well before we used Panoply we used Redshift. And it was a pain it didn't scale, changing data types was a bitch, even the amount of GB stored was sometimes of

well before we used Panoply we used Redshift. And it was a pain it didn't scale, changing data types was a bitch, even the amount of GB stored was sometimes off. I mean, today we use Panoply so it offsets a lot of the crap that goes into maintaining Redshift. But I think that Redshift is just not good enough today and without Panoply its close to impossible to have real scale on it.