# Healthcare Payment Integrity Resources

## Stay up to date with the latest Machinify news, announcements, and media coverage. Whether it’s company milestones, industry recognition, or groundbreaking innovations, this is your go-to source for what’s happening at Machinify.

## Featured

### [KLAS First Look | Customers Share Their Machinify Experience](/content/resources/klas-customers-share-experiences-with-machinifys-merged-solutions/index.html)

Learn more about what Machinify does and how healthcare leaders rate Machinify’s products, service, and innovation in this First Look report by KLAS.

October 01, 2025

### [Machinify Completes Acquisition of Performant Healthcare, Accelerating Intelligent Healthcare Payments](/content/resources/machinify-completes-acquisition-of-performant-healthcare/index.html)

The New Mountain Capital backed company closes its second major acquisition in 2025 to expand its AI-powered operating system to a broader range of clients.

October 21, 2025

### [MedCity News | Payment Integrity is a Systems Problem, not a Data Glitch](/content/resources/medcity-news-payment-integrity-is-a-systems-problem-not-a-data-glitch/index.html)

Time is wasted correcting data, money is spent resolving preventable disputes, and trust is diminished between payers, providers, and patients.

September 08, 2025

### [Machinify Named a Leader on Everest Group’s PEAK Matrix® Report](/content/resources/machinify-named-a-leader-on-peak-matrix/index.html)

The PEAK Matrix® assessments deliver the critical insights enterprises need to make informed decisions when selecting top global technology and tech providers.

April 25, 2025

### [HealthTech Magazine | Prompt Engineering in Healthcare: Best Practices, Strategies and Trends](/content/resources/prompt-engineering-in-healthcare-best-practices-strategies-and-trends/index.html)

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

### [KevinMD | How AI Can Eliminate Bias and Inefficiency in Health Care Billing](/content/resources/kevinmd-how-ai-can-eliminate-bias-and-inefficiency-in-health-care-billing/index.html)

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

### [Health IT Answers | The Physicians Make Decisions Act is AI Regulation Done Right](/content/resources/health-it-answers-the-physicians-make-decisions-act-is-ai-regulation-done-right/index.html)

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

### [Machinify Unveils New Brand Identity](/content/resources/machinify-unveils-new-brand-identity/index.html)

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

February 21, 2025

### [Unite.AI | When to Avoid AI in Healthcare](/content/resources/when-to-avoid-ai-in-healthcare/index.html)

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

### [Healthcare IT Today | Technical Debt is Stifling Healthcare Innovation](/content/resources/technical-debt-is-stifling-healthcare-innovation/index.html)

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

### [HIT Consultant | Payment Integrity in Healthcare: Challenges and Solutions](/content/resources/payment-integrity-in-healthcare-challenges-and-solutions/index.html)

It shouldn’t surprise you to read that healthcare costs have been going up and are expected to continue to do so into 2025, burdening all stakeholders.

November 11, 2024

### [DOTMed | Solving for Technical Debt in Healthcare](/content/resources/solving-for-technical-debt-in-healthcare/index.html)

Technical debt—the idea that IT systems are owed updates because teams “borrowed” against long-term quality in service of short-term workability—is on the rise.

October 15, 2024