I found the following KB Article - KB83505 which seems to fit our scenario pretty much to the T, however, I'm unsure if this is still a valid article or if there's a newer solution since this document is a year and a half old.
I just think it's strange to only have one machine out of several we're imaging to not properly encrypt.
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