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The Certified Enterprise: Taming Data Anarchy in the AI Era - Couverture rigide

Atkinson, Michael L

 
9798997730536: The Certified Enterprise: Taming Data Anarchy in the AI Era

Synopsis

The Certified Enterprise: Taming Data Anarchy in the AI Era argues that enterprises adopting artificial intelligence face a hidden structural problem: the operational data feeding AI systems is rarely certified, reconciled, or governed in a way that can withstand scrutiny. Drawing on four decades of experience spanning restaurant operations, investment banking, and enterprise technology, author Michael L. Atkinson traces how modern organizations accumulated fragmented, ungoverned data systems and why artificial intelligence makes that fragmentation dangerous rather than merely inconvenient. The book introduces Certified Intelligence as a framework for establishing a deterministic trust layer beneath enterprise AI, drawing on evidentiary standards from the Federal Rules of Evidence and real-world case studies from the restaurant industry. Organized in four parts spanning twenty-one chapters, the book addresses executives, chief financial officers, and technology leaders responsible for the accuracy and defensibility of enterprise data. It combines business narrative, technical explanation, and worked examples to make the case that trust, not raw data volume, is the differentiator that will define enterprise AI adoption in the years ahead.

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