
HIT Consultant – Human-Generated Data: The Missing Link in AI-Powered Revenue Cycles
Matt Seefeld discusses the role that measuring claim touches & calculating the cost to collect will have on AI-powered revenue cycles.
Effective Intelligence (EiQ) is all about reducing your dependence on labor in the revenue cycle while ensuring the medical billing and front office staff you do need are working effectively and generating the expected revenue to increase your margin with the least amount of work effort. MedEvolve is an effective intelligence company.

Matt Seefeld discusses the role that measuring claim touches & calculating the cost to collect will have on AI-powered revenue cycles.

The reality is that current stats related to U.S. administrative waste in healthcare are abysmal, equating to about 30% of total spending waste. In response, healthcare organizations are prioritizing adoption of AI and automation to improve the outlook. This is a step in the right direction, but many, unfortunately, are leaving money on the table because they lack visibility into human generated data.

Watch this webinar presented by Matt Seefeld.

Human-generated data is the “secret sauce” to AI’s potential in RCM. The revenue cycle, a cornerstone of healthcare operations, is poised for transformative advancements through generative AI. While traditional AI applications in revenue cycle management (RCM) have leveraged common, system-generated data, the real breakthrough lies in integrating this with human-generated data to unlock unparalleled potential. How does MedEvolve bridge the gap? Explore infographic below.

MedEvolve ranked #1 overall and in 12 out of 18 categories. Download the report and compare to our 2023 #1 rankings.

PRACTICE FREEDOM PODCAST The Human Touch in Healthcare Revenue Optimization Have you ever wondered why healthcare revenue cycles seem so complex and inefficient? In this episode of Practice Freedom, we unravel healthcare revenue cycle management with the expertise of Matt Seefeld, a seasoned professional with over 25 years in automation

“Measuring every touch in the revenue cycle is key to future sustainability—because every touch means money out of your pocket.” ~ Matt Seefeld

Healthcare organizations are already facing razor thin margins, and administrative waste could be the linchpin for future sustainability. Billions of dollars are at stake. I’m always surprised when I talk to doctors and ask them if know how many touches, or people, it takes to get paid for services they provide, they rarely know the answer. It’s also concerning when administrators and executives over the revenue cycle functions don’t have this information.

Healthcare revenue cycles are primed for the benefits of automation & AI, but many are missing a critical link: human-generated data.
Reduce RCM labor dependence with financial clearance, insurance A/R, & patient A/R automation modules with real-time analytics.
Increase productivity and simplify front & back office processes while keeping your staff focused with our flagship PM system.
In this episode of Disruption/Interruption, Matt shares how generative AI and a focus on human accountability can help providers achieve “zero touch” claims, reduce waste, and improve access to care,
November 11, 2025 — MedEvolve, Inc., a pioneer in AI-powered revenue cycle automation and analytics, today announced its acquisition by Emergence, an enterprise backed by The Pritzker Organization.
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