ABOUT THE AUTHOR
Brooke Grief
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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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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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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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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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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.
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From Audits to Savings: How AI Reduces Provider Abrasion in Payment Integrity
Traditionally, payers have cast wide nets and asked providers to navigate hurdles only to claw back money after a payment has been made.
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Health IT Answers | The Physicians Make Decisions Act is AI Regulation Done Right
The last decade has seen AI’s escalating impact on a variety of industries take shape, and perhaps no vertical has been impacted as much as healthcare.
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Demystifying the Complexities of Pre-Payment for Long-Term Business Success
Strategies for Successful Adoption of Pre-Payment Solutions