The Semantic Layer and the Cloud Migration

The semantic layer makes that much easier track map, right? So you have queries coming through it, which means and you know where they're coming from. And then the system optimizes the back end on using that data. But let me give you another example at scale actually, our own use. We're on all three clouds because we have to test our software and all three clouds and all these different data platforms. It does start with the discipline of creating inventory of of and also having a way of of used telemetry to figure out who's doing what.