Comment by tyingq

That does get complicated in the real world. You might need to retain some data for potential future refunds, for example. But perhaps the application that does refunds also does the loyalty program, and the internals of the app aren't always separate enough that you can delete/obfuscate/whatever info from just the loyalty part.