Is There a Better Version of the Mouse Trap Paradigm?

The cost of what trips us up and we get a lot of requests for you know kind of either like building an enriched data app or embedded analytics is a big one right. And I think that is part of the problem here I think what we have right now is a better version of what we've had since the 1980s so yeah, it's funny my colleague Natalie often says that like you know snowflake is just Oracle in the cloud. Should be excited to see where things go.