Hi Owen, that's perfect! Thanks so much for your help. Yes, it was just to use a custom IO_Manager for prod vs. fs_io for local. But, in future we will also want to set it as input parameters that translate to static outputs that vary, so that we can re-use the same code but point the different departments to different schemas/tables yet in the same format. Thanks!!