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Index/AI & Data/AI Data Bites
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Beyond the Model: Scaling AI with a Trusted Data Foundation

AI Data Bites · 2026-06-04 · 22 min

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Episode notes

Welcome to AI Data Bites (Powered by Denodo). As AI reshapes the enterprise, the conversation is no longer just about models or insights - it’s about enabling trusted, intelligent action at scale. That’s why we’re going beyond traditional data discussions to explore how organizations can build the foundations that make AI actually work in production. In this episode, host Neha Gurudatt is joined by Kevin Bohan, Director of Product Marketing at Denodo, to explore what it really takes to scale AI beyond experimentation. From unstructured data to AI agents and conversational AI, the conversation breaks down how enterprises can move from fragmented pilots to governed, business-ready AI systems. Key Insights from This Episode Unlocking Unstructured Data for AI: Enterprises are sitting on massive volumes of unstructured data - but struggle to use it effectively. Learn what’s holding organizations back, from siloed systems and governance gaps to the complexity of separate tooling, and how a unified approach changes AI outcomes. Scaling AI Agents Without Chaos: AI agents can quickly become unmanageable at scale when built on point-to-point integrations.

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