiency in Health Care Billing
In this podcast, Tim explores how deeply embedded incentives, inefficiencies, and subjectivity in the current claims adjudication process create opportunities for manipulation and inefficiency.
Put our expertise to work for you
Let’s put innovative tech and unrivaled expertise to work in your payment integrity processes. We’ll help you design the right offerings for your business—and optimize their value at every step of the way.