Centralization is easier to get started with, right? When your problem space is new or solutions space is new and you require specialization. You've got a new set of tools and new ways of working with data. And I think the data of warehouses or lakes or lake houses as an architectural paradigm not so much as an underlying technology. We don't no longer live in that world. We've passed that pivotal point of complexity. So centralized simple solution does not work anymore.

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