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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.
April 22, 2025
Blog
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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.
April 18, 2025
Blog
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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.
April 17, 2025
Case Study
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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.
April 15, 2025
Blog
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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.
April 10, 2025
Podcast
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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.
April 08, 2025
Blog
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How Payers Can Support Policy-Driven Decision Making

Most payers struggle to incorporate legislative, coding, and clinical changes into policy as well as to validate that policies are consistently applied to make timely, accurate payments of claims.
April 05, 2025
Blog
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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.
April 02, 2025
Blog
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Demystifying the Complexities of Pre-Payment for Long-Term Business Success

Strategies for Successful Adoption of Pre-Payment Solutions
March 31, 2025
eBrief
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The Art and Science of Translating Clinical Guidelines for AI: Hard Lessons from the Trenches

Translating clinical guidelines into AI-compatible formats requires understanding the guideline's intent and how AI applies rules at scale.
March 13, 2025
Blog
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Three Reasons AI in Healthcare Isn’t All It’s Cracked Up to Be

Artificial Intelligence (AI) is often hailed as the savior of healthcare, but can it really handle modern medicine? Here are three big reasons AI might stumble before it soars.
February 25, 2025
Blog
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Machinify Unveils New Brand Identity

We're building a healthcare intelligence company that delivers unmatched value, transparency, and efficiency to payers across the country.
February 21, 2025
Blog

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