U.S. Healthcare stands to gain immensely from AI, but technical data barriers impede adoption. Key challenges include; poor data quality, fragmented and siloed datasets, interoperability gaps, outdated legacy systems, inconsistent governance and standards, and stringent privacy and regulatory constraints. These issues—compounded by massive data volumes and “black box” AI concerns—make it difficult to integrate AI into clinical workflows. Overcoming these barriers requires robust data governance, modern infrastructure, and rigorous validation. Management consulting firms like Mesh Digital LLC 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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