KevinMD | How AI Can Eliminate Bias and Inefficiency in Health Care Billing

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KevinMD | How AI Can Eliminate Bias and Inefficiency in Health Care Billing

This podcast was originally published April 8, 2025 by KevinMD.

Machinify’s Chief Clinical Officer, Tim Wetherill, joined Kevin Pho founder of KevinMD, to discuss his article, “Why AI is the perfect neutral arbiter for health care claims.”

In this podcast, Tim explores how deeply embedded incentives, inefficiencies, and subjectivity in the current claims adjudication process create opportunities for manipulation and inefficiency. He explains how AI, when trained on clear, bias-free rules, can standardize decision-making and eliminate ambiguity, reducing the need for multiple vendors and decreasing billing errors. 

Listen to the full 20-minute episode.

DISCLAIMER: The information provided in this blog is for general informational purposes only and does not constitute professional advice. The views expressed are those of the author and interviewees and do not necessarily represent those of Machinify. This content is not intended to be a substitute for professional advice in medical, legal, or business matters. While we strive for accuracy, we make no representations or warranties regarding the completeness, reliability, or suitability of this information. Any reliance you place on such information is strictly at your own risk. Machinify is not liable for any losses or damages in connection with the use of this content. AI capabilities and technologies described may be subject to limitations and should not be used as the sole basis for decision-making.