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Wisdom from John Mancini

  • Data Quality in the Age of AI: Addressing the Challenge of "Dirty Data"

    2 days ago
    One of the most common questions I ask clients about their AI implementations is: How clean does your dirty data need to be to actually invest in AI? This question strikes at the heart of a critical consideration for any AI project.

  • AI and Information Management in the Capital: What Keeps Leaders Up at Night

    7 days ago
    On December 10, 2025, I had the privilege of moderating an opening keynote panel, 'AI and Information Management in the Capital: Framing Today's Challenge Landscape,' at AIIM's AI+IM Regional Forum in Washington, DC. Joining me were four distinguished information leaders who brought perspectives from government, nonprofit, and legal sectors...

  • Building the Foundation for AI: Information Quality and Organizational Readiness

    14 days ago
    As AI adoption accelerates across industries, many organizations are rushing to implement these technologies without fully considering the foundational elements required for success. In my 25+ years in information governance, information management, and project management, I’ve observed organizations become enamored with new technologies without first addressing the fundamental...
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