Right, so that's a good question. I mean in the sense there is always checks and updates which happens with any BI tool or any platform where I need to. Say for instance for Spotfire we have updates, for Power BI we have an update once in a month, for SSR supporting we have three updates in a year. So that is basically on the community that we raise our questions to. So they keep on updating it. Right now say for Microsoft we have Microsoft Fabric which is right on a beta version, so not completely tested out but they are trying to incorporate everything in terms of synapse, data analytics, using data activator, so that you can keep a track of any kind of a live reporting you wanted to track. So and be informed right because there are in Power BI now they have something called a DAX view now where you can create your DAX, run the DAX and see the results. So that gives, especially in Spotfire with these Spotfire versions update, you get more flexibility in terms of connection, you have another canvas, you can see more connections to say to a Bluetooth query or other connectors. So they keep on updating the connectors as well and you can you know connect your connectors as well as look in terms of the logics that you create. So if there's a better way to rewrite the logics and if you are not able to get to connectors earlier that might be available now. So in Spotfire as well as in Power BI, there's always scope for new learning and the community that we share our feedback, they will act upon it and release updates.

