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Thank you all for your responses. File transfer over SFTP seems to be the promising option.

I understand totally that Adobe is not supporting FDA on Managed Services model for some valid reasons on their side, but I have a suggestion - As part of the product documentation, you should probably include more reasoning around why the FDA is not supported in managed service model, this will save consultant's time and add more confidence to client teams as well. It is more likely that Consultants will get challenged on this one and lack of detail in the product documentation doesn't really help resolving the questions.