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Home » How AI Revolutionized the Revenue Cycle at Baylor Scott & White Health
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How AI Revolutionized the Revenue Cycle at Baylor Scott & White Health

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Baylor Scott & White Health Leverages AI for Revenue Cycle Enhancement

Baylor Scott & White Health (BSWH), an extensive healthcare system with 52 hospitals across Texas, is set to improve its net revenue by over $40 million annually through the implementation of artificial intelligence (AI) in its revenue cycle management. This significant enhancement is made possible by a strategic partnership with Accuity, a physician-led technology firm specializing in clinical documentation improvement.

AI Technology Implementation

The journey to better revenue outcomes began in February with a two-month pilot program of Accuity’s Amplifi AI technology at BSWH’s flagship hospital. The initial pilot yielded a promising return on investment, prompting BSWH to expand its deployment to 26 additional sites by May. By November, the health system reported an impressive revenue increase of $20.6 million, showcasing the impact of AI on financial performance.

Projected Financial Benefits

According to Sarah Knodel, the Senior Vice President of Revenue Cycle, the revenue generated from Amplifi AI is projected to reach $45 million by 2026. This translates to an annualized net revenue improvement of more than $40 million, reflecting BSWH’s commitment to enhancing its financial health while delivering quality patient care.

Enhancing Clinical Documentation

The introduction of AI solutions has shown a 3.5% improvement in the Case Mix Index, which directly correlates to better reimbursement rates. As stated by Candice Daszewski, Chief Customer Officer at Accuity, the focus of the AI technology revolves around clinical documentation improvement and coding review, highlighting discrepancies in patient records that can lead to questioning of physicians’ documentation quality.

Efficiency and Accuracy through Automation

Amplifi analyzes extensive data from patient records against the Diagnosis Related Group (DRG) classification system. This AI-driven approach allows BSWH to streamline processes, enhancing efficiency without compromising accuracy. “It provides partners an AI solution without the burden of ownership or accuracy concerns,” Daszewski noted, emphasizing the ease of integration for healthcare providers.

Maximizing Revenue and Patient Experience

BSWH’s objective is not only to maximize net revenue but also to lower collection costs and improve the overall patient experience. Knodel remarked that although they were confident in their existing Clinical Documentation Improvement (CDI) program, they sought to validate their assumptions and identify potential revenue opportunities that might have been overlooked.

The Evolution of Automation

BSWH’s automation journey began over a decade ago with Robotic Process Automation robots. Over the years, the health system has embraced advancements such as machine learning, natural language processing, and agentic AI to enhance its capabilities. Knodel expressed excitement over the confirmation of their strong CDI program and its broader implications for operational efficiency and revenue growth.

Future Trends in AI and Revenue Cycle Management

The integration of AI technology in revenue cycle processes is a growing trend within the healthcare sector. During a recent HFMA panel discussion featuring leaders from BSWH and other healthcare organizations, the impact of AI-driven automation on revenue cycle management was a key focal point. As this technology continues to evolve, it promises to redefine how healthcare providers manage their financial operations.

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How AI Revolutionized the Revenue Cycle at Baylor Scott & White Health

December 31, 2025

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