When sending XDM data to Adobe Analytics, what is the purpose of multiple schemas?
I tested and rolled out a new Web SDK implementation a few months ago, with data sending to the production report suite in Adobe Analytics. While rolling this out and after, I've had a question about the XDM data elements. When using XDM data elements in Adobe Tags, you must select a Sandbox and Schema, then the fields and values within that schema that you'd like to send.
During my initial setup, I created a development sandbox, which is where I created my initial schema that was used in testing. I copied that schema to the production sandbox, but it looks like that production schema isn't even being referenced. Even after pushing everything to production, it looks like the XDM data elements are still pointing to my development sandbox and schema. If you switch the sandbox and schema to the production version, it looks like you have to fill in all the fields again (as if you are creating the XDM data element for the first time) and it just doesn't make sense to me. How should this work? Am I missing something? Do I really only need one schema for sending data to Adobe Analytics? If so, that seems risky and limiting for testing