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April 22, 2025 • 18 mins

U.S. Healthcare stands to gain immensely from AI, but technical data barriers impede adoption.Ā Key challenges include;Ā poor data quality, fragmented and siloed datasets,Ā interoperability gaps, outdatedĀ legacy systems,Ā inconsistent governance and standards, and stringentĀ privacy and regulatory constraints.Ā These issues—compounded by massive data volumes andĀ ā€œblack boxā€ AI concerns—make it difficult to integrate AI intoĀ clinical workflows. Overcoming these barriers requires robust data governance, modern infrastructure, and rigorous validation. Management consulting firms likeĀ Mesh Digital LLCĀ can guide healthcare organizations in improving data readiness, ensuring compliance, and building trustworthy, workflow-friendly AI solutions that unlock healthcare’s digital potential.


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