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DataBricks and Snowflake are though similar might perhaps be targeting different users and marketing. The former technicals and the latter nontechnical or business users. How to bridge the DevOps and MLOps might depend on the kinds of data that are needing integration. A single interface with options to choose the various data types might lead to an automation path. Who or how that interface might get built? An open source project might evolve into such a product.

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Good insights Bala. Thanks for your comment.

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