While logging into an AS-P/AS, the error in the workstation says 'server not compatible with client'. What can be the reason.

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The EBO version with which you are trying to log in, is not compatible to that inside AS-P/AS so install and login with a compatible version.
You can check the software version inside SmartX Server using Device Administrator of the currently installed version. It will appear under 'Software version' column.