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Bill verse bye is is something that comes up across the data and analytics ecosystem I think more so now than ever a lot of it has to do with how quickly organizations need to move and I think the assumption is that when you build you can be as flexible as you possibly need to whereas when you buy youre kind of boxed into a certain type of product mindset that the vendor may have I would argue that the buy option is slightly changed in modern data architectures the reason being a lot of the tools built in this next-gen era or you know the modern data stack era are built to be composable themselves right so you have a lot more access to apis theres a lot more flexibility in utilizing the platform rather than just this black box tool and I think thats something thats really critical so when youre thinking of build versus buy you have to evaluate you know how much time am I willing to invest for my own engineering and development team to not only spin up