# Healthcare Payment Integrity Resources

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

### [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

### [The Growing Cost of Skin Substitutes: How AI Helps Payers Regain Control](/content/resources/the-growing-cost-of-skin-substitutes/index.html)

Spending on skin substitutes has soared, often without clear clinical evidence. Discover how Machinify helped one national payer to improve accuracy, consistency, and cost control in its skin substitutes review process.

October 13, 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

### [Be Humble: How We Listen, Learn, and Lead](/content/resources/be-humble-how-we-listen-learn-and-lead/index.html)

Humility helps shape our culture, guide our decision-making, and define how we show up for one another as colleagues and for our customers.

September 05, 2025

### [What is Itemized Bill Review (IBR)?](/content/resources/what-is-itemized-bill-review-ibr/index.html)

With rising medical expenses and increased scrutiny of billing inaccuracies, payers are turning to IBR to address the nuances of billing at the line-item level.

September 03, 2025

### [Deliver Results: How We Drive Impact Through Healthcare Payment Integrity Solutions](/content/resources/deliver-results/index.html)

In healthcare payment integrity, execution is the difference between progress and inertia. Deliver Results isn’t just one of our company values. It’s the heartbeat of effective work.

August 20, 2025

### [How Agentic AI is Accelerating Engineering Excellence at Machinify](/content/resources/how-agentic-ai-is-accelerating-engineering-excellence-at-machinify/index.html)

Machinify Principal Software Engineer, Ianiv Schweber unpacks how Machinify applies agentic AI principles to software development to deliver healthcare intelligence solutions that make a real difference for our clients.

August 14, 2025

### [Asking the Important AI Questions: Q&A With Chief Data Scientist, Vijay Bharadwaj](/content/resources/qa-with-chief-data-scientist-vijay-bharadwaj/index.html)

Recently, we sat down with Machinify’s Chief Data Scientist, Vijay Bharadwaj, to ask all the important AI questions. Let’s get into it.

August 11, 2025

### [Optimize for Customer Impact: Listening First, Winning Together](/content/resources/optimize-for-customer-impact-listening-first-winning-together/index.html)

In healthcare, complexity is a given. But at Machinify, we believe the real differentiator isn’t just our technology, it’s how we apply it with purpose. That’s why one of our core values, Optimize for Customer Impact, matters so much.

August 05, 2025

### [How Machinify’s AI Platform is Rewriting the Rules of Payer Ops](/content/resources/how-machinify-s-ai-platform-is-rewriting-the-rules-of-payer-ops/index.html)

Machinify CEO, David Pierre, sat down with Bloomberg’s Jonathan Palmer to discuss what’s on the horizon for Machinify and payment integrity.

July 10, 2025

### [Think Big: Fueling a New Era of Payment Integrity Innovation](/content/resources/think-big-fueling-a-new-era-of-payment-integrity-innovation/index.html)

At Machinify, “Think Big” is not just a value we aspire to, it is a way of operating that has defined us for decades.

July 02, 2025

### [What is Coordination of Benefits (COB)?](/content/resources/what-is-coordination-of-benefits-cob/index.html)

Coordination of Benefits (COB) is used to establish the order in which a health insurance plan pays claims when an individual has more than one insurance carrier.

June 30, 2025