Healthcare Payment Integrity Resources

Explore Machinify's healthcare payment integrity resources, including expert analysis on AI, audit strategy, and claims accuracy.

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

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

Federal Changes to AI Guardrails: What You Need to Know

New executive orders prioritize rapid artificial intelligence (AI) innovation and reduced regulatory insight. How do these changes impact payers?

February 13, 2025

AI Foundations Pt. 1: An Operating System for AI in Healthcare

We need an operating system for AI: a framework that ensures transparency, control, and real impact. What would that look like? Let’s break it down, layer by layer.

February 10, 2025

Is Healthcare Having a Kodak Moment?

Healthcare is now facing its own innovator’s dilemma. Can the healthcare industry adapt or will it continue to cling to fax machines?

February 05, 2025

A Closer Look at the Physicians Make Decisions Act (PMDA)

Explore how the new Physicians Make Decisions Act (PMDA) is reshaping conversations around liability, ethical boundaries, and the integration of AI into clinical practice.

January 14, 2025

A Look Back at Healthcare in 2024

We first have to reflect on the year behind us. What happened in healthcare in 2024 and how can we take those learnings into 2025?

December 18, 2024

Unite.AI | When to Avoid AI in Healthcare

AI—as it stands today—excels only at certain tasks, like understanding large swaths of data and making judgements based on well-defined rules.

December 12, 2024

What’s the Big Deal with Provider Abrasion?

Understanding the root causes of provider abrasion is crucial for improving relationships between providers and health plans.

December 09, 2024

A Glimpse into Healthcare in 2025

As we approach the end of 2024, we not only have to reflect on the year behind us, but look forward to the year ahead and what it could hold for the healthcare industry.

December 07, 2024

Healthcare IT Today | Technical Debt is Stifling Healthcare Innovation

With enterprise technology evolving more rapidly than ever before, and the advent of AI and other new tools, it has been a struggle for organizations to keep up.

November 20, 2024

Using Three Levels of AI to Distinguish Reality from Fiction

At this current peak of the AI hype cycle, it’s difficult to find a product that is not marketed as AI. Let’s get into the levels of AI.

November 18, 2024