Dell Latitude 10 ST2 - Installing Windows 8.1 Enterprise

I've recently acquired a tablet to pilot with my company. It is a Dell Latitude 10 ST2, and my issue is I'm trying to install and upgrade to Windows 8.1 Enterprise, but having no luck so far.

I have the 32-bit version of Win 8 Enterprise on a USB, and when I get to the "Installing Windows 8.1 screen" it get to 35%, and then gives a popup that the "Windows 8.1 Installation Has Failed". I was trying to see if there was a real error message or log to tell me what the issue is, but I haven't been able to locate anything yet.

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Can anyone offer me any assistance please? 

Thanks in advance!
Asif