So wait is the duchess more powerful than anyone even the emperor?

If you want spoilers then read ahead












It's because the emperor is stupid and incompetent. The one with the real power is the empress dowager and she's the one backing the duchess.

Is the 'duchess' related to empress dowager somehow.?

Yes, she's her niece or something I think.