Through some thorough researching; I found out the fastest way to fix the error, "Microsoft Office <insert edition here> 2010 cannot verify the license for this product. You should repair the Office program by using Control Panel.".
Re-arming the Office 2010 installation resets the licensing information in order for activation with the new key to occur.
Alternate - 32-bit version installed on 64-bit OS: