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you should have access to all your raw data now should you put all that raw data in a really hot searchable performant data store maybe maybe not and I think to your point when you look at the statistics around how much of this raw data is actually searched itamp;#39;s a mind-blowingly small percentage of that data letamp;#39;s say some of your data goes into elastic some of your data goes into influx you know then some of your data goes into snowflake some of your data goes into S3 if we look at a lot of the various different data sets all your raw data being an S3 and yet some derived insights being an elastic or influx that might actually be the right approach but you as a developer shouldnamp;#39;t have to manage that right you shouldnamp;#39;t have to sit there and say okay well this specific data set or you know if data equals prod go into Splunk it did equals test or staging go into S3 you shouldnamp;#39;t have to manually uh pick those things it should really be that all t