Healthcare Payment Integrity Resources | Machinify: Resources: AI

Explore Machinify’s resources related to AI in healthcare. From optimizing payment integrity to reducing provider abrasion, stay in-the-know on all things AI. Curious about AI-driven automation, ethical deployment, best practices for transforming healthcare operations, and more? You’re in the right place.

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From Payment Integrity to Payment Intelligence: Six Shifts That Will Reshape Health Plan Payments in the Age of AI

Nearly every claim has a coding error, but finding the part that matters at scale, in real time, and before dollars leave the plan, asks questions of the industry that today's tools can't answer. See the six shifts defining the future of healthcare as it transitions from payment integrity to payment intelligence.

July 08, 2026

Blog

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How Agentic AI is Accelerating Engineering Excellence at Machinify

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

Blog

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Asking the Important AI Questions: Q&A With Chief Data Scientist, Vijay Bharadwaj

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

Blog

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How Machinify’s AI Platform is Rewriting the Rules of Payer Ops

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

Blog

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Ask Why: The Engine Behind Lasting Innovation

Principal Engineer, CJ Silverio, explains how “Asking Why” helps us move forward. One reason? We don’t just take things at face value—we get to the root of the problem.

June 18, 2025

Blog

A Healthcare Evolution: Modernizing Your Health Plan With an AI Operating System

Earlier this month, in partnership with Fierce Healthcare, Machinify’s Chief Product Officer, Prasanna Ganesan, presented a webinar titled, “A Healthcare Evolution: Modernizing Your Health Plan With an AI Operating System.”

June 12, 2025

Webinar

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How Agentic AI is Transforming Clinical Data Extraction and Review

At Machinify, we’re using a new class of artificial intelligence—Agentic AI—to fundamentally change clinical data extraction.

June 05, 2025

Blog

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A Bright Future for Health Plan AI Applications

To better understand the state of AI applications and adoption amongst payers, Machinify surveyed 100 executives from U.S. health plans.

May 29, 2025

eBrief

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AI for Health Plans: High Hopes, Slow Starts

Is AI moving the needle for health plans? That’s what we set out to answer in our new report based on a survey of 100 health plan executives.

May 29, 2025

eBrief

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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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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