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Ask The Data

Ask The Data

By: Tobi Beck
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 Ask the Data is a short-form explainer podcast covering the most important — and most misunderstood — topics in AI and data analytics. Each episode takes a single concept, trend, or technology and breaks it down in a focused, conversational format between two speakers who know the space inside and out. The show sits at the intersection of AI, data management, analytics, and enterprise technology. It covers both foundational concepts (what is a semantic layer, how do AI agents actually work) and timely developments (new frameworks, shifting vendor landscapes, emerging best practices).Tobi Beck
Episodes
  • Semantic Layer Explained: End the Data Definition Wars

    Semantic Layer Explained: End the Data Definition Wars
    Mar 2 2026

    Why does every department have a different number for 'customer churn'? Tobi and Sara break down what a semantic layer actually is, why it matters for AI initiatives, and when it's NOT the right solution.
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    Not Yet Known
  • What Are Context Graphs?

    What Are Context Graphs?
    Feb 19 2026

    95% of AI pilots fail in production—not because of bad models, but missing context. Learn why context graphs are the infrastructure investment data leaders need to make AI agents accurate with enterprise data."
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    22 mins
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