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Vendor Lock-In in the AI Era: Owning the Seams

Architecting and building data platforms has always involved navigating vendor lock-in, but in the AI era, the old goal of "zero lock-in" is an expensive myth. As organizations adopt generative AI, the threat hasn't vanished—it has simply shifted higher up the stack. ​Instead of monolithic databases, modern lock-in hides within metadata catalogs, embedding spaces, and AI orchestration frameworks. How do we leverage powerful cloud capabilities without permanently trapping our core intellectual property? ​This session explores the pragmatic trade-offs of the modern AI stack. We will discuss practical

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