Knowtion Health and Ghamut Launch Strategic Partnership to Strengthen Provider Revenue Cycle Management Solutions

Collaboration advances Knowtion's broader AI strategy to augment reimbursement recovery across the most complex post-claim revenue cycle challenges

BOCA RATON, Fla., Sept. 23, 2026 /PRNewswire/ -- Knowtion Health, a healthcare company specializing in complex revenue recovery for providers, today announced the launch of a strategic partnership with Ghamut Corporation, an artificial intelligence (AI) strategy and development firm, to apply AI to the most complex revenue cycle challenges that require more than rules-based automation. The partnership starts with a targeted application of AI within the appeals process to support specialists as they navigate claims requiring complex review. This initiative represents the next step in expanding Knowtion's use of AI across complex revenue cycle challenges.

The most challenging revenue cycle work rarely follows predictable, repeatable patterns. Specialists often must review lengthy medical records, payer policies, state and federal regulatory rules and clinical guidelines before determining how to proceed. To address this challenge, Knowtion's solutions team identified opportunities to deploy AI to augment the support available to specialists and defined how the technology should work, drawing on the company's claims history, payer knowledge and revenue cycle domain expertise. Working alongside that team, Ghamut supported the technical implementation. The result is technology designed to strengthen outcomes and reduce errors, while allowing specialists to use their judgment to optimize the output.

"Our specialists bring the judgment and experience needed to navigate complex revenue recovery," said Mikky Franklin, chief delivery officer, Knowtion Health. "Working with Ghamut gives them a more powerful way to surface the information and context they need to make decisions and accelerate stronger appeals. This is one of several ways we plan to apply AI to strengthen how we serve our clients."

Ghamut brings deep technical and scientific expertise in applied AI, having led or implemented more than $250 million in AI initiatives across industry, government and academic institutions. That caliber of technical rigor and critical thinking is what allows the partnership to move beyond basic automation and build AI that surfaces the context specialists need.

The AI-enabled approach helps specialists surface and synthesize relevant clinical information more efficiently, enabling them to evaluate more eligible claims and build comprehensive, well-supported arguments for payment. Development and use of the approach are governed by the company's existing security and privacy protocols for healthcare provider and patient information.

Internal testing found that the AI support substantially lifts payment recovery rates. The findings demonstrate the potential of combining AI with specialist judgment to build stronger, better-supported appeals and help health systems recover additional revenue.

"Effective AI starts with the right ingredients," said Mohammad Ghassemi, Ph.D., founding partner of Ghamut. "At Knowtion, those ingredients included a clear solution vision, years of complex claims data and people who possess deep domain experience. Our role was to translate those elements into a practical solution while preserving the human judgment at the center of the work. That combination is what turns technical possibility into practical value and allows us to continue progressing."

Beyond appeals, Knowtion is applying this approach to other complex areas of revenue cycle work, with additional AI-driven capabilities already underway. Each is designed to help specialists identify and pursue more recovery opportunities, expand the range of claims evaluated, and ultimately recover more revenue for health systems.

About Ghamut Corporation
Founded in 2016 by MIT and Boston Consulting Group alumni, Ghamut Corporation is a boutique AI consulting firm that helps organizations identify where AI can create the most value and leads execution from strategy through deployment. The team has led or implemented more than $250 million in AI initiatives across industry, government, and academic institutions. Its work has been featured in The Economist and The Wall Street Journal and has included invited testimony before the U.S. Congress on AI and health. Learn more at ghamut.com.

About Knowtion Health
Founded in 2008, Knowtion Health is an AI- and technology-enabled revenue cycle management company helping hospitals recover reimbursement on complex, unresolved claims and strengthen financial performance. Serving more than 70 health systems and over 660 hospitals nationwide, Knowtion Health manages billions annually in outstanding-balance accounts, combining intelligent technology with specialized expertise to deliver measurable results for healthcare providers. Recognized for four consecutive years as one of the fastest-growing companies on the Inc. 5000 list, Knowtion Health is trusted by providers seeking more effective, scalable solutions.

The company is backed by Arsenal Capital Partners and Sunstone Partners, supporting continued innovation and growth. For more information, visit KnowtionHealth.com.

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SOURCE Knowtion Health